Category
broadband-and-digital
860 entries tagged broadband-and-digital.
Articles — 821
-
Spanning Boundaries and Transforming Roles: Broadening Extension's Reach With OSU Open Campus and Juntos
Documents Oregon State University's Open Campus and Juntos pilot — placing 'boundary-spanning' Extension agents in rural communities to bridge cultural, institutional, and content-area silos, expanding access to higher education and broadband for Latinx and rural families.
-
Innovation networks for social impact: An empirical study on multi-actor collaboration in projects for smart cities
Examines what drives the formation of innovation networks for smart-city projects involving companies, government, and society. Identifies searching, acting, and convincing as core activities; argues smart-city innovation requires public-private-citizen configuration.
-
Tech hubs, innovation and development
Examines tech hubs in developing-country contexts, asking what 'innovation' and 'development' mean in their practice and to what extent the rhetoric matches the reality of who benefits.
-
Unpacking the multiple spaces of innovation hubs
Conceptualizes innovation hubs as constituted by multiple overlapping spaces (physical, social, virtual, symbolic) and argues that attending to all of them gives a richer reading of how hubs do or do not foster development.
-
Transport poverty meets the digital divide: accessibility and connectivity in rural communities
Rural communities struggle with poor physical transport infrastructure and limited digital connectivity, creating compounded accessibility challenges absent in urban areas. This paper examines how information technologies and demand-responsive transport services can address rural transport poverty. It identifies that most research focuses on urban environments, leaving rural solutions underdeveloped, and explores barriers and opportunities for integrating transport and technology to improve rural accessibility.
-
The digital divide: Patterns, policy and scenarios for connecting the ‘final few’ in rural communities across Great Britain
Rural areas across Great Britain face an entrenched digital divide compared to urban regions. The paper analyzes Ofcom data to map broadband infrastructure gaps and documents how digital exclusion affects rural households and businesses, particularly in remote areas. Current UK policy proves inadequate, so the authors evaluate community-led broadband, satellite, and mobile solutions as pathways to connect remaining unserved populations and prevent the divide from widening further.
-
Enhanced broadband access as a solution to the social and economic problems of the rural digital divide
Rural areas face a growing digital divide that limits access to essential services and economic participation. While broadband is increasingly vital for health, education, business, and social services, rural communities remain excluded from fast broadband development. Technological and economic barriers make rural deployment costly, and adoption remains low even where infrastructure exists. The paper examines broadband provision challenges in rural Britain and recommends policy priorities for government intervention.
-
The same course, different access: the digital divide between urban and rural distance education students in South Africa
Rural and urban students in South Africa experience vastly different access to distance education because of unequal ICT infrastructure. While open distance learning institutions can expand higher education access to marginalized communities, poor internet connectivity in rural and peri-urban areas severely limits students' ability to engage with online coursework. The digital divide directly determines educational outcomes regardless of institutional intent.
-
The Rural-Urban Digital Divide
This study analyzed national survey data to examine whether the digital divide between rural and urban populations was growing. Income, age, and education proved stronger predictors of technology use than geographic location. The association between these status indicators and technology adoption strengthened over time. The research concludes that information technology benefits will remain concentrated among higher-income, educated, younger populations rather than spreading universally.
-
Has Digital Financial Inclusion Narrowed the Urban-Rural Income Gap: The Role of Entrepreneurship in China
Digital financial inclusion significantly narrows China's urban-rural income gap, primarily through expanding access to financing. The effect operates mainly by enabling rural residents to start businesses and create jobs. Coverage breadth matters most; depth of use and digitalization show weaker effects. The impact is strongest in economically disadvantaged regions with lower education levels. The paper recommends policies leveraging digital finance to promote rural entrepreneurship.
-
Disparities in Technology and Broadband Internet Access Across Rurality
Rural school districts in Washington State have significantly lower technology and broadband access than urban districts. Only 80% of rural students had adequate internet-enabled devices for online learning, compared to 90% in urban areas. Rural youth face greater barriers including geographic isolation, affordability, and reliance on smartphones. These disparities limit access to telehealth and remote education in rural communities.
-
Networks, Technology, and Entrepreneurship: A Field Quasi-experiment among Women in Rural India
A seven-year field experiment in 20 rural Indian villages tested how women's social networks and ICT use affect entrepreneurship. Family and community ties boosted business creation and profits, while ties to powerful men hindered them. ICT access dramatically increased new ventures—160 in intervention villages versus 40 in controls. The strongest results emerged when women had strong community networks combined with ICT access, effects that strengthened over time.
-
Navigating the Digital Divide: Barriers to Telehealth in Rural Areas
Telehealth can expand healthcare access in rural areas, but structural barriers prevent widespread adoption where it's needed most. The paper identifies three critical obstacles: inadequate broadband infrastructure, lack of interstate medical licensing agreements, and absence of reimbursement parity laws. Rural populations, racial minorities, elderly people, and those with low education face the steepest disparities. The authors map broadband availability and state policy adoption across the country and recommend policy changes to accelerate rural telehealth implementation.
-
Enterprise across the digital divide: information systems and rural microenterprise in Botswana
Rural microenterprises in Botswana lack ICT access and rely on informal, social, and local information systems. While these systems work well in many respects, they limit entrepreneurs' connections and opportunities. The paper argues that shared telephone services should be the priority for breaking this isolation, with ICTs playing a supporting role through intermediary organizations that provide finance, skills, and knowledge alongside technology.
-
Digital Divide Between Urban and Rural Regions in China
This paper examines China's digital divide between urban and rural regions from 1985 to 2006, finding strong correlations between income gaps and adoption rates of internet, mobile phones, personal computers, and telephones. The research identifies two key barriers preventing rural adoption: affordability of technologies and insufficient educational levels among rural users that limit their ability to use these tools effectively.
-
Tapping the full potential of the digital revolution for agricultural extension: an emerging innovation agenda
Agricultural extension in the Global South can leverage digital technologies far more effectively by adopting user-centred design and problem-oriented approaches. The paper reviews why many agro-advisory initiatives failed—typically because they pushed specific technologies rather than addressing actual user communication needs. It identifies eight emerging ICT applications for agricultural extension and emphasizes that successful digital innovation requires supportive institutions alongside technological development.
-
From Digital Divide to Social Inclusion: A Tale of Mobile Platform Empowerment in Rural Areas
A mobile platform called WeCountry reduces China's rural digital divide by improving digital capability and user skills. The platform empowers villagers across structural, psychological, and resource dimensions, enabling political inclusion, social participation, and economic inclusion. Platform providers and government partnerships prove essential for bridging the divide and achieving social inclusion in rural areas.
-
Implications of the digital divide on rural SME resilience
Rural SMEs in Wales face reduced resilience during economic crises due to the digital divide. While broadband infrastructure investments improved connectivity, many rural businesses still lack reliable digital connections. Distance from urban areas significantly predicts poor connectivity, limiting businesses' ability to diversify activities and develop resilience. The pandemic accelerated digital-dependent business operations, leaving poorly connected rural SMEs more vulnerable.
-
Broadband Internet and New Firm Location Decisions in Rural Areas
Broadband deployment significantly increases where new firms choose to locate in rural areas. Using a difference-in-differences approach that controls for location-specific factors, the researchers found that broadband availability positively influences new firm entry decisions. The effect is strongest in more densely populated rural areas and those near metropolitan regions, indicating that broadband's impact on firm location grows stronger where agglomeration economies are present.
-
Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program
The USDA's Broadband Loan Program, launched in 2002, significantly boosted employment, payroll, and business establishments in recipient communities during its pilot phase (2002–2003). However, benefits concentrated in rural areas near cities. The newer program phase showed no measurable economic impact yet, likely due to insufficient time for effects to materialize.
-
Economic growth and broadband access: The European urban-rural digital divide
Broadband access drives economic growth differently in European urban and rural regions. Lower-speed broadband boosted growth in both areas but with weaker effects in rural regions. High-speed broadband significantly accelerated rural economic growth while having no impact in cities. Rural high-speed expansion shows increasing returns to scale and represents critical infrastructure for rural development, supporting policies to close the urban-rural digital divide.
-
Subdividing the Digital Divide: Differences in Internet Access and Use among Rural Residents with Medical Limitations
Rural residents and people with medical conditions use the Internet far less than urban residents and those without medical limitations. The study found that 32.6% of people with medical conditions used the Internet compared to 70.3% without conditions, and rural Internet use was 59.7% versus 69.4% urban. Racial disparities persisted even after controlling for demographics, with Hispanic and African American respondents showing significantly lower Internet use than white respondents. The rural-urban gap disappeared when accounting for socioeconomic factors.
-
Innovation intermediation in a digital age: Comparing public and private new-ICT platforms for agricultural extension in Ghana
Two new-ICT platforms for agricultural extension in Ghana—one public, one private—were compared to assess their innovation-intermediation roles. While both platforms aimed to support demand articulation and matching, their effectiveness was limited by social, organizational, and institutional factors rather than technical capacity. Informal farmer-led initiatives using WhatsApp and Telegram proved more successful at transforming interaction patterns and achieving collective goals than formally designed platforms.
-
Can broadband access rescue the rural economy?
Broadband access alone cannot rescue rural economies. While governments promote broadband rollout for rural competitiveness, current technologies are unsuitable for remote areas. More fundamentally, rural businesses lack growth propensity and entrepreneurial drive, making technology access secondary to deeper enterprise challenges. Technology deployment without addressing these underlying limitations will fail to deliver expected economic benefits.
-
A Rural‐Urban Digital Divide?
This study examines the digital divide in Tanzania by surveying Internet café users across rural, semi-urban, and central regions. The researchers find that access differences stem primarily from the availability of physical venues with technology rather than user capability or behavior. Internet users and usage patterns are largely uniform across regions, with only minor variations.
-
Challenges for the next level of digital divide in rural Indonesian communities
This study examines digital divide challenges in a rural Indonesian village by moving beyond simple access gaps to analyze four stages of internet adoption: motivation, material access, skills, and usage. Researchers found age-based disparities among digital natives and identified how internet use positively affects community participation. The analysis reveals distinct barriers at each adoption stage, leading to targeted policy recommendations for improving rural development through ICT in Indonesia and other developing countries.
-
The fourth industrial revolution, agricultural and rural innovation, and implications for public policy and investments: a case of India
India's Digital India initiative deploys networked digital solutions to boost agricultural productivity and rural welfare across 156 million households. The paper identifies three major barriers: delivering location-specific, farmer-friendly agricultural content; building digital literacy so farmers can effectively use apps; and measuring actual adoption and impact. Success requires complementary investments in physical, human, and institutional capital alongside ongoing policy reforms.
-
Broadband and the creative industries in rural Scotland
Broadband connectivity is essential for rural creative professionals in Scotland. The study finds that download speeds of at least 2 megabits per second are critical for creative sector workers. Without adequate broadband access, rural creative practitioners face significant disadvantages, and communities risk losing talent to areas with better digital infrastructure, threatening rural economic viability.
-
The Digital Divide and ICT Learning in Rural Communities: Examples of Good Practice Service Delivery
Rural communities face barriers to ICT adoption and skills development. This paper identifies successful approaches to building digital culture in rural areas, including community resource centres for hands-on experience, internet cafés and gaming to lower entry barriers, user management strategies to build ownership, mobile service delivery, integration of ICT into existing services, and targeted financial support.
-
Rural broadband speeds and business startup rates
Using county-level data from 2014, this study examines how broadband speeds affect rural business startup rates across different industries. The researchers find that broadband coverage significantly influences startup activity, with download speeds mattering more than upload speeds. Mobile broadband also plays a role. Importantly, the impact varies by industry type—what drives startups in one sector may not apply to another. The findings confirm that broadband access is increasingly critical for rural entrepreneurship.
-
Rural tourism and the development of Internet-based accommodation booking platforms: a study in the advantages, dangers and implications of innovation
Internet-based accommodation booking platforms like Booking.com have grown rapidly and now dominate rural tourism markets. While small rural businesses benefit from cheap global reach, these platforms concentrate market power and divert revenue from local and regional booking organizations that provide training, marketing, and destination promotion. The paper studies rural Norwegian accommodation providers to show how platform adoption reshapes competition, pricing, and business operations, then proposes new roles for regional organizations.
-
Hybrid wireless-broadband over power lines: A promising broadband solution in rural areas
A hybrid wireless-broadband over power lines network deployed across 107 km of medium voltage power grid in rural Greece successfully delivers broadband access and smart grid applications to sparsely populated areas. The system exploits existing power infrastructure combined with wireless technology to overcome the low profitability and adoption barriers that typically prevent broadband projects in rural regions, demonstrating this approach as a viable alternative solution.
-
Rural Schools and the Digital Divide
Rural teachers use various educational technology tools but lack formal training, relying instead on trial and error to learn new systems. Budget constraints emerge as the primary barrier to technology adoption, followed by students' limited home internet access. Teachers hold mixed views on technology effectiveness. The study recommends strategies for administrators and educators to better integrate appropriate tools and improve student learning outcomes.
-
Effects and mechanisms of rural E‐commerce clusters on households' entrepreneurship behavior in China
Rural e-commerce clusters in China's Taobao Villages significantly boost household entrepreneurship. The study identifies four key mechanisms: local resource endowment, entrepreneurial atmosphere and culture, low entrepreneurship thresholds, and demonstrative leadership all positively influence entrepreneurial behavior. External support from government and business environments further strengthens e-commerce development. These clusters effectively stimulate entrepreneurial enthusiasm and increase entrepreneurial activity among rural households.
-
An mHealth Model to Increase Clinic Attendance for Breast Symptoms in Rural Bangladesh: Can Bridging the Digital Divide Help Close the Cancer Divide?
A randomized controlled trial in rural Bangladesh tested a smartphone application to help community health workers identify women with breast symptoms and encourage clinic attendance. Community health workers using the smartphone app identified more abnormal cases than paper-based controls. Adding patient navigation training to the smartphone app achieved the highest clinic attendance rates, demonstrating that digital tools combined with navigation support effectively increase healthcare-seeking behavior for breast cancer symptoms in rural areas.
-
Does Digital Inclusive Finance Promote Coastal Rural Entrepreneurship?
Digital inclusive finance significantly promotes rural entrepreneurship in China, particularly in central inland regions. The study analyzes payment services and monetary fund indices using national panel data, finding that digital finance reduces financial exclusion and improves access to capital. However, the effect varies by region—coastal and western areas show weaker impacts than inland central regions.
-
Analyzing the Mobile “Digital Divide”: Changing Determinants of Household Phone Ownership Over Time in Rural Bangladesh
Mobile phone ownership in rural Bangladesh nearly doubled from 2008 to 2011, growing from 30% to 56% of households. Illiteracy, lack of electricity, and low wealth initially limited ownership, but these barriers weakened significantly over time. Lower-income households showed the fastest growth rates as competitive pricing and service innovations democratized access. The findings suggest mobile phones can now reach vulnerable populations for health and financial services.
-
Smart Villagers as Actors of Digital Social Innovation in Rural Areas
Rural inhabitants drive digital social innovation to address problems like poor mobility, demographic decline, and digital inequality. Two German villages demonstrate how local innovators—termed Smart Villagers—create solutions like community apps and car-sharing systems. These bottom-up actors work as drivers, supporters, and users, collaborating with external professionals. The research shows Smart Villagers are motivated and skilled but require outside support to sustain their initiatives.
-
Digital Economy, Agricultural Technology Innovation, and Agricultural Green Total Factor Productivity
The digital economy significantly boosts agricultural green total factor productivity in China by driving agricultural technology innovation. Western China experiences stronger positive effects than Central and Eastern regions. The study uses quantitative methods to measure productivity and technology variables, finding that digital economy development directly increases agricultural efficiency while reducing environmental impact, supporting China's climate goals.
-
Factors Influencing Returning Migrants’ Entrepreneurship Intentions for Rural E-Commerce: An Empirical Investigation in China
Returning migrants in rural China show stronger intentions to start e-commerce businesses when they face urban employment barriers, receive government policy support, and have access to good infrastructure. High startup costs discourage rural e-commerce entrepreneurship. Government policies significantly mediate the relationship between startup costs and entrepreneurial intentions. The study recommends strengthening policy support, improving rural infrastructure, and reducing startup costs to encourage returning migrants to launch e-commerce ventures.
-
‘Stuck Out Here’: The Critical Role of Broadband for Remote Rural Places
Broadband connectivity is essential for economic and social sustainability in remote rural Scotland. Research with small rural business owners shows that internet access directly enables business development and sustainability while supporting education, leisure, and social participation. Without broadband, remote rural communities face significant disadvantages in maintaining viable livelihoods and quality of life.
-
Digital Villages Construction Accelerates High-Quality Economic Development in Rural China through Promoting Digital Entrepreneurship
Digital village construction in rural China drives high-quality economic development, with digital entrepreneurship serving as the key mechanism. Using entropy weight TOPSIS and mediation analysis across four regions, the study finds a positive correlation between digital infrastructure investment and rural economic growth. Digital industry entrepreneurship activity directly transmits digitalization benefits to rural economies.
-
Thinking Together Digitalization and Social Innovation in Rural Areas: An Exploration of Rural Digitalization Projects in Germany
This paper examines how digitalization and social innovation work together in rural German communities. The author develops a conceptual framework connecting these two areas, which are typically studied separately, and uses it to analyze existing rural digitalization projects in Germany. The framework helps identify the range of initiatives and provides a systematic approach for supporting smart villages that integrate both digital technologies and social innovation.
-
Broadband adoption and availability: Impacts on rural employment during COVID-19
During COVID-19 lockdowns in April and May 2020, rural U.S. counties with higher broadband availability and wired broadband adoption rates experienced significantly higher employment rates. Using two-stage least squares analysis while controlling for socioeconomic and demographic factors, the authors demonstrate that both broadband infrastructure and household adoption directly supported rural employment when work moved online.
-
Telehealth, Rural America, and the Digital Divide
Rural America faces significant barriers to telehealth adoption due to the digital divide. Limited broadband access, inadequate infrastructure, and connectivity gaps prevent rural patients and providers from effectively using remote healthcare technologies. The paper examines how these digital inequities undermine telehealth's potential to address rural healthcare shortages and improve access to medical services in underserved communities.
-
Teachers' ICT Adoption in South African Rural Schools: A Study of Technology Readiness and Implications for the South Africa Connect Broadband Policy
Rural teachers in South African schools show strong optimism about using ICTs for teaching, indicating readiness to adopt technology despite financial and skills barriers. However, most schools ban student personal devices, creating a conflict with South Africa's Connect broadband policy goals of universal internet access and digital skills development by 2030. The study reveals a disconnect between school policies and national broadband objectives.
-
Examining the Digital Divide between Rural and Urban Schools: Technology Availability, Teachers’ Integration Level and Students’ Perception
This study compared technology integration in rural and urban elementary schools in southern Taiwan using surveys of 275 teachers and 293 students. Rural schools had significantly fewer devices like interactive whiteboards, desktops, and tablets than urban schools. Rural teachers showed lower technology competence and integration levels than urban teachers. Students in rural schools had less experience with technology-based learning, particularly interactive whiteboards. The digital divide between rural and urban schools affected both infrastructure and teaching practices.
-
DIGITAL ENTREPRENEURSHIP SOLUTION TO RURAL POVERTY: THEORY, PRACTICE AND POLICY IMPLICATIONS
Digital entrepreneurship can reduce rural poverty by addressing structural barriers and improving rural entrepreneurs' financial outcomes. The paper develops a framework linking digital ecosystems to poverty reduction, examining how local government policies enable or hinder this process. Case studies reveal tensions between market forces, technology adoption, business viability, and government support in developing economies, with implications for rural development policy.
-
Crossing the digital divide: cost-effective broadband wireless access for rural and remote areas
This paper examines how WiFi technology can deliver affordable broadband to rural and remote areas where service is expensive or unavailable. The authors model wireless networks using 802.11b with realistic costs, demand, and revenue data across different settlement patterns. They evaluate emerging technologies like high-gain antennas and multihop routing. Results demonstrate that cost-effective high-speed internet access is economically viable in rural regions through innovative wireless approaches.
-
Digital agriculture platforms: Driving data‐enabled agricultural innovation in a world fraught with privacy and security concerns
Digital agriculture platforms enable data sharing and collaboration across agricultural value chains, but face significant challenges around data quality, privacy, and intellectual property. This paper develops a taxonomy of the digital agriculture landscape and analyzes platforms against technical and use requirements, establishing a common vocabulary for understanding how these systems support data-enabled agricultural innovation.
-
The Community Reclaims Control? Learning Experiences from Rural Broadband Initiatives in the Netherlands
Four Dutch rural broadband initiatives reveal that communities struggle to maintain control over digital infrastructure despite participatory ideals. Local groups must navigate competing interests from commercial providers and government authorities while managing limited social, intellectual, and financial resources. Volunteer burnout threatens project sustainability. Communities succeed only when members develop professional expertise to compete in complex broadband markets, yet learning remains secondary to achieving broadband access itself.
-
Evaluating the impact of broadband access and internet use in a small underserved rural community
A wireless broadband network deployed in a rural Missouri community produced mixed results. While the intervention didn't directly increase internet use for employment, education, or health, it did enable households to use multiple devices simultaneously. The study highlights that broadband benefits in underserved areas differ from unserved ones, and offers practical guidance for designing future broadband evaluation studies.
-
The Unseen Digital Divide: Urban, Suburban, and Rural Teacher Use and Perceptions of Web-Based Classroom Technologies
A survey of 2,200 teachers across rural, suburban, and urban schools in a Mid-Atlantic state found significant differences in technology use and perceived effectiveness of web-based classroom tools. Urban teachers used and perceived web-based technologies as less effective than their suburban and rural counterparts. Suburban teachers rated technology effectiveness highest, followed by rural teachers. The findings suggest urban schools need targeted support to improve technology integration.
-
Superfast Broadband and Rural Community Resilience: Examining the Rural Need for Speed
Superfast broadband enhances rural community resilience by enabling greater control over daily activities and providing reliable access to high-capacity services like video. Interview data from 36 rural UK residents shows that faster internet supports personal skill-building and individual empowerment. However, the relationship between broadband speed and community resilience proves complex and sometimes contradictory, with users primarily viewing the internet as an individualized tool rather than a collective resource.
-
Bridging the Digital Divide for Rural Older Adults by Family Intergenerational Learning: A Classroom Case in a Rural Primary School in China
Rural older adults in China struggle with digital literacy due to formal training programs that ignore their individual needs. This study tested family intergenerational learning, where grandchildren taught grandparents digital skills at home. Over three months, ten grandparent-grandchild pairs participated. Results show the approach successfully helped older adults gain digital knowledge, improve skills, adopt new lifestyles, and understand technology's role in society. Grandchildren also developed awareness of lifelong learning and responsibility toward elders.
-
Bridging Indonesia’s Digital Divide: Rural-Urban Linkages?
Indonesia's rural-urban internet access gap persists despite high social media use nationwide. Rural households have half the internet access of urban households. This paper examines the digital divide beyond mere access, analyzing how people actually use the internet and their digital skills. The authors identify social inequality, lack of motivation, and limited digital skills as root causes. They reject simple rural-urban categorization and propose rural-urban linkages—integrating people, information flows, and cross-sector connections like agriculture and services—to bridge the divide.
-
Social Media for Enhancing Innovation in Agri-food and Rural Development: Current Dynamics in Ontario, Canada
Social media adoption in Ontario's agri-food and rural sectors remains in early stages with significant barriers. Analysis of 50 online communities reveals that farmers, entrepreneurs, scientists, and rural workers struggle to collaborate effectively on Web 2.0 platforms. Key obstacles include feedback gaps, conflicting stakeholder views on credibility and risk, and insufficient capacity to develop appropriate applications. The paper concludes that user-oriented, autonomous social media tools are essential for enabling genuine innovation in rural systems.
-
Does broadband infrastructure really affect consumption of rural households? – A quasi-natural experiment evidence from China
China's "Broadband Countryside" pilot project increased rural household consumption by 16.69%, primarily through mobile internet access rather than computer use. The infrastructure investment boosted everyday consumption and high-quality goods purchases, though consumption upgrading remained limited. The study uses quasi-experimental methods to establish that broadband infrastructure directly drives rural household spending patterns.
-
Rural Digital Innovation Hubs as a Paradigm for Sustainable Business Models in Europe’s Rural Areas
Rural Digital Innovation Hubs improve sustainability in European rural areas by connecting local businesses, people, and authorities with digital technology and skilled support. A case study of a wine hub in Slovenia shows that DIHs reduce costs, create jobs, optimize operations, lower environmental impact, and increase digital inclusion. The authors conclude that rural DIHs should be integrated into smart rural development policies.
-
Urban/Rural Digital Divide Exists in Older Adults: Does It Vary by Racial/Ethnic Groups?
Older Americans in rural areas use the internet significantly less than urban counterparts, and this gap is worse for Black and Hispanic seniors. Using data from 17,372 Americans aged 50+, the study found that rural residence and racial/ethnic minority status both independently reduce internet use. Rural living creates an especially severe digital divide for older Black Americans compared to older White Americans, indicating that targeted interventions must address the compounded barriers facing rural minority seniors.
-
Entrepreneurship, Broadband, and Gender: Evidence from Establishment Births in Rural America
Broadband access significantly increases business formation rates in rural America, with the strongest effects on nonemployer businesses, women-led enterprises, and remote establishments. The study uses instrumental variable methods to show that broadband enables rural entrepreneurs—particularly women—to reach nontraditional markets without physical storefronts, overcoming the constraints of thin local markets.
-
Explaining Broadband Adoption in Rural Australia: Modes of Reflexivity and the Morphogenetic Approach1
Australia's national broadband rollout requires rural areas to adopt new infrastructure, but adoption remains complex and contested. This paper uses critical realism to examine why rural communities and small businesses accept or reject broadband. The authors argue that individual reflexivity—how people think through their own circumstances—shapes adoption decisions alongside economic, cultural, and ideological factors.
-
Appreciating the Contribution of Broadband ICT With Rural and Remote Communities: Stepping Stones Toward an Alternative Paradigm
Conventional broadband policy evaluation in rural areas focuses narrowly on measurable short-term outcomes, missing how ICT actually contributes to economic, social, and cultural wellbeing. This paper proposes an alternative approach treating broadband projects as learning experiments within sociotechnical systems. It emphasizes stakeholder engagement, adaptive policymaking, and letting communities define their own impact indicators rather than imposing predetermined measures.
-
Examining the emergence of digital society and the digital divide in India: A comparative evaluation between urban and rural areas
India's digital expansion since 2000, accelerated by affordable internet access, has created a digital divide rooted in socioeconomic inequality rather than technology alone. The study compares rural and urban areas, finding that digital inequalities affect access to education and economic opportunities across both settings. The digital divide reflects broader socioeconomic disparities and capability gaps, not merely technological access differences.
-
The Diffusion of Internet Technologies to Rural Communities: A Portrait of Broadband Supply and Demand
Rural Oklahoma communities face persistent digital divides driven primarily by demand-side factors rather than infrastructure gaps. While telecommunications companies underinvest in rural areas due to low population density, the study finds that infrastructure availability contributes only minimally to broadband access disparities. However, infrastructure's importance grows as Internet knowledge spreads, suggesting that supply-side investments become more critical as rural demand increases.
-
Bridging the urban-rural digital divide: taxonomy of the best practice and critical reflection of the EU countries’ approach
EU countries use fragmented approaches to reduce the urban-rural digital divide. This paper creates a taxonomy of European rural digitalization strategies and groups countries by their implementation patterns. The analysis reveals that digital infrastructure and virtual sphere coherence are critical challenges preventing successful bridging of the divide across EU member states.
-
Is There Any Difference in the Impact of Digital Transformation on the Quantity and Efficiency of Enterprise Technological Innovation? Taking China’s Agricultural Listed Companies as an Example
Digital transformation in China's agricultural companies increases the quantity of technological innovations but does not improve innovation efficiency. The effect varies by company ownership type and depends on operating expense ratios. When operating expenses fall below a critical threshold, digital transformation significantly boosts innovation efficiency. These findings reveal that digitalization alone does not guarantee better-quality innovations in agricultural enterprises.
-
THE DIGITAL DIVIDE AND RURAL COMMUNITY COLLEGES: PROBLEMS AND PROSPECTS
Rural America faces a persistent and widening digital divide, with lower rates of telephone, computer, and internet access compared to urban areas. This gap affects nearly all demographic groups—single parents, elderly and young people, minorities, people with disabilities, and lower-income households. The article examines four national reports documenting these disparities and discusses how the divide impacts rural community college students, educators, administrators, and policy decisions.
-
The digital divide in rural South Asia: Survey evidence from Bangladesh, Nepal and Sri Lanka
This paper examines how organizational innovations can bridge the digital divide in South Asia by providing affordable internet access. Using survey data from Bangladesh, Nepal, and Sri Lanka, the authors find that education is the primary driver of computer and internet adoption, both as a motivation for use and as an enabling factor—particularly English language proficiency.
-
The digital divide in rural and regional communities: a survey on the use of digital health technology and implications for supporting technology use
Rural and regional Australians show moderate digital health literacy, with 80% expressing confidence in online health information. However, barriers persist: product complexity, unreliable connectivity, low awareness of available resources, trust concerns, and cost prevent wider adoption. The study identifies opportunities to support lower-literacy users and improve digital health technology access in rural communities.
-
Rural Community Participation, Social Networks, and Broadband Use: Examples from Localized and National Survey Data
Broadband access independently increases volunteering in rural communities, separate from the effects of social network size. The study analyzed three datasets to examine how internet connectivity influences community participation, which is particularly vital in rural areas. Results show broadband and social networks operate as distinct factors driving rural civic engagement.
-
The digital divide in Europe's rural enterprises
Rural enterprises across ten European regions show significant digital divides in ICT adoption. While north-south geographic differences exist, sectoral factors, firm size, and network connections matter more. Human capital characteristics—skills and knowledge of workers—emerge as the strongest predictor of whether rural businesses adopt digital technologies. Regional and national context also shapes adoption patterns beyond simple geographic location.
-
Does Digital Financial Inclusion Reduce China’s Rural Household Vulnerability to Poverty: An Empirical Analysis From the Perspective of Household Entrepreneurship
Digital financial inclusion reduces rural poverty vulnerability in China by enabling household entrepreneurship. The study finds that digital financial services are particularly effective for low-income households in regions with limited financial development and human capital. The research recommends that China develop digital financial inclusion infrastructure and coordinate it with other poverty-reduction policies to prevent households from returning to poverty.
-
Exploring the digital divide in primary education: A comparative study of urban and rural mathematics teachers’ TPACK and attitudes towards technology integration in post-pandemic China
This study compares urban and rural primary mathematics teachers in China, finding significant disparities in technological knowledge and attitudes toward digital integration. Urban teachers demonstrated higher proficiency and more positive views due to better resource access and professional development. Rural teachers faced constraints limiting their technology adoption. Younger teachers adapted more readily than older ones. The research calls for targeted rural professional development and equitable technology access policies.
-
Progress towards enhanced access and use of technology during the COVID-19 pandemic: A need to be mindful of the continued digital divide for many rural and northern communities
COVID-19 accelerated technology adoption in rural and northern areas, but widened the digital divide for many residents. Older adults increased their technology use, and organizations deployed new tools for healthcare, social engagement, and caregiver support. The paper examines strategies to bridge this divide and recommends that policymakers leverage pandemic lessons to ensure rural and northern communities gain lasting benefits from technology access and close persistent digital gaps.
-
Village public innovations during COVID19 pandemic in rural areas: Phenomena in Madura, Indonesia
During the COVID-19 pandemic, village administrations in Sampang Regency, Indonesia implemented three types of public innovations to maintain their green zone status and adapt to new living habits. These included product innovations like cash assistance programs and free internet networks, process innovations using call centers and digital communication tools, and policy innovations establishing volunteer teams and social distancing protocols at the village level.
-
Crossing the Chasm - Understanding China's Rural Digital Divide
China's rural digital divide persists despite government investment in bridging it. This study surveyed 924 internet users to understand why rural residents lag behind urban counterparts in digital adoption. Using behavioral theory, the research identifies distinct patterns between rural and urban users, revealing the critical factors driving China's rural digital divide and offering insights for closing the gap.
-
Social Capital, Financial Literacy, and Rural Household Entrepreneurship: A Mediating Effect Analysis
Social capital promotes rural entrepreneurship in China by improving financial literacy among household members. The study uses survey data to show that bridging social capital—connections across different groups—increases entrepreneurial activity. Information and communication technologies amplify this effect by facilitating knowledge sharing. The findings support policies encouraging entrepreneurship through social networks and digital infrastructure in rural areas.
-
Firms’ eco-innovation and Industry 4.0 technologies in urban and rural areas
Rural firms eco-innovate more than urban firms despite lower digital adoption, but urban location amplifies the eco-innovative impact of Industry 4.0 technologies. The study analyzed European firms and found that rural areas show unexpected strength in environmental innovation, though urban firms better leverage digital tools for eco-innovation purposes.
-
Digital Divide and Poverty Eradication in the Rural Region of Northern Peninsular Malaysia
Rural communities in northern Peninsular Malaysia face a digital divide that limits their access to information and communication technologies. Despite government initiatives to close this gap, ICT access remains significantly lower than in urban areas. The study finds that ICTs alone cannot reduce poverty without strategic central policies and practical grassroots implementation working together to address barriers to access and socio-economic growth.
-
The “digital divide” for rural small businesses
Rural small businesses in North Carolina lag behind non-rural counterparts in adopting digital marketing practices, despite having improved broadband access. The digital divide for rural businesses stems not from lack of internet connectivity but from failure to use web and social media marketing tools effectively. Policymakers must address both infrastructure and business capacity to use it.
-
Micro-entrepreneurship, new media technologies, and the reproduction and reconfiguration of gender in rural China
Rural Chinese micro-entrepreneurs use new media technologies like mobile phones and the internet to start businesses, but gender inequalities persist. Women and men face unequal access to capital and social networks despite technology's potential. While some women gain economic opportunities and challenge traditional gender norms through technology use, deeply entrenched power differentials mean technology often reproduces rather than overcomes existing gender hierarchies.
-
Teachers Bridging the Digital Divide in Rural Schools with 1:1 Computing
A study of rural Florida teachers implementing 1:1 computing found that perceived ease of use and usefulness predicted adoption. Teachers integrated the technology primarily to build digital literacy, enable collaboration, and assess students. Their motivation centered on boosting engagement, personalizing learning, and improving productivity.
-
The contingent nature of broadband as an engine for business startups in rural areas
Ultrafast broadband deployment in rural France increased business startups, but only in municipalities with strong existing conditions like good economic climate, natural amenities, and favorable demographics. Broadband alone cannot revitalize structurally weak rural areas; it requires complementary local assets to be effective.
-
Rural Measures: A Quantitative Study of The Rural Digital Divide
This study develops and tests an inexpensive methodology to accurately measure the rural-urban digital divide by combining broadband quality and availability metrics with quality-of-life measures from the consumer perspective. Two pilot studies refined the approach, demonstrating that reliable measurement is possible. The authors provide recommendations for policymakers and researchers seeking to direct public assistance more effectively.
-
The Politics of Good Enough: Rural Broadband and Policy Failure in the United States
U.S. rural broadband policy has failed to close the digital divide despite universal service mandates and billions in deployment funding. The author identifies three policy failures—meaning, mapping, and money—rooted in a "politics of good enough" that accepts inadequate standards. Over 42 million Americans, predominantly rural residents, lack high-speed internet access, a crisis intensified by COVID-19's shift to remote work and learning.
-
Adoption of ICT in agricultural management in the United Kingdom: the intra-rural digital divide
UK farming businesses adopting information and communication technology gain significant benefits, but a digital divide is emerging within the agricultural sector. Farmers who fail to adopt ICT face severe competitive disadvantages. The paper argues that Central and Eastern European countries will experience similar divides, warranting policy intervention and further research to address technology adoption gaps.
-
Rural and non-rural digital divide persists in older adults: Internet access, usage, and attitudes toward technology
Rural older adults have significantly lower internet access rates (54%) compared to urban (66%) and suburban residents (61%). Rural seniors use communication, financial, and media technologies less frequently and hold more negative attitudes toward technology, viewing it as complicated and hard to learn. Targeted interventions are needed to reduce the digital divide in rural communities.
-
Broadband and civic engagement in rural areas: What matters?
Broadband adoption, rather than mere access or infrastructure, most strongly correlates with civic engagement in rural US communities. Community anchor institutions matter specifically for neighbor interactions and school confidence. The study analyzed 19 civic engagement metrics from national surveys using state and household-level data, finding adoption consistently outperforms access and infrastructure measures in predicting community involvement.
-
The Importance of Broadband for Socio-Economic Development: A Perspective from Rural Australia
Rural Australian communities lack reliable broadband access despite national infrastructure plans, creating significant disadvantages. Residents in New South Wales report that slow, unreliable connections harm business development, education, emergency services, and healthcare. The study finds that rural-urban digital disparities worsen when urban infrastructure advances without addressing remote areas. Current broadband policy fails to account for rural geographic and socio-economic contexts, requiring strategic reforms prioritizing underserved regions.
-
Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance
Digital technologies like mobile money, digital credit scoring, and satellite imagery can address rural microfinance challenges by reducing information gaps and transaction costs in savings, credit, and insurance markets. The paper reviews evidence across these three domains and finds promising potential, but warns that digital tools have limitations requiring careful evaluation and oversight to ensure the resulting financial systems are more efficient and equitable than current alternatives.
-
THE FINANCIAL EXCLUSION IN THE DEVELOPMENT OF DIGITAL FINANCE — A STUDY BASED ON SURVEY DATA IN THE JINGJINJI RURAL AREA
Rural residents in Beijing, Tianjin, and Hebei face significant financial exclusion from digital finance services. The study identifies key barriers: personal characteristics like age and education, lack of understanding of digital finance, weak digital infrastructure, limited digital finance development, and unfavorable social environments. Policymakers should target interventions toward excluded groups based on demographic and economic factors to improve financial inclusion.
-
Making Education Equitable in Rural China through Distance Learning
China's Distance Education Project for Rural Schools (2003–2007) deployed ICT tools to improve basic education access in poor rural areas, particularly western provinces. The paper analyzes DEPRS's effectiveness and impact, examining whether and how its three learning tools actually improved education outcomes in remote rural communities, addressing persistent gaps between urban and rural educational quality.
-
Mobile phones, household welfare, and women’s empowerment: evidence from rural off-grid regions of Bangladesh
Mobile phone access in rural off-grid Bangladesh increases household income by 3–10 percent through small businesses and remittances, improves women's empowerment, and helps households manage consumption during economic shocks. The study recommends policies supporting mobile technology investment, affordable tariffs, and mobile financial services to reduce digital divides and enable balanced regional development.
-
Can China’s digital inclusive finance help rural revitalization? A perspective based on rural economic development and income disparity
Digital inclusive finance in China promotes rural revitalization by expanding economic growth and reducing urban-rural income gaps. The effect varies by region, with stronger impacts in eastern and central provinces than western areas. Coverage breadth and usage depth drive revitalization, while digitalization shows a U-shaped relationship. A threshold effect exists: below certain levels, digital finance facilitates revitalization; above thresholds, effects strengthen significantly.
-
Parents' perceptions of distance learning during COVID-19 in rural Indonesia
Parents in rural Indonesia adapted to distance learning during COVID-19 school closures through mixed online and offline approaches. While parents accepted the necessity, distance learning created economic, psychological, and social burdens on families. Many parents lacked time and teaching skills to support their children effectively. Despite parental efforts to provide internet access and homework help, children's learning motivation and cognitive abilities declined. Parents wanted schools to reopen rather than extend remote learning.
-
Rural Microfinance Service Delivery: Gaps, Inefficiencies and Emerging Solutions
Rural microfinance institutions face three critical operational challenges: communicating with remote clients, managing institutional data, and delivering money to distant areas. This paper identifies technology gaps in these areas based on field research across Latin America and Asia. It examines current solutions including handheld devices for data collection, management information systems, and electronic banking strategies, assessing their effectiveness and potential to help microfinance providers achieve sustainable growth and scale.
-
China's pursuits of indigenous innovations in information technology developments: hopes, follies and uncertainties
China pursues indigenous innovation in information technology to reduce dependence on American dominance, mobilizing national resources to develop core hardware and software capabilities and lead in next-generation networks. However, domestic political-economic constraints and China's deep integration into global capitalist markets complicate these efforts, creating tensions between the state's technological sovereignty goals and the transnational nature of modern IT development.
-
Impact of Digital Inclusive Finance on Rural High‐Quality Development: Evidence from China
Digital inclusive finance significantly promotes rural economic development in China by improving economic efficiency, urban-rural structure, ecological sustainability, livelihoods, and innovation capacity. The relationship is nonlinear, initially restraining growth before accelerating after a threshold. The authors recommend expanding rural digital infrastructure and inclusive finance services, particularly in economically underdeveloped regions.
-
Investigating science learning for rural elementary school teachers in a professional-development project through three distance-education strategies
This study compared three distance-education approaches for teaching science to 94 rural Midwestern elementary teachers: live interactive television, videotaped presentations with live discussion, and asynchronous web-based sessions. Live interactive television produced the highest learning gains across all assessment types, followed by web-based learning, then videotaped presentations. The findings show that real-time interaction significantly improves science learning outcomes for rural teachers in professional development.
-
Performance characterization of low-cost air quality sensors for off-grid deployment in rural Malawi
Low-cost air quality sensors deployed in rural Malawi can effectively monitor air pollution when calibrated using data from regulatory sites in wealthier regions. Machine learning models, particularly k-nearest neighbors hybrid approaches, successfully calibrate electrochemical gas sensors and transfer well to deployment conditions. Optical particle counters performed poorly in high humidity and near biomass burning. Data recovery was limited by power constraints, but sensors showed no decay over one year. The study demonstrates feasibility while identifying needs for improved power systems and regional monitoring infrastructure.
-
Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China
Digital inclusive finance significantly improves agricultural development in rural China, with the strongest effects in the Eastern region. The relationship is nonlinear, with two critical thresholds: below 4.77, digital finance has minimal impact; above 5.32, its positive effects strengthen substantially. Regional differences exist across China's three regions. The study recommends expanding digital finance in Central and Western regions to balance development and reduce financial exclusion in agriculture.
-
Supporting Self-Determined Indigenous Innovations: Rethinking the Digital Divide in Canada
This paper challenges the Western narrative about Indigenous peoples and technology adoption, examining how Indigenous communities in Canada engage with digital innovation on their own terms. Rather than viewing Indigenous peoples as resistant to technology, the authors argue for recognizing self-determined Indigenous innovations and rethinking how the digital divide is conceptualized in ways that respect Indigenous autonomy and knowledge systems.
-
Microfinance towards micro-enterprises development in rural Malaysia through digital finance
Microfinance significantly boosts rural micro-enterprise development in Malaysia, with digital finance playing a partial mediating role. The study surveyed 563 rural micro-enterprises and found that microfinance institutions adopting digital finance can reduce transaction costs and improve productivity. Policymakers should encourage this integration to support sustainable micro-enterprise growth and poverty alleviation.
-
Impact of digital inclusive finance on agricultural total factor productivity in Zhejiang Province from the perspective of integrated development of rural industries
Digital inclusive finance—combining digital technology with inclusive financial services—significantly boosts agricultural productivity in Zhejiang Province, China. The mechanism works through integrated rural industry development. The effect is stronger in northeastern Zhejiang and mid-tier agricultural areas. Expanding digital inclusive finance and coordinating its regional development can improve overall agricultural productivity and support rural revitalization.
-
Complementarity or Substitution: A Study of the Impacts of Internet Finance and Rural Financial Development on Agricultural Economic Growth
Using Chinese county-level data from 2014–2018, this study examines how internet finance and rural finance affect agricultural economic growth. The researchers found that both contribute to growth, but show substitution effects—internet finance reduces the marginal impact of traditional rural finance. Internet finance benefits wealthy counties but hinders development in poorer regions. The findings suggest policymakers should restructure rural financial markets and modernize traditional financial institutions.
-
Two years’ experience of implementing a comprehensive telemedical stroke network comprising in mainly rural region: the Transregional Network for Stroke Intervention with Telemedicine (TRANSIT-Stroke)
A telemedicine stroke network in rural Bavaria, Germany, improved quality of care across hospitals of different specialization levels over two years. Level-I hospitals without specialized stroke units showed significant improvement in diagnostic processes and organization, while level-II and level-III hospitals maintained high quality standards throughout. By the end of the study period, ten of thirteen quality indicators met predefined targets, demonstrating that comprehensive telemedical networks enhance stroke care delivery in rural regions.
-
Administrative challenges and rewards of online learning in a rural community college: Reflections of a distance learning administrator
A rural community college in central Michigan developed online learning programs that transformed teaching, learning, and institutional operations. The administrator describes the specific challenges and rewards encountered while building distance education capacity in a small rural institution, revealing how online learning reshaped the college's processes and systems.
-
Plugging in indigenous knowledge: Connections and innovations
Indigenous Australians participated vigorously in early World Wide Web development, creating high-quality sites that expressed diverse purposes and styles. The Web's properties—hypertext, multimedia, and collaborative features—encouraged Indigenous participation while reducing conventional media gatekeeping. Indigenous-run sites remained proportionally high, Indigenous publishing became significant on the Web landscape, and concerns about appropriation and misrepresentation proved unfounded.
-
MANAGING INDIGENOUS AND EXOGENOUS KNOWLEDGE THROUGH INFORMATION AND COMMUNICATION TECHNOLOGIES FOR AGRICULTURAL DEVELOPMENT AND ACHIEVEMENT OF THE UN MILLENNIUM DEVELOPMENT GOALS IN TANZANIA
This paper examines how information and communication technologies can integrate indigenous knowledge with external agricultural expertise to advance farming development in Tanzania. The authors argue that combining local farming practices with modern ICT tools helps achieve broader development goals, particularly in rural agricultural communities where traditional knowledge remains valuable alongside contemporary innovations.
-
Digital transition and the clean renewable energy adoption in rural family: evidence from Broadband China
China's Broadband China Policy increased clean renewable energy adoption in rural households by 5.8% in central regions, but decreased adoption by 12.6–13.5% in eastern and western regions. The policy's effects operate through population size, economic scale, and income levels. Digital infrastructure expansion drives renewable energy adoption differently across regions, with implications for developing countries pursuing decarbonization through digital development.
-
Renewable-Energy-Powered Cellular Base-Stations in Kuwait’s Rural Areas
This paper evaluates hybrid renewable energy systems to power remote cellular base-stations in two rural areas of Kuwait. The researchers modeled wind turbine and solar panel configurations using local climate data and optimization software. Wind turbines with battery storage proved most cost-effective at the windier site, while solar panels with batteries worked best at the sunnier location. Both configurations eliminated diesel generator use, reduced costs, and achieved zero emissions compared to conventional diesel-powered stations.
-
Just-in-time online professional development activities for an innovation in small rural schools / Activités de perfectionnement professionnel « juste-à-temps » pour l’innovation dans les petites écoles rurales
Remote Networked Schools, a Quebec initiative, provided just-in-time online professional development to teachers in small rural schools to integrate information and communication technologies into learning. Over six years, a university intervention team designed and delivered targeted professional development activities. The study identifies which types of professional development activities teachers actually used and how they supported ICT innovation in rural classrooms.
-
The Impact of High School Distance e-Learning Experience on Rural Students' University Achievement and Persistence
Rural high school students with prior distance e-learning experience perform differently and persist at different rates in their first year of university compared to peers without online learning background. The study analyzed archival data to examine how secondary-level distance education affects post-secondary achievement and continuation, finding significant differences between the two groups.
-
Digital inclusive finance and the development of rural logistics in China
Digital inclusive finance significantly boosts rural logistics development in China, according to analysis of 31 provinces from 2013 to 2020. The relationship shows diminishing returns at higher levels of financial inclusion. The impact varies by region and economic development stage. Digital finance services help overcome traditional finance's limitations in rural areas, enabling better logistics infrastructure and operations.
-
Technology Innovation and Digital Journalism Practice by Indigenous African-language Newspapers: The Case of <i>uMthunywa</i> in Zimbabwe
This paper examines how uMthunywa, a Zimbabwean indigenous-language newspaper, adopted digital journalism practices after stopping print production in 2020. The study finds that technological innovation remained limited due to organizational barriers including technophobia, poor capitalization, and staff lacking digital skills. The newspaper selectively adopted new digital practices primarily for survival rather than comprehensive transformation.
-
Rural Micro Credit Assessment using Machine Learning in a Peruvian microfinance institution
A machine learning model using artificial neural networks improves microcredit assessment for rural borrowers in Peru. The model achieved 93.72% accuracy in predicting loan defaults, outperforming the microfinance institution's traditional advisor-based method by 16.91 percentage points. This decision-support tool helps reduce credit risk by analyzing key financial and rural variables when evaluating loan applications from poor rural populations.
-
Power to the people: Applying citizen science and computer vision to home mapping for rural energy access
Researchers combined citizen science, satellite imagery, and computer vision to map remote homes in Uganda, Kenya, and Sierra Leone for rural electricity planning. Thousands of volunteers annotated 578,010 homes on the Zooniverse platform, achieving 93% recall. These annotations trained a machine learning model that mapped homes at scale with 67% precision, demonstrating that citizen science and computer vision can rapidly identify where rural populations live to support energy system design.
-
Digital inclusive finance and the development of sports industry: An empirical study from the perspective of upgrading the living level of rural residents
Digital inclusive finance promotes sports industry development in rural China by increasing rural residents' disposable income and improving their consumption patterns. The study analyzes provincial data from 2015–2019 and finds that digital finance creates scale effects that boost sports industry growth while upgrading rural living standards. Digital finance's precision targeting helps reshape rural consumption toward sports-related goods and services.
-
Rural low‐carbon energy development in the information age: Can internet access drive the farmer to participate in personal carbon trading schemes related to bioenergy?
Internet access increases farmers' willingness to participate in personal carbon trading schemes for bioenergy in rural China. The study finds that farmers with internet access show higher participation rates and demand higher carbon prices. Male, younger, and less-educated farmers respond most strongly to internet access. Longer internet use correlates with greater participation willingness, suggesting rural broadband infrastructure can promote carbon trading adoption and reduce rural poverty.
-
Uncovering Covid-19, distance learning, and educational inequality in rural areas of Pakistan and China: a situational analysis method
Covid-19 forced rural schools in Pakistan and China to adopt distance learning, exposing deep educational inequalities. Rural China lacks computers and connectivity; rural Pakistan faces teacher shortages and unpreparedness. Both countries struggle with poverty, inadequate funding, and poor internet infrastructure. Pakistan has better internet penetration but slower speeds, while China has faster but less available connectivity. Additional barriers include parental migration in China and extremist attacks on schools in Pakistan.
-
Living Labs for Rural Areas: Contextualization of Living Lab Frameworks, Concepts and Practices
Living Labs—participatory spaces for co-creating innovation—offer rural areas a framework for sustainable development and smart village initiatives. The paper argues that Living Labs can bridge rural-urban opportunity gaps, drive digital transformation, support circular economy practices, and foster local self-sufficiency. Community engagement and social change emerge as essential elements for enabling sustainable rural living through these collaborative innovation environments.
-
Does the digital economy promote “innovation and entrepreneurship” in rural tourism in China?
Digital economy development in rural China drives tourism entrepreneurship by promoting innovation. Using data from 150 counties in the Yangtze River Delta, the authors show that higher rural digitalization correlates with more model villages and increased tourism entrepreneurial activity. Digital tools reduce innovation costs, enabling rural entrepreneurs to develop new tourism products that attract more business creation.
-
Digitalization and Social Innovation in Rural Areas: A Case Study from Indonesia*
Digital technology adoption in rural Indonesia stimulates new social and institutional practices. The study finds that different technologies create varying adoption complexities and skill requirements, generating challenges that prompt collective learning. Cultural values significantly influence whether communities embrace digital innovation or maintain existing practices, with openness to change facilitating legitimacy for new solutions.
-
How Social Media Can Foster Social Innovation in Disadvantaged Rural Communities
Social media, particularly Facebook, has limited adoption in disadvantaged rural Japanese communities despite its potential to foster social innovation through remote networking. Most communities that adopted Facebook failed to expand their social networks. External supporters and migrants proved essential for successful networking outcomes. The findings suggest that policy interventions must address barriers to social media adoption and network expansion in peripheral rural areas.
-
Living labs fostering open innovation and rural development: Methodology and results
Rural living labs enable user-driven ICT innovation for economic and social development through open partnerships among stakeholders. The paper presents three case studies from Hungary, South Africa, and Spain, examining how living labs are established, how users participate, and what innovations emerge. Successful approaches include stakeholder platforms, user communities, cyclic innovation processes, and participatory action research—all requiring strong adaptation to local contexts.
-
Rural Living Labs: Inclusive Digital Transformation in the Countryside
Rural areas lag behind cities in digital transformation research and implementation. This study develops a Rural Living Lab framework to support user-centered digitalization in sparsely populated regions. Based on the DigiBy project in northern Sweden, the authors identify five key components for designing digital transformation pilots: rural context, digitalization, governance and business models, facilitating methods, and multi-stakeholder engagement. The framework helps rural communities understand and apply digital opportunities for service development.
-
Opportunities for Social Innovation at the Intersection of ICT Education and Rural Supply Chains
The paper argues that integrating ICT education into rural supply chains creates social innovation opportunities in developing countries. Linear, top-down education and supply chain systems fail to adapt quickly and exclude many people. The authors designed Prerana, an ICT platform piloted in India with SEWA and RUDI, that embeds education into supply chains, teaches life skills, and enables feedback from all participants. This approach preserves local knowledge while giving agency to workers and learners.
-
Rationale and Methods of Evaluation for ACHO, A New Virtual Assistant to Improve Therapeutic Adherence in Rural Elderly Populations: A User-Driven Living Lab
ACHO is a voice assistant designed to help elderly patients remember medications and medical appointments. Researchers developed and tested this technology using a user-driven living lab approach, where elderly patients and multidisciplinary teams worked together to identify needs and improve the prototype across three phases. This method ensures the technology matches how elderly people actually use it, ultimately improving medication adherence and health outcomes.
-
Decreasing the Digital Divide by Increasing E-Innovation and E-Readiness Abilities in Agriculture and Rural Areas
Rural farms in Hungary lag in digital adoption compared to service and commercial enterprises, viewing network services as unnecessary despite their potential benefits. The paper identifies e-skills gaps across EU member states and proposes targeted agri-informatics education programs to increase e-readiness and reduce the digital divide in agriculture and rural areas.
-
Digital social innovations in rural areas – process tracing and mapping critical junctures
Digital social innovation projects in rural areas succeed when they combine bottom-up community participation with strategic use of both digital and non-digital tools. The study identifies four critical factors: innovation can start locally or externally with different long-term effects; participatory processes are essential; blending digital and traditional approaches reduces barriers; and collaborative learning supports lasting institutionalization. These elements help rural digitalization projects create sustained impact beyond their initial scope.
-
A roadmap to becoming a smart village: Experiences from living labs in rural Bavaria
Rural communities in Bavaria, Germany implemented digital solutions through the government-funded 'Digitales Dorf' project since 2016 to achieve living conditions equivalent to urban areas. The paper documents measures taken in pilot communities, identifies requirements for digital transformation, and extracts best practices for promoting digitalization in traditional rural areas. It emphasizes the transformation process itself rather than individual technological solutions.
-
Developing rural communication through digital innovation for village tourism
Digital platforms transformed Pentingsari Village's tourism economy by improving communication and shifting public perception. Social media and online reviews helped the village document development and counter negative views about tourism's impact on indigenous land and culture. The study shows how digital communication tools enable rural communities to promote sustainable tourism, preserve cultural heritage, boost local economies, and attract visitors and investment.
-
Hacking Hekla: Exploring the dynamics of digital innovation in rural areas
This study examines a hackathon called Hacking Hekla in rural Iceland to understand how digital innovation actually works in practice. The researchers found a significant gap between regional policies promoting digitalization and what actually happens in rural communities. Digital innovation in rural areas proves far more complex than policymakers assume, requiring long-term commitment rather than quick fixes to produce meaningful results.
-
A lightweight mobile e-procurement solution for rural small scale traders implemented using a living lab approach
Researchers developed a lightweight mobile e-procurement application for small-scale retailers in rural South Africa to improve stock replenishment processes. Using a living lab approach, they designed the system to match local mobile capabilities, user literacy levels, and business needs. The application successfully addressed practical challenges faced by rural traders by leveraging existing mobile connectivity and devices for data communication beyond basic voice and SMS.
-
An Evolutionary Game Study of Collaborative Innovation across the Whole Industry Chain of Rural E-Commerce under Digital Empowerment
This paper uses evolutionary game theory to analyze collaborative innovation across rural e-commerce supply chains under digital transformation. The study finds that digital technology empowerment, absorptive capacity, and shared knowledge positively drive collaboration, while risk losses and free-rider behavior inhibit it. Government subsidies and penalties effectively encourage cooperation when market mechanisms alone prove insufficient.
-
A Qualitative Analysis to Determine the Readiness of Rural Communities to Adopt ICTs: A Siyakhula Living Lab Case Study
Researchers assessed ICT readiness in rural South African schools and communities through the Siyakhula Living Lab initiative. Despite practical obstacles, communities demonstrated strong eagerness to adopt ICT and recognized its potential to improve their lives and economies. The assessment supported expansion of Digital Access Nodes—community ICT access points—revealing that educators and residents understood the connection between technology availability and economic and social advancement.
-
The Practice and Need for Rural ICT for Development Evaluation: An Experience of the Siyakhula Living Lab Baseline Study
ICT projects in rural areas produce mixed results—some benefit communities while others fail or cause harm. Development organizations must evaluate ICT programs to understand their actual impact on rural development. This paper examines evaluation frameworks and their shortcomings through a baseline study of the Siyakhula Living Lab in South Africa's Eastern Cape, demonstrating practical challenges in assessing ICT project effectiveness and proposing improvements to evaluation approaches.
-
Preparation of future teachers for the introduction of digital innovation in a Rural School: problems and prospects
Rural schools struggle to attract qualified teachers prepared for digital innovation. This study surveyed future teachers about their readiness to work in remote rural areas and found a significant gap between their professional expectations and actual rural school conditions. The research emphasizes that preparing teachers for digital technologies in distance learning requires cooperation between schools, parents, communities, and local businesses to improve rural education quality.
-
Internet of Things innovation in rural water supply in sub-Saharan Africa: a critical assessment of emerging ICT
IoT and digital technologies are transforming rural water supply in sub-Saharan Africa, but their sustainability and integration into existing systems remain under-researched. This paper contextualizes rural water challenges in Tanzania as a complex problem, evaluates emerging ICT and IoT solutions, and argues that practitioners and policymakers must adopt a service delivery approach supported by better data collection and information flows to improve sustainability.
-
Empowering Rural Women Entrepreneurs Through Social Innovation Model
A social innovation model equipped rural women entrepreneurs in Malaysia's B40 income group with e-business and digital marketing skills through five training sessions. Participants learned to create and manage Facebook business pages, improving their marketing capabilities and business strategies. The intervention aimed to empower marginalized women entrepreneurs with practical knowledge in information technology and online commerce.
-
The Value of Digital Innovation for Tourism Entrepreneurs in Rural Iceland
Rural tourism entrepreneurs in Iceland don't necessarily view digital innovation and digitalization as connected, despite global policy emphasis on smart tourism. Through interviews with 34 entrepreneurs and support system members, the study reveals a gap between policy expectations and ground-level practice. Rural Icelandic tourism businesses show limited engagement with digital innovation, suggesting that policy-driven digital transformation agendas don't automatically translate into meaningful adoption or perceived value among rural entrepreneurs.
-
Rural Community Development Click-by-Click. Processes and dynamics of digitally supported social innovations in peripheral rural areas
Digital tools are transforming how peripheral rural communities address local challenges in communication, healthcare, and mobility. This study of five German villages identifies how digitally supported social innovations develop through three phases: inspiration, emergence, and consolidation. The process follows a linear-circular pattern, combining targeted problem-solving with creative feedback loops that generate new ideas throughout implementation.
-
Digitally Enabled Social Innovation: A Case Study of Community Empowerment in Rural China
This case study examines how rural communities in China achieve digitally enabled social innovation through self-organization. Researchers studied Daiji village, a successful Taobao Village, and identified a four-step bricolage mechanism: Recognition, Preparation, Recombination, and Governance. These steps enable communities to form and enact digital repertoires that generate social benefits and empower residents.
-
Rural Digital Economy, Agricultural GreenTechnology Innovation, and AgriculturalCarbon Emissions– Based on Panel Data from 30 Provincesin China between 2012 and 2021
Rural digital economy expansion significantly reduces agricultural carbon emissions in China, with effects strongest in western and northeastern regions and less-developed areas. Green agricultural technology innovation serves as a key mechanism through which digital economy growth lowers emissions. The study uses panel data from 30 Chinese provinces (2012–2021) and confirms robust results across multiple tests, demonstrating that promoting rural digitalization and green agricultural innovation drives sustainable, low-carbon agricultural development.
-
A study on knowledge and attitude towards digital health of rural population of india - Innovations in practice to improve healthcare in the rural population
This study surveyed 131 rural residents in India to assess their knowledge and attitudes toward digital health services. Researchers found that innovations like e-health, telemedicine, virtual consultations, and smart pills are currently concentrated in urban areas. The paper argues these digital health technologies can be adapted and implemented in rural areas to improve healthcare access and outcomes for India's rural population.
-
Digital Green: A Rural Video-Based Social Network for Farmer Training (<i>Innovations Case Narrative:</i> Digital Green)
Digital Green uses locally-produced videos to train farmers in rural South Asia and sub-Saharan Africa, leveraging peer learning through visual demonstration. The approach combines video technology with community facilitation and integration into existing agricultural extension systems. Deployed in India, Ghana, and Ethiopia, it enables farmers without reliable internet or electricity to learn improved agricultural and health practices from neighbors' experiences.
-
Unveiling the Resources of Digital Pioneers: an Agency Perspective on Digital Social Innovation in Rural Germany
Digital pioneers in rural Germany access resources through three pathways: personal motivation, social networks, and regional conditions. The study of 40 interviews reveals these key actors can serve as intermediaries in regional governance, but need policy support to strengthen network and regional resource access. Success depends on combining individual agency with structural conditions, not infrastructure alone.
-
ARA-O-RAN: End-to-End Programmable O-RAN Living Lab for Agriculture and Rural Communities
ARA-O-RAN is a new wireless testbed built on open radio access network (O-RAN) architecture designed specifically for rural and agricultural applications. The testbed combines outdoor testing across farmland and rural communities with an indoor sandbox, enabling researchers to develop and test wireless technologies that address rural connectivity challenges. It supports end-to-end programmability and aligns with national spectrum policy goals for rural innovation.
-
Social commerce in rural Jordan: analyzing adoption factors through the lens of innovation diffusion and perceived risks
Small businesses in rural Jordan adopt social commerce when they perceive relative advantage, compatibility, and trialability benefits. Complexity and perceived risks—particularly economic and security concerns—block adoption. Visibility of benefits has minimal impact. The study recommends simplified, secure, cost-effective solutions to accelerate digital transformation among rural enterprises.
-
Financial technology (Fintech) innovation and financial inclusion: comparative study of urban and rural consumers post-Covid-19 pandemic
This study examines how rural and urban consumers in Indonesia adopted financial technology after Covid-19, using survey data from 654 respondents. The research found that preference for the status quo most strongly drives Fintech adoption, while personal innovativeness has minimal impact. Actual use of Fintech significantly improves financial inclusion. Rural and urban populations differ in how digital literacy and government support influence their adoption decisions, suggesting providers should tailor digital finance strategies by location.
-
How does FinTech empower China’s rural revitalization? The role of entrepreneurial activeness, innovation capability and industrial structure advancement
FinTech significantly promotes rural revitalization in China by operating through three mechanisms: entrepreneurial activeness, innovation capability, and industrial structure advancement. The study analyzed 279 Chinese cities from 2011 to 2021 and found that FinTech's effects vary depending on threshold levels in each intermediary factor. Financial technology enhances rural development by making finance more inclusive and accessible.
-
ARA PAWR: Wireless Living Lab for Smart and Connected Rural Communities
ARA PAWR is a wireless living lab deployed in real agricultural and rural settings that achieves high-speed wireless access and backhaul performance, reaching 3.2 Gbps access throughput and over 10 Gbps backhaul throughput across 10+ km distances. The platform enables research experiments using TV white space, mmWave, and 5G technologies, and will be released publicly for community use to advance rural broadband innovation.
-
Determinants and problems of well-being of farming population in Poland and local social innovations in rural areases
This study identifies key factors affecting farmer well-being in Poland: access to health and social services, internet connectivity, farm succession, and community trust. Researchers interviewed farmers and local leaders in three counties to understand how these factors impact physical, mental, and social well-being. Social innovations—including activity diversification, community integration, and mobile healthcare services—successfully improved farmers' quality of life.
-
Correction: Digital transformation in agricultural circulation: enhancing rural modernization and sustainability through technological innovation
This is a correction notice for a published article about digital transformation in agricultural distribution systems. The correction addresses an author affiliation error for Hengli Wang, whose affiliation was incorrectly listed as the Institute of Big Data at Zhongnan University of Economics and Law when it should have been the Wuhan University of Cyber Security Preparatory Office. The original article examines how technological innovation enhances rural modernization and sustainability through improved agricultural circulation.
-
Leveraging Digital Innovation to Enhance MGNREGA’s Impact on Rural Empowerment
Digital innovations including Aadhaar-linked payments and Direct Benefit Transfers have improved India's rural employment guarantee scheme by streamlining wage disbursement, reducing delays, and enhancing transparency. GIS mapping and data analytics enabled better resource allocation and asset tracking. However, the study identifies critical gaps: digital literacy remains low, infrastructure is inadequate, and data security needs strengthening. These findings show how digital governance can strengthen rural employment programs and poverty reduction.
-
Improving the lives of rural Indians through social innovation
Rural India faces interconnected challenges requiring participatory development approaches. Current innovation policy emphasizes economic and technological gains while overlooking local community strengths and social capital. The paper argues that sustainable rural development depends on leveraging local resources, stakeholder participation, and social capital. It recommends state support for affordable agriculture, ICT access, vocational training, self-help groups, and microfinance to enable rural communities.
-
Blended-Learning-EnvironmenThe skills like observing, modelling, interpreting and utilizing the solutions for problem solving are learnable for the higher education learners. Mathematical-knowledge leads to cognitive development for HELs. Inhaling capacity of the above-mentioned skills among learners is possible through their cognitive development. Learning environment is one of the most crucial key factors for Mathematics-learning. Based on sensitivity about attitude, engagement and formal and informal learning environments (for mathematics-learning), the primary data on about two hundred and ten individuals had been collected and taken for this research work. Principal Component Analysis, machine learning technique has been opted to reduce the dimension. Insights of dimensionally reduced data has been discussed scientifically, especially about the learning environments, using Structural equation modelling. Learners’ sentiment about the formal (or physical) learning environment has been observed from SEM with mediation effect. This effect on physical learning environment from performance through (social media-learning) informal Learning is 10.9%. But the absence of social media-learning in the path analysis is showing 1.8% effect on formal learning environment. Results are indicating clearly, that the integration of informal aspect (Social Medias) in learning process is immediate need. Educational stake-holders should be promoted to adapt the innovation techniques by every educational institutions’ policy makers. Blended-learning environments could be created to improve the performance of learners in Mathematics subject. Integration of physical (formal) and virtual learning (learning through social media) is possible by the collaborative effort between educators and industries. The next generation learning could be enhanced through integration of three-dimensional projectors in the form of internet application with learning facilities, which could be useful for rural area learners also.t for Mathematical Skill Acquisition among Higher Education Learners Using Principal Component Analysis and Structural Equation Modelling
Blended learning environments combining physical classrooms with social media-based informal learning significantly improve mathematics performance in higher education. Analysis of 210 students shows social media integration increases the effect on formal learning environments from 1.8% to 10.9%. The study recommends institutions adopt blended approaches and integrate digital technologies like 3D projectors to enhance learning outcomes, particularly benefiting rural learners.
-
AraSync: Precision Time Synchronization in Rural Wireless Living Lab
AraSync is a time synchronization system designed for rural wireless networks that achieves nanosecond-level accuracy using Precision Time Protocol across fiber and long-range wireless links. The system enables advanced wireless experiments requiring strict timing constraints in 5G, 6G, and Open RAN deployments. Testing shows how wireless channel conditions and weather affect synchronization performance.
-
Bridging Digital Gaps in Rural Teacher Education: Curriculum Innovations for Inclusive and Technology-Driven Pre-Service Training
Curriculum innovations using digital technologies can improve pre-service teacher education in rural universities, but implementation faces barriers including poor infrastructure, low digital literacy, and misalignment between curriculum design and classroom practice. The study finds that online and hybrid learning, active learning strategies, and professional development support digital integration. Effective reform requires embedding digital tools into pedagogy rather than treating them as optional, with programs tailored to rural education needs.
-
Digital Economy Transformation and Sustainable Development of Agricultural Enterprises: A Study on Supply Chain Finance Innovation and Environmental Governance in Rural Areas
Digital supply chain finance innovations significantly strengthen environmental governance in agricultural enterprises, with smart farming technologies mediating about one-third of this effect. Institutional support through subsidies and rural financial policies amplifies these benefits. Large-scale farms, cooperatives, and enterprises in developed agricultural regions see the strongest improvements in sustainability outcomes.
-
Digital rural construction and agricultural green total factor productivity: the role of land finance, land resource misallocation, and agricultural technology innovation
Digital rural construction in China significantly improves agricultural green total factor productivity through three mechanisms: better access to land finance, reduced misallocation of land resources, and increased agricultural technology adoption. The benefits are strongest in central and western regions, non-grain-producing areas, and regions with lower land transfer efficiency. The study analyzes 2,128 counties over a decade using rigorous econometric methods.
-
Empowering communities through digital innovation: evaluating FeralScan adoption by Australian rural landholders
FeralScan's WildDogScan platform enables Australian rural landholders to report invasive wild dogs through a web and mobile application. The study found 51% of surveyed landholders had used it at least once since 2015. Adoption barriers included usability confusion, difficulty using the tool, preference for personal contact, and skepticism about benefits. The authors recommend improving promotional, educational, and support services to increase uptake.
-
Research on the Digital Intelligence Innovation Model for Emergency Management in Urban and Rural Agricultural Supply Chains
This paper develops a three-dimensional framework for managing agricultural supply chains during emergencies using digital intelligence technologies. The framework examines digital risk perception, organizational operations, and social value creation across technology, organization, and social dimensions. The study shows how digital intelligence improves emergency prevention, early warning, response, and recovery in urban-rural agricultural supply chains, and charts directions for future digitalized emergency management systems.
-
Adoption of Digital Innovations in Rural Banking of Vellore District: Based on UTAUT Model
This study examines why rural bank customers in Vellore District adopt digital banking innovations like mobile apps and digital wallets. Using the UTAUT model with 525 rural respondents, the researchers found that customers embrace these technologies primarily because they make banking easier and faster. Performance expectancy, effort expectancy, facilitating conditions, social influence, and security all positively influence adoption decisions.
-
Digital Economy, Green Innovation and Urban-Rural Income Gap—Analysis Based on Prefecture-Level City Panel Data of China
Using panel data from 273 Chinese cities between 2011 and 2019, this study finds that digital economy development drives green innovation, which in turn widens the urban-rural income gap in the short term. However, long-term analysis reveals a positive feedback loop where all three factors reinforce each other. The authors recommend governments balance digital and green innovation promotion with policies that control income inequality to achieve sustainable development.
-
Bridging gaps in preventive healthcare: Telehealth and digital innovations for rural communities
Telehealth and digital innovations significantly improve healthcare access in rural communities by bridging gaps between urban and rural care. A systematic review of 11 studies from 2021–2024 found that telehealth adoption, supported by AI and digital tools, enhances preventive healthcare education and awareness programs. Despite infrastructure and technology barriers, these innovations deliver positive outcomes and promote health equity for underserved rural populations.
-
Research on Financial Product Innovation in Rural Commercial Banks under the Digital Transformation Context: A Case Study of Jiangsu Province
Rural commercial banks in Jiangsu Province struggle to innovate financial products despite digital transformation opportunities. Farmers and small businesses face unmet financing needs because banks lack comprehensive, user-friendly systems built on big data. This study examines supply and demand-side barriers to financial product innovation and proposes solutions to better serve rural communities through digital tools.
-
Social media in rural life: Design innovation for participatory cultural communication in China
Rural communities in Hunan Province, China use social media and e-commerce platforms to share cultural heritage and agricultural products. Researchers analyzed over 120 videos and images posted by villagers practicing traditional Huayao cross stitch. Design innovation—through cultural image-building, content guidance, and community facilitation—addresses gaps in how rural people communicate their culture digitally, enabling sustainable promotion of local traditions globally.
-
Living Lab, interrupted? Exploring new methods for postdigital exchange on WeChat with urban-rural Living Labs in China and Germany during COVID-19
This paper tests a postdigital ethnographic method using WeChat photo exchanges to engage with Living Labs in China and Germany during COVID-19. Researchers created a photo-sharing group where participants documented everyday experiences, revealing the approach effectively builds rapport and captures local practices. However, the method faced challenges around trust, bias, and ethics. The authors propose four design principles for conducting Living Lab research when in-person collaboration is impossible.
-
Codesigning Mobile Digital Storytelling Across a Distance: Showcasing Rural Health Service Innovation
Australian rural health services innovate despite challenges like staff turnover and poor internet. This paper demonstrates how mobile digital storytelling—using personal devices to capture everyday experiences—effectively documents and shares rural health innovations. The researchers co-created seven digital stories with rural health services through interviews, workshops, and community engagement. Mobile storytelling proved cost-effective and simple, boosting digital literacy among staff, fostering community dialogue, and highlighting local innovations.
-
Stories from the margins: Entrepreneurial self-efficacy and social innovation among rural women entrepreneurs in Oman
Rural women entrepreneurs in Oman develop entrepreneurial self-efficacy through psychological resilience, informal social networks, digital tools, and cultural positioning despite institutional exclusion and resource constraints. The study shows these women leverage family connections, traditional skills, and mobile technology to build confidence and sustain ventures. The research challenges top-down development models and demonstrates how micro-level adaptation and relational strategies enable inclusive entrepreneurship in gendered rural contexts.
-
Rural Social and Inclusive Marketing Innovation for Sustainable Development
Innovative marketing strategies designed for rural markets in emerging economies can improve livelihoods, promote financial inclusion, and drive sustainable development. The paper shows that inclusive marketing approaches—emphasizing community engagement, digital integration, and women empowerment—address structural barriers that leave rural populations underserved. These strategies create value for rural consumers, businesses, and society simultaneously.
-
A Living Lab-inspired Double Diamond approach to co-creating cross-border rural digital policy
Researchers used a Living Lab-inspired Double Diamond design approach to co-create digital policy for rural border regions in Sweden and Finland. Through participatory workshops, field visits, and stakeholder engagement, they identified that trust-based facilitation, informal communication, and institutional learning are critical for rural policy development. The study produced a draft policy framework with a prioritization matrix aligned to sustainable development goals and demonstrated a transferable methodology for inclusive digital policy in underrepresented rural areas.
-
Taste of the Isles: community engagement and digital innovation in rural food and drink services
Three digital initiatives developed with the Outer Hebrides Tourism Community improved visibility for local food producers and service providers, enhanced community engagement, and expanded access to digital markets. The projects demonstrate how visual storytelling combined with community co-design can overcome limited digital infrastructure and financial constraints, strengthening rural economies and building economic and social resilience.
-
The Role of Digital Innovations in Localized News Reporting on Rural Development Awareness
Digital innovations including mobile technology, social media, and citizen journalism significantly increase rural development awareness in India by bridging information gaps and empowering marginalized populations. Vernacular digital storytelling through video, audio, and interactive systems proves especially effective for low-literacy audiences, boosting awareness of government schemes, health, education, and agricultural programs. However, infrastructure deficits, uneven digital literacy, affordability, and misinformation risks remain barriers requiring policy intervention and capacity-building investment.
-
A systematic review of the scope and impact of rural primary healthcare innovations using digital health technology
Digital health technologies in rural primary healthcare—particularly telemedicine and remote monitoring—improve accessibility and health outcomes while reducing costs. A systematic review of 66 studies found these interventions work best for chronic conditions like diabetes and cardiovascular disease. Success depends on practitioner endorsement, process standardization, and patient satisfaction. Key barriers include staff workload and patient non-compliance. The review recommends government funding and flexible policies to support digital healthcare expansion in rural areas.
-
Blockchain traceability of Danzhou Tiaosheng cultural creative products and sustainable rural economy: digital empowerment path of innovation-entrepreneurship talent cultivation in vocational education
Blockchain traceability combined with cultural creative design and vocational entrepreneurship education significantly boosts rural economic development in Danzhou, China. The integrated approach increased consumer trust and purchase intention, enabling 25–40% price premiums. Vocational students' startup success rates tripled to 53%, while participating farmers achieved 50% income growth. Green packaging adoption and local sourcing reached 82% and 89% respectively, demonstrating that digital empowerment through blockchain creates sustainable rural prosperity.
-
Innovation Mechanisms of Rural Tourism Under the Digital Economy: Platform–Scenario Synergy and County-Level Governance Resilience an Empirical Study in the Policy Context of China’s “Digital Commerce Empowering Agriculture” Initiative
Digital platforms transform rural tourism in China by reducing transaction costs and enabling long-tail demand, while scenario-based innovation converts fragmented resources into immersive lifestyle experiences. County-level governance resilience acts as an institutional anchor, mediating multi-actor interests and preventing digital erosion. Development outcomes depend on positive coupling between platforms, scenario innovation, and governance—without this alignment, regions face traffic booms followed by homogenization and disorder.
-
Digital technologies in agricultural knowledge management and innovation systems at the rural household level in Northern Ethiopia
This study examines digital technology adoption among 601 smallholder farming households in rural Ethiopia. Mobile phones and radio dominate usage at over 30%, while advanced tools like internet platforms reach under 10%. Male-headed households, better education, proximity to markets and universities, cooperative membership, and electricity access significantly boost adoption. The research shows rural digitalization remains early-stage and recommends strengthening infrastructure, farmer education, extension services, and cooperatives to improve agricultural knowledge sharing and innovation.
-
DIGITAL TRANSFORMATION OF RURAL AGRICULTURE IN NIGERIA: THE ROLE OF IOT AND DATA INNOVATION
IoT sensors and data-driven tools significantly improved agricultural outcomes for smallholder farmers in rural Nigeria. The study found that smart technologies reduced water use by 21% and fertilizer application by 18% without yield loss. Farmers using digital marketplaces increased net income by 25%, raised sale prices by 12%, and cut post-harvest losses by 15%. The research recommends solar-powered IoT hubs, localized training, and mobile interfaces to support wider adoption.
-
Digital Payments and Financial Inclusion: Sustainable Finance Innovations in Rural Pune
Digital payment innovations including UPI, mobile banking, and Aadhaar-enabled services are expanding financial inclusion in rural Pune, India. Young adults and those with mobile internet access adopt these tools most readily, with village shops increasingly accepting QR code payments. Digital finance reduces transaction costs, improves transparency, and enables credit access for traditionally excluded populations. However, low digital literacy, weak infrastructure, and social barriers persist in rural areas, requiring targeted literacy programs and locally-relevant financial products.
-
Advancing Equitable Rural Transformation: How Digital Innovation Affects Urban–Rural Income Inequality
Digital innovation reshapes urban-rural income inequality through three mechanisms: digital technology affects earnings differently for skilled and unskilled workers via productivity gains, job displacement, and industrial change; digital infrastructure narrows information gaps and builds rural human capital; digital financial services extend formal banking to excluded rural populations. The paper reviews how these factors influence income distribution and offers policy recommendations for using digital economy benefits to reduce disparities.
-
Reverse innovation and digital sustainability in rural destinations: evidence from Iran's Hawraman
This study examines how entrepreneurs in two rural Iranian heritage villages adopt digital technologies despite infrastructural constraints. Through interviews with 21 entrepreneurs, researchers identified five interconnected dimensions of digital entrepreneurship: infrastructural liminality, identity-functional duality, collective-relational agency, re-adaptive cycles, and contextual spirituality. Infrastructure limitations actually spark reverse innovation and collective resilience, enabling culturally embedded technological adaptation that supports sustainable heritage preservation.
-
Innovation of Marketing Model and the Path of Increasing Consumer Satisfaction of Rural Tourism in Chongqing Driven by Digital Economy
Chongqing's rural tourism sector attracts hundreds of millions of visitors annually but faces digital transformation challenges including outdated marketing and skill gaps. The paper proposes digital economy solutions: precision marketing using big data, social media content strategies, and intelligent systems to improve service efficiency and visitor engagement. Case studies of two rural tourism sites demonstrate that targeted digital marketing combined with service upgrades significantly increase visitor satisfaction.
-
CONTRIBUTION OF DIGITAL PLATFORMS IN DISSIMINATION OF INNOVATIONS AMONG RURAL FARMERS IN SOUTHERN TARABA, AGRICULTURAL ZONE, NIGERIA
Digital platforms like Facebook, WhatsApp, and YouTube effectively disseminate agricultural innovations to rural farmers in Nigeria, improving yields and market access. However, poor internet connectivity, high data costs, and unstable electricity severely limit adoption. Younger farmers, smallholders, and full-time farmers adopt these platforms more readily. Strengthening ICT infrastructure and reducing data costs are essential for sustainable digital extension services.
-
Digital Innovation and Educational Equity in History Education: A Study of Rural–Urban Disparities and AI Integration in Sabah
This study examines how digital innovation and AI integration can reduce educational inequality in history education across rural and urban areas of Sabah. The research identifies barriers including inadequate digital infrastructure, teacher readiness gaps, and socio-economic constraints. It proposes solutions through community-based learning, culturally responsive content, and adaptive technologies. The findings show that strategically implemented digital tools, when aligned with local contexts and supported by equitable policies, can improve history education outcomes and reduce rural-urban disparities.
-
FinTech Innovations in Rural Credit Delivery: Strengthening Sustainable Livelihoods under SDG 1 and SDG 12
FinTech innovations in rural credit delivery significantly improve financial access and sustainability. The study combines blockchain-enabled credit ledgers, AI-based credit scoring using alternative rural data, and mobile microfinance systems. Results show these technologies increase debt accessibility by 32%, reduce transaction costs by 27%, and raise loan repayment rates by 21% compared to conventional lending. Digital infrastructure reduces credit abuse, promotes productive agricultural investment, and supports sustainable consumption patterns that strengthen rural livelihoods and poverty alleviation.
-
Research on the Innovation Path of Social E-Commerce + Rural Finance under the Background of Rural Revitalization
Social e-commerce platforms in rural China face financing constraints that limit growth. The paper examines how rural social e-commerce businesses struggle with capital advances and accounts receivable as they scale operations selling agricultural products through livestreaming and short video channels. It proposes that financial technology innovation, rather than traditional finance, can unlock sustainable development by creating new models where fintech platforms empower rural revitalization.
-
Rural digital social innovation for health and social care: A systematic review
This systematic review of 25 studies examines how digital technology enables social innovation in rural health and social care. Healthcare innovations typically address geographical distance between providers and patients through collaborative processes, while community initiatives tackle local challenges through grassroots efforts. Most innovations showed positive outcomes on health service use and community health. Digital tools expanded innovation scope and reach, but success required substantial human investment and genuine rural community engagement alongside technology.
-
Impact of Digital Innovation on Rural Development and Inclusive Urbanization in Baringo County
Digital innovation significantly influences rural development and inclusive urbanization in Baringo County, Kenya. The study surveyed 44 county assembly members and found that digital innovation statistically impacts rural development outcomes. The research recommends adopting digital innovation to address urbanization challenges sustainably and implementing digital literacy programs for youth and adults to enable participation in a digital economy.
-
Effect of Digital Innovation on Rural Development and Inclusive Urbanization in Baringo County
Digital innovation significantly influences rural development and inclusive urbanization in Baringo County, Kenya. The study surveyed 44 county assembly members and found that digital innovation has a statistically significant effect on rural development outcomes. The research recommends adopting digital innovation as a tool for achieving sustainable development goals and implementing comprehensive digital literacy programs for youth and adults to enable participation in a digital economy.
-
Village Digital Spaces and Generational Politics: The Challenge of Inclusive Innovation in Rural Indonesia
Village Digital Community Spaces in rural Indonesia provide youth with basic digital skills training in graphic design and video editing, boosting confidence. However, structural barriers including top-down governance, social hierarchies, and poor infrastructure prevent young people from developing advanced skills and implementing their ideas. The study argues that sustainable rural innovation requires not just technology but also mentoring, cross-sector collaboration, and policies that support participatory, intergenerational planning.
-
Public-Sector Innovation To Narrow The Urban–Rural Digital Divide For Inclusive Smart Tourism In Indonesia: A Systematic Review
Indonesia's government-led digital innovations—including smart-tourism apps, cashless payment systems, and broadband expansion programs—improve rural tourism access and market reach for small businesses. These initiatives help narrow the urban-rural digital divide and attract younger travelers. However, connectivity gaps, low digital literacy, and limited local capacity continue to hinder progress. The review recommends policy priorities focused on digital inclusion and regional equity.
-
ICTs for Climate Resilience and Rural Development in Pakistan: Bridging Digital Divides for Inclusive Innovation
ICTs like satellite telemetry and flood early warning systems can help rural communities in Pakistan's glacier regions adapt to climate risks, but their success depends on local trust, gender-sensitive design, and community-based training. Top-down technology deployment fails; instead, ICTs must be co-designed with local actors, translated into local languages, and supported through inclusive capacity-building to bridge digital divides rather than widen them.
-
Co-creating rural digital policy across borders: A Living Lab-based double diamond approach
Researchers used Living Lab methodology and design thinking to co-create rural digital policy with communities in Sweden and Finland. They engaged diverse stakeholders through workshops, interviews, and design activities to develop a draft policy prototype and action plan aligned with sustainable development goals. The approach demonstrates how participatory methods can produce context-sensitive policies for underrepresented rural regions.
-
Research on the Digital Transformation Path of the Rural Financial System Assisted by the Internet of Things Based on the Innovation Mode of Supply Chain Finance
Digital finance, particularly through internet-of-things-enabled supply chain finance, accelerates rural development. The study finds that increased digital finance coverage raises rural industrial output by 1.7–4.8 percent per percentage point increase. Credit services prove most effective for rural industry growth. Digital inclusive finance shows stronger impacts in developing rural regions than in low-developed areas, with effects varying across income quantiles.
-
Research on Digital Integration Dilemma, Innovation Model and Feasible Path of Endogenous Rural Book House—Based on the Practice and Thinking of Nantong Zhangwugao Rural Book House
Rural book houses in China struggle to integrate digital services due to institutional, resource, cognitive, and authority gaps. This study examines Nantong's Zhangwugao Rural Book House and proposes a "driving-embedding-efficiency" innovation model to overcome these barriers. The approach combines embeddedness and network governance theory to advance digital integration, supporting both cultural digitalization and rural revitalization strategies.
-
How Does Digital Governance Drive Rural E-Commerce Innovation?—Research Based on the Theory of Digital Governance
Rural e-commerce drives innovation and rural revitalization by leveraging policy guidance, technology, platform support, and ecosystem coordination to upgrade agricultural industries and increase farmer incomes. The paper argues that strengthening legal frameworks, increasing digital infrastructure investment, building multi-stakeholder collaboration mechanisms, and developing e-commerce talent training systems are essential for sustainable rural e-commerce growth.
-
Enhancing the entrepreneurial skills of rural farmers through digital technology and business innovation
A 14-week training program in Indonesia enhanced entrepreneurial skills for 40 rural farmers through digital technology and business innovation. Participants received instruction in business planning, financial management, digital marketing, and product development, with practical mentorship across four program phases. Despite limited internet access, farmers successfully adopted digital platforms like Facebook for marketing, increased sales, and improved product competitiveness. The program significantly boosted participants' confidence and business management capabilities.
-
Broad Band Access in Rural Areas: Bridging the Digital Divide Through Technological Innovations
Rural areas lack internet connectivity, restricting access to education, healthcare, and economic opportunities. This paper proposes a hybrid broadband network combining cable TV infrastructure with Wi-Fi 6 mesh technology and satellite backhaul to deliver affordable, scalable internet access. The system uses solar-powered nodes and edge caching to maximize efficiency, enabling rural communities to access telemedicine, online education, and digital marketplaces.
-
A Global Perspective of Rural Innovation and Entrepreneurship in the Digital Era: A Panel Report
Digital technologies enable rural communities to innovate and pursue entrepreneurship by providing affordable, accessible tools that overcome traditional barriers like limited resources and infrastructure. This panel report calls for increased research on how digital technology supports rural innovation and entrepreneurship, proposing a socio-materialist framework to guide future studies in this emerging field.
-
Research on the Mechanism of Digital Technology Empowering Rural Financial Service Innovation for Farmers' Income Growth
Digital financial technologies boost farmer income in rural China through three main mechanisms: information processing optimization (36.4% of effect), transaction cost reduction (28.7%), and improved resource allocation (21.3%). The study analyzed data from 2020-2024 using structural equation modeling and found that digital financial inclusion significantly increases agricultural income, with effectiveness varying by region and infrastructure development level.
-
Rural E-commerce Development Based on Legitimacy and Local Wisdom: An Integrative Review of Platform Innovation, Credit Risk Analysis, and Digital Empowerment Strategies in Indonesia
Rural e-commerce in Indonesia grows when platforms combine technological innovation with local wisdom and values. The paper integrates research on platform legitimacy, game-theory-based credit risk analysis, and rural development strategies. It finds that synergies between trust-building, risk management, and local cultural adaptation drive consumer confidence and platform growth. Success requires technology responsive to local conditions and proactive risk management.
-
Bridging the Divide: Digital Innovation as a Catalyst for Healthcare Equity between Urban and Rural Populations
Digital health innovations including telehealth, electronic prescribing, and AI clinical decision support reduce healthcare disparities between rural and urban populations by improving appointment completion, medication access, and specialist care availability. However, technology alone fails—successful implementation requires supportive policies, infrastructure investment, and community engagement to create sustainable systems that maintain quality standards across geographic boundaries.
-
Digital Innovations for Rural Industry Create Socio-Economic and Environmental Impacts
Digital innovations using 5G and IoT technology in rural forestry operations reduce operational time and costs while improving environmental outcomes like flora preservation and reduced contamination. The study identifies two organizational pathways to successful implementation, involving factors like process innovation experience, agility, and digital competence. Results come from field trials in the Horizon Europe COMMECT project.
-
Revolutionizing Rural Credit Banks: A Narrative Review of Sustainable Financial Futures through ESG Integration and Digital Innovation
Rural Credit Banks transform through integrating Environmental, Social, and Governance principles with digital technology to achieve sustainable finance and financial inclusion. The study identifies three transformation pillars: ESG governance integration, digital technology adoption, and improved financial performance. Combined ESG and digital strategies enable Rural Credit Banks to strengthen local economies and support economic development.
-
Digital Health Innovation: Integrating Blockchain, Point-of-Care Diagnostics and AI for Rural Telemedicine Delivery
This paper proposes a telehealth system for rural populations combining blockchain, point-of-care diagnostics, and AI. The framework uses blockchain for secure data management and patient consent, integrates with national health ID systems, and pairs remote consultations with local diagnostic testing and AI support. The approach addresses interoperability and privacy concerns while expanding healthcare access in underserved regions.
-
Innovation in Business and Trade Services under the Digital Background Practice and Exploration of Promoting Rural Revitalization
Digital innovation in business and trade services drives rural revitalization by upgrading e-commerce, developing smart logistics, and creating new digital industry models. These approaches boost rural industrial growth and improve farmers' living standards. However, inadequate infrastructure, weak digital capabilities, and incomplete branding limit progress. The paper proposes targeted strategies for digital transformation of rural commerce to achieve sustainable development.
-
Integrating Digital Innovation and Sustainability to Build Resilient NGOs and NPOs in Global Rural Contexts: An Interdisciplinary Approach
Digital innovation and sustainability frameworks together strengthen NGOs and NPOs in rural areas by improving operational efficiency, transparency, and organizational resilience. The study across Asia, Africa, Europe, and Latin America shows that digital tools like blockchain and cloud systems, combined with sustainability goals, enhance governance and community trust. However, digital illiteracy, infrastructure gaps, and data privacy concerns remain significant barriers that require culturally adapted solutions.
-
Digital Health Innovation by Design: A Logic Model Scaffold for Rural, Regional, and Remote Settings
Digital health innovations often fail in rural and remote settings despite their potential. This paper presents a logic model scaffold—a four-step iterative process for planning, implementing, and evaluating digital health interventions in these contexts. The approach emphasizes understanding local needs, aligning with system enablers, and embedding reflexivity to adapt to workforce realities and geographic constraints. A Northern Australian case example demonstrates how this method improves rigor and responsiveness.
-
External Support, Innovation, and Digital Transformation in Village-Owned Enterprises for Sustainable Rural Development Amid the COVID-19 Crisis
Innovation significantly improves Village-Owned Enterprise performance in Indonesia, particularly through product, service, process, and organizational changes that build resilience during crises. However, digital transformation and online marketing show weak links to performance, revealing adaptation challenges. External support from government and institutions fails to meaningfully strengthen these relationships, suggesting that support mechanisms need better alignment with digital strategies for sustainable rural enterprise growth.
-
WhatsApp innovation that improved reporting rates: A low-cost digital approach to strengthen health reporting in rural Uganda
A WhatsApp-based reporting system in rural Uganda increased health surveillance reporting rates from 33% to 89% within three months. Health workers submitted weekly epidemiological reports through a WhatsApp group when network failures disrupted the national mTrac system, with a district coordinator consolidating submissions once connectivity returned. The innovation improved data timeliness, completeness, and worker accountability while requiring minimal cost, demonstrating how simple digital tools can strengthen health information systems in resource-limited rural settings.
-
CONSUMER PERCEPTIONS OF SUSTAINABILITY, DIGITAL AND GREEN INNOVATIONS IN RURAL ENTREPRENEURSHIP
Consumers increasingly prefer rural businesses that pursue sustainability and digital innovation. This study surveyed consumers nationwide about their attitudes toward sustainable practices, greenwashing, and digitalization in rural tourism and agriculture. The research identifies what drives consumer choices for environmentally friendly products and digital services, examines consumer awareness of greenwashing, and reveals barriers to adopting digital tools in rural tourism. Consumer trust, legislation, and technology adoption shape sustainable rural development.
-
Transforming Rural Development with Village-Centered Digital Innovation
Digital transformation offers rural development opportunities but widens the digital divide. The Banyuwangi Regency Government implemented a Smart Village program to address technology access disparities. The paper examines how village-centered digital innovation strategies can reduce inequality and improve rural development outcomes through targeted technology deployment and community engagement.
-
Digital Health Innovation by Design: A Logic Model Scaffold for Rural, Regional, and Remote Settings
Digital health innovations often fail in rural and remote settings because they ignore local needs, workforce challenges, and geographic complexity. This paper presents a four-step logic model scaffold that guides planning, implementation, and evaluation of digital health projects in these contexts. The approach emphasizes understanding local context, aligning interventions with system enablers, and building in ongoing adaptation rather than following rigid linear plans.
-
Taste of the isles: community engagement and digital innovation in rural food and drink services
Three digital initiatives developed with the Outer Hebrides Tourism Community improved visibility for food producers, crofters, and service providers while enhancing community engagement and access to digital markets. The projects combined visual storytelling with community co-design to overcome limited digital infrastructure and financial constraints, strengthening economic and social resilience across the islands and demonstrating how rural food and drink services can adopt digital innovation.
-
The Mediating Effects of Governance, Financial Literacy, and Technological Innovation on Digital Finance in North Sumatra’s Rural Banks
Financial inclusion and taxation policies significantly drive digital finance adoption in North Sumatra's rural banks. Corporate governance, financial literacy, and technological innovation mediate these effects, together explaining 85.4% of adoption variance. The study of 91 rural banks shows rural banks must prioritize financial literacy programs and digital tax systems to improve efficiency and promote inclusive growth, particularly in less-developed districts.
-
Comparing digital public service innovation in urban and rural space: evidence from Indonesia public service innovation competition 2014-2023
Indonesian local and district governments show distinct patterns in digital public service innovation from 2014 to 2023. Local governments emphasize interactive services over static ones, while district governments gradually shift toward interactive solutions. Most innovations are externally focused and independently developed rather than collaborative. The findings reveal weak cross-sector collaboration and internal digital capacity, highlighting the need for balanced approaches integrating interactivity with accessibility and encouraging collaborative innovation.
-
Financial Inclusion Through Digital Service Innovation: Mobile Banking Solutions for Rural Communities in Vietnam
Mobile banking innovations can advance financial inclusion in rural Vietnam by addressing historical barriers to formal financial services. The study identifies five critical success factors: infrastructure readiness and digital literacy, trust-building through local intermediaries, service design adapted to agricultural cycles, regulatory flexibility, and sustainable business models. Successful initiatives require ecosystem development, cultural adaptation, and community engagement beyond technology deployment alone.
-
Internet of Things innovation in rural water supply in sub-Saharan Africa: a critical assessment of emerging ICT
IoT and ICT technologies are emerging in rural water supply across sub-Saharan Africa, but their sustainability and integration into existing systems remain poorly understood. This paper frames rural water supply as a complex problem, assesses specific challenges in Tanzania through expert interviews, and evaluates existing IoT innovations. The authors argue that moving toward a service delivery approach—supported by better data collection and integrated information systems—can improve sustainability and outcomes for rural communities.
-
Fintech Innovations and the Transformation of Rural Financial Ecosystems in India
Fintech companies in India are expanding financial inclusion by providing digital banking, micro-lending, mobile wallets, and UPI platforms to unbanked and underbanked populations, particularly in rural areas. The study finds that fintech innovations combined with strong regulatory frameworks and digital infrastructure drive inclusive growth more effectively in developing economies than in wealthy nations. Success requires coordinated improvements in cybersecurity, digital literacy, rural connectivity, and public-private partnerships.
-
Demo: Ara Pawr Wireless Living Lab for Smart and Connected Rural Communities
ARA is a wireless research platform designed for rural communities, featuring the first real-world implementation of long-distance wireless systems spanning over 30 km. It integrates software-defined radios and commercial equipment to enable experiments across user devices, base stations, edge computing, and cloud infrastructure. The platform supports advanced wireless research including MIMO in TV white space bands, long-range backhaul communications, and open-source 5G protocols, advancing next-generation wireless innovation for rural regions.
-
Digital engine boosts the new vitality of rural education: The role and innovation of college students
Digital transformation of rural education in China faces significant barriers including infrastructure gaps, low teacher digital literacy, and inadequate funding. College students with strong digital skills can help overcome these challenges by producing multimedia educational content, accelerating rural education digitalization and supporting broader rural revitalization efforts.
-
Digital Engineering Integration of Non-Heritage Innovation to Promote Rural Revitalization——The Example of "Xiangyun Yarn"
This paper examines how digital engineering can revitalize the Xiangyun yarn craft, a Chinese intangible cultural heritage. The authors argue that combining traditional yarn-making knowledge with digital innovation creates new products that strengthen market competitiveness and cultural preservation. Digital tools help expand market reach, allowing broader appreciation of this traditional art form while supporting rural economic development and cultural continuity.
-
Research on the Assessment of the Driving Effect of Digital Technological Innovation on the Income Increasing Efficiency Of Urban and Rural Residents in the Yellow River Basin
Digital technological innovation has not yet effectively increased incomes for urban and rural residents across the Yellow River Basin. The study of nine provinces from 2012–2022 reveals regional disparities: areas with better geography, higher per capita income, and larger populations see greater income gains from digital innovation. The paper recommends strengthening infrastructure, supporting industrial upgrading, expanding digital technology adoption in traditional industries, and tailoring policies to regional conditions.
-
Empowering Rural Farmers Through Digital Innovation: A Comprehensive Platform for Market Access and Resource Sharing
A cloud-based digital platform integrates three services—artist booking, agricultural equipment rental, and handcraft marketplace—to connect rural farmers and artisans with markets and resources. The system uses real-time scheduling, price negotiation, and location-based filtering to reduce barriers to market access. The platform aims to boost rural incomes and preserve cultural heritage by enabling direct sales and resource sharing among underserved communities.
-
Summary of Research on Artificial Intelligence Innovation and Digital Rural Construction in the Yellow River Basin
This paper examines how artificial intelligence innovation supports digital rural construction in China's Yellow River Basin. The author reviews existing research and identifies the relationship between AI development and rural digitalization efforts. The paper argues that future work must focus on how AI innovation and digital rural construction can be better coordinated and coupled together in the basin.
-
Revitalising Rural and Township Youth Ministry in South Africa through Digital Innovation
Digital innovation can revitalize youth ministry in rural and township South Africa by combining physical and virtual engagement through hybrid platforms. The study proposes integrating digital tools with public theology to connect churches with digitally native youth while addressing rural connectivity challenges through community access points and partnerships. A game-like platform blending physical and virtual interactions offers a practical model for fostering spiritual growth and community impact.
-
Enhancing the digitalization of rural areas by utilizing the potential of the knowledge, business, and innovation ecosystems.
Rural digitalization requires integrating knowledge, business, and innovation ecosystems. This case study of Pecorino Toscano cheese production in Tuscany examines how these three ecosystem types interact to support agricultural innovation. The research develops a theoretical framework showing how universities and research centers, businesses creating value networks, and innovation actors work together to drive digital and green transitions in rural agri-food systems.
-
Bridging the Digital Divide in Rural Europe. A Morphological Box to Support the Innovation of Collaborative Business Models for Rural Digital Services
Rural European areas lack viable business models for digital services due to insufficient broadband infrastructure investment, unreliable service delivery, and low demand from digital illiteracy and sparse populations. The paper presents a morphological box framework to support innovation of collaborative business models that can overcome these barriers and make rural digital services economically sustainable.
-
IMPACT OF FINTECH INNOVATION TO TRANSFORM REGIONAL RURAL BANKS (RRBS) IN INDIA-A STUDY WITH SPECIAL REFERENCE TO KARNATAKA.
Fintech innovations are transforming Rural Regional Banks (RRBs) in India, particularly in Karnataka, by integrating digital payment systems like UPI and AePS. The study examines how these technological advances improve financial inclusion and banking services in rural areas, analyzing their impact on RRB operations and performance through primary and secondary data using statistical analysis.
-
The Process of Innovation Assimilation by Firms in Different Countries: A Technology Diffusion Perspective on E-Business
This study examines how firms across 10 countries assimilate e-business innovations through three stages: initiation, adoption, and routinization. Competition drives early adoption but hinders effective implementation. Large firms gain advantages initially but face structural barriers later. Regulatory environments matter more in developing countries, while technology readiness dominates there and technology integration dominates in developed economies, showing how innovation assimilation shifts with economic context.
-
Network function virtualization: Challenges and opportunities for innovations
Network function virtualization decouples software from hardware by running network functions on commercial servers instead of specialized equipment. This approach accelerates service deployment and reduces costs, but creates challenges around performance guarantees, dynamic resource management, and efficient placement of virtual network functions. The paper outlines NFV architecture, use cases, and research priorities.
-
Digital product innovation within four classes of innovation networks
Digital technologies reshape how innovation networks create and share knowledge by reducing communication costs, increasing connectivity, and accelerating convergence across diverse participants. The authors identify four types of digitally-enabled innovation networks—project, clan, federated, and anarchic—each requiring different approaches to knowledge sharing and integration. Digital infrastructures support these networks through representational flexibility, semantic coherence, traceability, knowledge brokering, and linguistic calibration.
-
Innovation diffusion in global contexts: determinants of post-adoption digital transformation of European companies
This study examines why European companies adopt and use digital transformation technologies at different rates. The researchers found that compatibility with existing systems drives adoption most strongly, while security concerns matter more than cost. Technology competence, partner readiness, and competitive pressure accelerate usage. Large firms move slower due to structural inertia. Economic and regulatory differences across European countries create uneven adoption patterns even among developed nations.
-
Network Innovation using OpenFlow: A Survey
This survey examines OpenFlow, the leading Software Defined Networking technology that separates network control from data forwarding. OpenFlow enables researchers to test new networking ideas in production environments through software-based controllers managing switch behavior. The paper reviews OpenFlow capabilities including traffic analysis and dynamic rule updates, describes applications in network management and data center virtualization, discusses existing research infrastructures, and identifies challenges for large-scale deployment.
-
Adding innovation diffusion theory to the technology acceptance model: Supporting employees' intentions to use e-learning systems
This study combines innovation diffusion theory with the technology acceptance model to understand why business employees adopt e-learning systems. Testing 552 employees in Taiwan, the research finds that five innovation characteristics—compatibility, complexity, relative advantage, and trialability—significantly influence perceived usefulness and ease of use, which in turn drive adoption intentions. The integrated model helps organizations plan and implement e-learning systems more effectively.
-
On open innovation, platforms, and entrepreneurship
Open innovation and digital platforms have fundamentally transformed entrepreneurship across industries. These shifts create new opportunities for entrepreneurs to innovate and capture value, from supplying inputs to established firms to operating as complementors on platforms. The paper identifies key factors that enable or constrain these entrepreneurial opportunities and emphasizes how regulatory policies, digitization, and globalization shape emerging business models.
-
The Disruptive Nature of Information Technology Innovations: The Case of Internet Computing in Systems Development Organizations1, 2
This paper develops a theoretical model of disruptive IT innovations and applies it to Internet computing adoption. The authors studied eight systems development organizations in the United States and Finland, finding that Internet computing fundamentally transformed their development processes and service offerings. The research shows how architectural innovations in computing technology create cascading changes across organizational practices and outcomes.
-
Consumer adoption of the Uber mobile application: Insights from diffusion of innovation theory and technology acceptance model
This study examines why consumers adopt Uber by combining two adoption theories: Diffusion of Innovation and Technology Acceptance Model. The research finds that relative advantage, compatibility, complexity, observability, and social influence significantly affect how useful and easy users perceive the app to be, which then shapes their attitudes and intention to use it. The findings integrate both theoretical frameworks to explain mobile app adoption in the sharing economy.
-
Expanding Access to Hepatitis C Virus Treatment—Extension for Community Healthcare Outcomes (ECHO) Project: Disruptive Innovation in Specialty Care†
The ECHO Model uses telehealth technology and case-based learning to train primary care providers in rural and underserved areas to deliver specialty care for hepatitis C virus. Participating clinicians gained significant knowledge, self-efficacy, and professional satisfaction. The program successfully expanded access to complex medical care in communities lacking specialty services and built sustainable local capacity.
-
MOBILE BANKING ADOPTION: APPLICATION OF DIFFUSION OF INNOVATION THEORY
This study examines factors influencing mobile banking adoption among Saudi Arabian bank customers using Diffusion of Innovation theory. Analysis of 330 mobile banking users reveals that relative advantage, compatibility, and observability positively drive adoption, while perceived risk negages it. Trialability and complexity show no significant effect, contrary to prior research. The findings provide practical guidance for Saudi banks designing mobile services.
-
Open mHealth Architecture: An Engine for Health Care Innovation
Standardized interfaces and shared components in mobile health technology are essential for advancing healthcare delivery and research. The paper argues that an open architecture approach enables innovation by allowing different systems and devices to work together effectively, unlocking the full potential of mobile-enabled healthcare.
-
Does BLE technology contribute towards improving marketing strategies, customers’ satisfaction and loyalty? The role of open innovation
This study examines how Bluetooth Low Energy (BLE) beacon technology affects marketing strategies and customer loyalty in retail settings. Researchers surveyed 138 customers across 159 stores in Dubai's Global Village and found that adopting BLE technology through open innovation significantly improves customer satisfaction and loyalty. Proximity marketing emerged as the most effective strategy for converting potential customers into loyal brand advocates.
-
Innovation with open data: Essential elements of open data ecosystems
Open data ecosystems are expected to drive innovation and citizen participation, yet little research defines what actually constitutes them. This paper identifies and analyzes the essential elements required for functional open data ecosystems, providing a framework for understanding how open data infrastructure supports innovation across sectors.
-
The effect of social networking sites and absorptive capacity on SMES’ innovation performance
Social networking sites significantly enhance SME innovation performance by facilitating knowledge acquisition and absorption from external actors. The study analyzed 215 small and medium enterprises across knowledge-intensive and labor-intensive sectors globally, using statistical modeling to measure relationships between social media use, absorptive capacity, and innovation outcomes. Results show that enterprises leveraging social platforms to interact with customers, institutions, and competitors effectively absorb external knowledge and generate stronger innovation performance.
-
Using diffusion of innovation theory to understand the factors impacting patient acceptance and use of consumer e-health innovations: a case study in a primary care clinic
A primary care clinic in Australia implemented an e-appointment scheduling service and tracked patient adoption over 29 months. Only 4% of patients adopted the service by the end of the study period. Low adoption resulted from poor communication, lack of perceived value, incompatibility with patient preferences for phone-based appointments, and barriers including low internet literacy and limited home computer access—factors linked to the population's low socioeconomic status.
-
GENI - global environment for network innovations
GENI is the National Science Foundation's infrastructure initiative to advance network science and engineering research for future global communications. The project entered its first development phase with early prototyping underway, involving academic and industrial teams building software, hardware, and trial facilities to support innovative network research.
-
Open source and journalism: toward new frameworks for imagining news innovation
Journalists and technologists collaborate globally through open-source software projects to innovate news production. The authors examine open-source culture's core values—transparency, tinkering, iteration, and participation—and evaluate how these principles align with or challenge traditional journalism practices. They argue open-source frameworks offer new ways to understand and advance innovation in newswork.
-
A new perspective on Twitter hashtag use: Diffusion of innovation theory
Twitter hashtags function as user-created tagging conventions that organize information around events and contexts. This paper applies diffusion of innovation theory to explain how hashtags are adopted and spread across the platform. The theory reveals insights for designing interfaces that support hashtag use and helps evaluate hashtag lifecycles to inform management decisions.
-
Aerospace Integrated Networks Innovation for Empowering 6G: A Survey and Future Challenges
This survey examines aerospace integrated networks combining satellites, high-altitude platforms, and unmanned aerial vehicles to deliver 6G connectivity. The authors analyze system architecture, networking design, and enabling technologies needed to manage these heterogeneous networks. They address network dynamics modeling, performance analysis, and optimization strategies to support diverse service demands across multi-tier aerial and terrestrial systems.
-
Introduction of shared electronic records: multi-site case study using diffusion of innovation theory
This study examined how four English healthcare sites implemented a shared electronic patient record system. The implementation succeeded or failed based on eight interconnected factors: the technology's technical maturity and perceived benefits, staff concerns about workload and privacy, influence from opinion leaders, organizational experience with IT projects, readiness for change, implementation quality, system integration, and political context. The research shows that electronic health records require acceptance from both patients and staff and must fit into existing organizational workflows.
-
Factors Affecting Customer Satisfaction and Loyalty in Online Food Delivery Service during the COVID-19 Pandemic: Its Relation with Open Innovation
During the COVID-19 pandemic in Indonesia, online food delivery services saw surging demand. This study surveyed 253 customers to identify what drives satisfaction and loyalty. Hedonic motivation—the enjoyment of using the service—had the strongest impact, followed by price, information quality, and promotions. Surprisingly, ease of use and navigation design did not significantly affect satisfaction, challenging conventional assumptions about digital service design.
-
Integrating innovation diffusion theory with technology acceptance model: supporting students’ attitude towards using a massive open online courses (MOOCs) systems
This study examines what influences students to use massive open online courses (MOOCs) by combining two technology adoption theories. Surveying 1,148 Malaysian students, researchers found that six innovation features—relative advantage, complexity, trialability, observability, compatibility, and perceived enjoyment—significantly affect how students perceive the ease of use and usefulness of MOOC systems. The integrated model provides universities and colleges with evidence-based guidance for implementing MOOCs to improve student learning outcomes.
-
Looking through a responsible innovation lens at uneven engagements with digital farming
Digital farming platforms in North America are built on narrow values that favor large-scale commodity crop farmers over organic and smaller operations. Designers and engineers select agricultural data that prioritizes agronomic metrics while excluding data relevant to diverse farming practices. The paper argues that responsible innovation in agricultural technology requires engaging a wider range of food system actors and incorporating diverse values into data infrastructure decisions from the outset.
-
Responsible Urban Innovation with Local Government Artificial Intelligence (AI): A Conceptual Framework and Research Agenda
This paper examines how local governments can responsibly adopt artificial intelligence systems to address urban challenges. The authors develop a conceptual framework for responsible urban innovation with AI, arguing that technology deployment must balance costs, benefits, risks, and impacts to avoid creating new problems. They review existing literature and applications, then propose a research agenda to help policymakers understand how to implement local government AI systems responsibly.
-
Information technology innovations: general diffusion patterns and its relationships to innovation characteristics
This study examines how characteristics of information technology innovations predict their adoption patterns across large American firms. Analyzing 20 IT innovations in 313 companies, the researchers found that internal influence (imitation among firms) dominates diffusion, while external influence (marketing) remains minimal. Five distinct technology clusters emerged based on adoption speed and saturation levels, suggesting that innovation characteristics can help predict how quickly IT solutions spread through organizations.
-
Dynamics of digital entrepreneurship and the innovation ecosystem
This study examines how digital entrepreneurship develops within innovation ecosystems by analyzing an IT company in Brazil. The research reveals that as companies progress through different levels of digitalization, the supporting ecosystem actors and relationships they rely on change significantly. Strategic partners play a crucial role in helping small and medium enterprises transform their business models and create value through digital innovation.
-
From user-generated data to data-driven innovation: A research agenda to understand user privacy in digital markets
This paper examines how user privacy concerns affect data-driven innovation in digital markets. Through systematic literature review, interviews, and topic modeling, the authors identify 14 key topics related to user-generated data and data-driven innovation strategies. They propose 14 research questions and 7 propositions to guide future study of privacy issues in digital markets, emphasizing privacy's critical role in sustainable data-driven business models.
-
SDVN: enabling rapid network innovation for heterogeneous vehicular communication
This paper proposes an SDN-based architecture for vehicular communication networks that abstracts heterogeneous wireless devices and infrastructure into a unified, programmable system. The approach enables flexible protocol deployment and centralized resource allocation for bandwidth and spectrum, addressing current limitations in vehicular network deployment. The authors demonstrate the architecture's effectiveness through simulation-based validation.
-
Digital transformation of healthcare sector. What is impeding adoption and continued usage of technology-driven innovations by end-users?
Healthcare providers in the United Kingdom resist adopting and using digital health innovations due to multiple barriers. The study identifies task-related, patient-care, and system barriers from providers; threat perception and infrastructure issues from organizations; usability and resource problems from patients; and self-efficacy, tradition, and image concerns from end-users generally. The authors propose a framework grounded in innovation resistance theory to explain this resistance and offer practical recommendations to accelerate digital health adoption.
-
Digital Government, Open Architecture, and Innovation: Why Public Sector IT Will Never Be the Same Again
Open digital platforms and standards will transform public sector technology by reducing vendor lock-in and enabling cheaper, more innovative government services. The shift from proprietary systems to open architectures allows governments to separate core business logic from applications, creating a competitive marketplace where niche innovations and standard services coexist. This reorganization around citizen needs rather than departmental structures will fundamentally change how governments procure and deploy technology.
-
Measuring Institutions’ Adoption of Artificial Intelligence Applications in Online Learning Environments: Integrating the Innovation Diffusion Theory with Technology Adoption Rate
This study examines how governmental institutions in the Gulf region adopt artificial intelligence applications in online learning environments. Using innovation diffusion theory, researchers found that adoption properties like trialability, observability, and compatibility positively influence ease of doing business and technology export. The findings suggest government authorities should prioritize implementation factors based on their significance to improve service delivery and user accessibility.
-
Blueprint for introducing innovation into wireless mobile networks
The paper examines how wireless mobile networks are shifting from closed, proprietary systems toward more open ecosystems. This transformation enables handsets to function as mobile computers running user-developed applications on open operating systems. The shift increases competition and innovation, ultimately benefiting users through greater choice and access to new ideas.
-
Business analytics-enabled decision-making effectiveness through knowledge absorptive capacity in health care
This study examines how business analytics capabilities in hospitals improve decision-making effectiveness by enhancing knowledge absorptive capacity. Using survey data from 152 Taiwanese hospitals, the researchers found that effective use of data analysis and interpretation tools indirectly strengthens decision-making through better knowledge absorption. The findings show that absorptive capacity mediates the relationship between analytics capabilities and decision outcomes, offering insights into how healthcare organizations can leverage data tools more effectively.
-
Digital Health Innovation Ecosystems: From Systematic Literature Review to Conceptual Framework
This systematic literature review identifies key components of digital health innovation ecosystems by synthesizing research on digital health, innovation, and digital ecosystems. The authors develop a conceptual framework and comprehensive definition for digital health innovation ecosystems, drawing from academic databases and practitioner case reports. The framework aims to establish common understanding among healthcare professionals, practitioners, and academics working in digital health innovation.
-
The evolution of the digital service ecosystem and digital business model innovation in retail: The emergence of meta-ecosystems and the value of physical interactions
Traditional retailers transitioning to digital business models collaborate with specialized digital service providers, creating hybrid "meta-ecosystems" that combine retail and digital services. Rather than eliminating physical interactions, successful digital retailers use face-to-face relationships with service providers, suppliers, and customers as a key competitive differentiator. The study identifies two stages: initial digital implementation through partnerships, then differentiation through maintaining personal connections.
-
Digital entrepreneurship: The role of entrepreneurial orientation and digitalization for disruptive innovation
Entrepreneurial orientation significantly boosts firms' ability to develop disruptive innovation. However, digitalization strategy works differently depending on a firm's entrepreneurial orientation: it hinders disruptive innovation in highly entrepreneurial firms but supports it in less entrepreneurial ones. Firms should calibrate their digitalization investments based on their entrepreneurial orientation level to maximize disruptive innovation.
-
The Googlization of Health Research: From Disruptive Innovation to Disruptive Ethics
Large technology companies like Google and Apple are entering health research through consumer mobile devices that collect health data. While portrayed as beneficial disruption, this shift creates serious ethical problems: research quality concerns, privacy violations, and power imbalances where tech companies control data and infrastructure. The author argues that these power asymmetries deserve urgent critical attention because they shape which health research gets conducted.
-
Open Government Data as an Innovation Process: Lessons from a Living Lab Experiment
A living lab experiment in the Netherlands tested open government data as an innovation process over two years. While interventions successfully increased data use and government awareness, scaling remained blocked by organizational barriers. The research finds that realizing open data's potential requires strong management commitment and systemic changes to rules, technology, and practices—not just making data available.
-
Linking Digital Capacity to Innovation Performance: the Mediating Role of Absorptive Capacity
Digital technologies boost firm innovation, but their effectiveness depends on absorptive capacity—a firm's ability to acquire and use external knowledge. A survey of 1,014 Greek manufacturing firms shows digital capacity directly improves innovation performance, but this effect strengthens significantly when firms possess strong absorptive capacity. The findings suggest digital investment alone is insufficient; firms must also invest in R&D, training, and knowledge networks to maximize innovation gains.
-
The diffusion of financial technology-enabled innovation in GCC-listed banks and its relationship with profitability and market value
This study examines how financial technology adoption affects profitability and market value in banks across Gulf Cooperation Council countries. Using a 73-item diffusion index, researchers found that higher FinTech implementation correlates with better market performance. UAE banks led adoption at 79.7%, followed by Bahrain at 76.7%. The findings support policies encouraging technology integration in banking operations.
-
The intertwining of knowledge sharing and creation in the digital platform based ecosystem. A conceptual study on the lens of the open innovation approach
This paper develops a theoretical framework showing how knowledge sharing and creation intertwine within digital platform ecosystems under open innovation principles. The authors propose that digital platforms function as dynamic spaces where knowledge sharing and creation continuously interact, introducing the concept of "ba-sho" as a foundational element. The framework applies across micro, meso, and macro organizational levels.
-
Towards Sustainable Digital Innovation of SMEs from the Developing Countries in the Context of the Digital Economy and Frugal Environment
Digital orientation, Internet of Things, and digital platforms directly drive sustainable digital innovation in small and medium enterprises. Digital platforms mediate the relationship between digital orientation and sustainable innovation, and between IoT and sustainable innovation. SMEs in developing countries can adopt frugal business models to reduce resource use and waste while competing in the digital economy.
-
Online social networks as an enabler of innovation in organizations
Spanish hospitality firms using online social networks show significantly higher innovation capacity, which directly improves business performance. The study surveyed 193 four- and five-star hotels and found that social media platforms enhance knowledge management and business intelligence, enabling firms to develop innovation competences that drive competitive advantage in the tourism industry.
-
Cloud computing networking: challenges and opportunities for innovations
Cloud computing providers face networking challenges in managing infrastructure-as-a-service facilities, particularly around resource provisioning, tenant visibility, and multi-facility federation. The paper examines existing technological approaches to these problems and proposes software-defined networking as an innovative solution for more efficient cloud infrastructure management.
-
Social capital and innovation performance of digital firms: Serial mediation effect of cross-border knowledge search and absorptive capacity
Social capital significantly boosts innovation performance in Chinese digital firms, even during COVID-19. Cross-border knowledge search mediates this relationship for structural and relational capital but not cognitive capital. Absorptive capacity further strengthens the effect when combined with knowledge search. Digital firms should build social capital to enable cross-border knowledge acquisition and develop capacity to leverage diverse external knowledge for innovation.
-
Perceptions toward Artificial Intelligence among Academic Library Employees and Alignment with the Diffusion of Innovations’ Adopter Categories
This study surveyed academic librarians about their perceptions of artificial intelligence and how they adopt new technologies. Researchers matched librarians' adoption patterns to Rogers' Diffusion of Innovations model categories—innovators, early adopters, early majority, late majority, and laggards. The findings show how librarians' self-identified adoption categories relate to their knowledge and attitudes toward AI in library settings, offering insights for managing technology adoption among library staff.
-
From Open Data to Open Innovation Strategies: Creating E-Services Using Open Government Data
This case study examines Singapore's open government data initiative and demonstrates how open innovation strategies can encourage businesses and citizens to create e-services using publicly available datasets. The research identifies key considerations for transforming a government data portal into an open innovation platform and for motivating participation in data reuse. The findings contribute to understanding how open data initiatives can drive collaborative innovation and service development.
-
Internet of Things for Green Building Management: Disruptive Innovations Through Low-Cost Sensor Technology and Artificial Intelligence
Buildings consume 60% of global electricity, but traditional management systems are expensive and impractical for small and medium-sized buildings. This paper demonstrates how Internet of Things sensors combined with artificial intelligence can monitor building energy use affordably. Low-cost IoT devices track occupancy and human activity patterns, enabling building managers to identify energy-saving opportunities and reduce consumption without expensive infrastructure.
-
An integrated perspective of TOE framework and innovation diffusion in broadband mobile applications adoption by enterprises
This study identifies critical factors influencing enterprise adoption of broadband mobile applications using the Technology-Organization-Environment framework combined with Diffusion of Innovation Theory. Analysis reveals that technological, organizational, and environmental contexts significantly affect adoption decisions. The research identifies eleven critical factors across these three dimensions plus two control variables, providing guidance for enterprises seeking competitive advantage through mobile broadband technology.
-
Social cognitive theory in technological innovations
Australian youth show limited intention to adopt wireless banking technology, according to a social cognitive theory framework. The research reveals that WAP banking technology remains immature and not yet ready for widespread youth adoption. Young people serve as early technology adopters whose behavior patterns indicate future market potential for digital banking innovations.
-
A Two-Staged SEM-Artificial Neural Network Approach to Analyze the Impact of FinTech Adoption on the Sustainability Performance of Banking Firms: The Mediating Effect of Green Finance and Innovation
Banks in Bangladesh that adopt financial technology improve their sustainability performance through two mechanisms: increased green finance and green innovation. The study analyzed 351 banking employees and found that FinTech adoption directly strengthens both green finance and innovation, which then drive sustainability outcomes. Green finance and innovation fully mediate the relationship between technology adoption and sustainability performance.
-
A systematic literature review of open innovation in the public sector: comparing barriers and governance strategies of digital and non-digital open innovation
This systematic review examines how barriers and governance strategies differ between digital and non-digital open innovation in the public sector. Relational barriers dominate non-digital initiatives, while capacity and technical barriers challenge digital ones. Political commitment and intermediaries work universally, but coercive strategies only suit inter-governmental contexts. Offline participation requires persuasive, relationship-focused governance; online participation demands technical capacity building.
-
Extending the technology acceptance model to mobile telecommunication innovation: The existence of network externalities
This study extends the Technology Acceptance Model to mobile telecommunications by examining how network externalities influence consumer adoption of Multimedia Messaging Services. The research confirms that perceived usefulness and ease of use drive acceptance, and adds that the number of existing users significantly affects adoption decisions. The findings show the Technology Acceptance Model effectively predicts consumer behavior for mobile innovations when network effects are present.
-
Open collaborative innovation and digital platforms
Digital platforms enable open collaborative innovation by reducing transaction costs and improving coordination between partners. The study uses contract theory to show how platform governance affects firm operations and ambidexterity. A case analysis of TIM OPEN demonstrates that combining digital platforms with collaborative innovation strategies drives operational synergies and enhances creative processes through selective and free information sharing.
-
Digital Innovations in MSMEs during Economic Disruptions: Experiences and Challenges of Young Entrepreneurs
Filipino young entrepreneurs shifted their micro, small, and medium enterprises to digital platforms during COVID-19 economic disruption. The study identifies intrinsic motivations like personal growth and extrinsic drivers including mobility restrictions and market conditions. Key barriers include inadequate digital skills, internet infrastructure gaps, market challenges on digital platforms, and pandemic restrictions. Findings support developing government policies and support programs for digital entrepreneurship in developing economies.
-
The Effect of COVID-19 on the Hospitality Industry: The Implication for Open Innovation
COVID-19 devastated the hospitality industry, creating severe job insecurity among employees and damaging their mental health. A survey of 372 hospitality workers found that perceived job insecurity mediates the relationship between economic crisis fears and mental health problems, with COVID-19 fear strengthening this effect. The research recommends managers address psychological factors affecting employees and invest in digital infrastructure and smart technologies to build industry resilience.
-
User Service Innovation on Mobile Phone Platforms: Investigating Impacts of Lead Userness, Toolkit Support, and Design Autonomy1
This study examines how user characteristics, platform design features, and autonomy levels affect service innovation on mobile phone platforms like iOS and Android. Lead users with strong expertise, combined with toolkits that ease effort and enable exploration, plus decision-making and work-method autonomy, drive higher innovation output. The interactions between these factors matter more than individual effects alone.
-
Diffusion of innovations: Smartphones and wireless anatomy learning resources
Smartphones and media players enable new approaches to anatomy education. The author tested iPhones and iPod Touch devices with flashcards, PDFs, 3D imaging, podcasts, and clinical videos. These touch-screen devices offer practical wireless access to multimedia learning resources that students can use anywhere. As students widely adopt such personal technology, educators can develop portable, multiplatform educational content.
-
Involving Consumers: The Role of Digital Technologies in Promoting ‘Prosumption’ and User Innovation
Digital technologies enable consumers to shift from passive buyers to active producers—a phenomenon called prosumption. The paper develops a framework showing how different digital tools (mobile networks, 3D printing) enable different types of consumer involvement in design, manufacturing, and distribution. Examples include user innovation, DIY production, the makers movement, and sharing economy platforms. The authors argue understanding prosumption's nature is critical for anticipating market disruptions.
-
FinTech in the Small Food Business and Its Relation with Open Innovation
Small food businesses struggle to access traditional bank financing. This study examines what drives small food business owners to adopt financial technology (FinTech) for credit access. Using a modified UTAUT 2 model with 184 Indonesian respondents, researchers found that knowledge, safety perceptions, performance expectations, social influence, facilitation conditions, and price values all influence FinTech adoption. The research shows that adopting FinTech improves business sustainability for small food enterprises.
-
Diffusion of digital innovation in construction: a case study of a UK engineering firm
A UK engineering firm adopted building information modelling (BIM) technology over four years in response to government mandates for large public projects. The study reveals that digital innovation diffused through three phases: centralizing technology management, standardizing digital practices, and globalizing digital resources. Diffusion occurred along multiple, overlapping paths within the firm's complex organization, following a non-linear process shaped by changing organizational context and uncertainty.
-
The diffusion of human‐resource information‐technology innovations in US and non‐US firms
This study examines how eight human-resource information technologies spread across US, Canadian, UK, and Irish firms. The researchers found that internal influences—particularly contacts among potential adopters within their social networks—drove adoption decisions more than external factors. Results held consistent across different countries, user types, and technology types. The findings suggest firms need better-coordinated technology strategies to align purchasing with actual HR automation goals.
-
Digital green value co-creation behavior, digital green network embedding and digital green innovation performance: moderating effects of digital green network fragmentation
Digital green value co-creation behavior and digital green network embedding significantly improve digital green innovation performance in business ecosystems. Network embedding mediates this relationship, while network fragmentation strengthens it. The study surveyed 326 organizations and found that companies engaging in collaborative green innovation through digital networks achieve better environmental and innovation outcomes, with fragmented networks actually enhancing performance by encouraging diverse partnerships.
-
Driving innovation through big open linked data (BOLD): Exploring antecedents using interpretive structural modelling
This paper identifies and maps nineteen factors that drive innovation through big open linked data (BOLD). Using expert input and structural modeling, the research reveals that technical infrastructure, data quality, and external pressure form the foundation for BOLD-enabled innovation. Most factors show high interdependence, indicating the process is volatile and complex. The work provides a framework for organizations seeking to encourage and manage innovation through open data.
-
A Tale of Open Data Innovations in Five Smart Cities
This study examines 18 open data initiatives across five smart cities—Barcelona, Chicago, Manchester, Amsterdam, and Helsinki—to understand how open data shapes urban innovation. The research reveals how open data initiatives adapt to different city contexts and what innovations they enable across various urban domains, governance structures, and datasets within each city's open data ecosystem.
-
Does international entrepreneurial orientation foster innovation performance? The mediating role of social media and open innovation
International entrepreneurial orientation drives innovation performance in small and medium-sized enterprises through two mechanisms: open innovation and social media usage. The study of 128 SMEs shows that social media usage enables open innovation, which in turn translates entrepreneurial orientation into better innovation outcomes. Companies pursuing international expansion with entrepreneurial mindsets achieve stronger innovation results when they embrace open innovation practices and leverage social media.
-
Digital transformation as a catalyst for sustainability and open innovation
Digital transformation enables and fosters both open innovation and sustainability, according to this conceptual framework study. The authors reviewed literature to map how these three concepts interconnect and evolve. They found digital transformation acts as a catalyst for sustainability and open innovation, though it can negatively impact environmental sustainability in some cases.
-
Central Banks Digital Currency: Detection of Optimal Countries for the Implementation of a CBDC and the Implication for Payment Industry Open Innovation
This paper identifies which countries are best positioned to implement Central Bank Digital Currencies (CBDCs) by analyzing correlations with pioneer nations like the Bahamas, China, and Uruguay. Using statistical methods, the authors find that Lithuania, Estonia, and Finland in Europe; Brazil and Uruguay in South America; Malaysia in Asia; and South Africa in Africa show the strongest alignment with successful CBDC implementation conditions.
-
The Influence of E-Payment and E-Commerce Services on Supply Chain Performance: Implications of Open Innovation and Solutions for the Digitalization of Micro, Small, and Medium Enterprises (MSMEs) in Indonesia
E-payment and e-commerce services significantly improve supply chain performance for Indonesian micro, small, and medium enterprises. The study of 164 MSMEs identifies ten key barriers to digitalization and proposes open innovation solutions to overcome them. The findings support government efforts to accelerate MSME digitization through digital financial and commercial tools.
-
The adoption of open innovation within the telecommunication industry
Italian telecommunications companies adopt open innovation through teamwork and task forces, taking varying proactive roles in collaborative processes. These firms acquire external knowledge primarily from universities, research centers, and supply chain partners. The study reveals distinct management approaches to open innovation within the ICT industry, providing insights into how telecom companies structure external collaboration and knowledge sourcing.
-
Fintech Frontiers in Quantum Computing, Fractals, and Blockchain Distributed Ledger: Paradigm Shifts and Open Innovation
This paper examines how emerging technologies—quantum computing, fractals, and blockchain—could reshape the financial industry. The authors conduct a SWOT analysis to assess the potential impact of these technologies on fintech. They conclude that rapid technological advancement drives economic shifts, but warn that high development costs may concentrate market power among a few large corporations, limiting broader competition.
-
An Empirical Study of the Relationship of IT Intensity and Organizational Absorptive Capacity on CRM Performance
This study examines how IT investment and organizational absorptive capacity affect CRM performance in Taiwanese financial service companies. The research finds that CRM practices mediate the relationship between IT intensity and absorptive capacity on one hand, and CRM performance on the other. Organizations competing globally should invest in both IT infrastructure and absorptive capacity to build marketing intelligence and innovate products meeting customer needs.
-
Making Smart Regions Smarter: Smart Specialization and the Role of Universities in Regional Innovation Ecosystems
Universities play a critical role in developing smart regions through smart specialization strategies. The paper examines how digital technologies enhance regional innovation ecosystems and addresses the gap between the popular rhetoric of 'smart regions' and the actual challenges of building genuine smartness in communities and governance.
-
Internet, innovation, and open source: Actors in the network
This paper examines how Linux developed through open source collaboration, analyzing the socio-technical dynamics that enabled its growth. The author combines community learning theory with actor-network theory to explain how open source development works, showing how the Linux development community evolved into an interconnected ecology of community-centered practices.
-
The effectiveness of involving users in digital innovation: Measuring the impact of living labs
Living labs engage users directly in digital innovation development. This study measures their economic impact on participants and finds significant positive effects. The authors develop practical evaluation methods suitable for living labs' flexible, evolving nature and provide methodological recommendations for future impact assessments of similar innovation tools.
-
Web 2.0 revisited: user-generated content as a social innovation
This paper argues that Web 2.0's core innovation is user-generated content functioning as a new social routine, not a technological breakthrough. Easy-to-use software and widespread internet access enable this social practice, with technology acting as a catalyst rather than the innovation itself. The authors reject narrow definitions of Web 2.0 and emphasize the social dimension of how people communicate and share content online.
-
Digital innovation management for entrepreneurial ecosystems: services and functionalities as drivers of innovation management software adoption
Innovation Management Software adoption among German firms is driven primarily by idea management functionalities and vendor services for updates and upgrades. Surprisingly, bundling consulting services with software reduces adoption likelihood. The study surveyed 199 innovation managers and found that IMS adoption improves new product development efficiency, helping strengthen entrepreneurial ecosystems through digitalized innovation processes.
-
The effect of digital leadership and innovation management for incumbent telecommunication company in the digital disruptive era
Digital leadership and innovation management both drive sustainable competitive advantage for incumbent telecom companies facing digital disruption. In a study of 100 Indonesian telecom employees, digital leadership proved more influential than innovation management alone in enabling digital transformation. The research shows that strengthening these capabilities helps incumbents compete effectively in rapidly changing digital markets.
-
Digitalization needs a cultural change – examples of applying Agility and Open Innovation to drive the digital transformation
Companies pursuing digital transformation need cultural change, not just new tools and processes. This paper examines two approaches—Agility and Open Innovation—that foster the customer-centric, fast-moving culture required for successful digitalization. The authors draw on real-world applications to show how opening development processes to external stakeholders and adopting agile methods accelerate digital transformation and market responsiveness.
-
Open Innovation and Social Big Data for Sustainability: Evidence from the Tourism Industry
Social media data from tourists generates valuable insights for sustainable tourism innovation. A case study of an Apulia destination shows how social Big Data enables open innovation processes, allowing tourism stakeholders to involve visitors and create knowledge assets that support sustainable travel experiences.
-
Open Data as a Foundation for Innovation: The Enabling Effect of Free Public Sector Information for Entrepreneurs
Swedish IT entrepreneurs report that open public sector data is critical for their business success. Forty-three percent consider it essential for their plans, and 82% say access would strengthen their operations. Companies value open data not just for direct commercialization but as a foundation for testing and supporting diverse business models. The findings suggest open data's innovation-enabling role extends far beyond government transparency and e-government applications, indicating its societal value has been significantly underestimated.
-
Adopting open innovation for SMEs and industrial revolution 4.0
Indonesia's small and medium enterprises can adopt open innovation strategies to succeed in Industry 4.0, but face significant barriers. Digital ecosystem readiness and knowledge management are critical enablers. The main obstacle is insufficient digital equipment, which widens gaps between large and small businesses and between urban and rural areas. Government should protect fair competition while the private sector drives most Industry 4.0 initiatives.
-
Diffusion of Web-Based Product Innovation
Companies increasingly involve customers in innovation through web-based tools, which reduce costs and help anticipate market changes. This study analyzed over 200 brand and corporate websites to identify which web-based collaborative tools firms actually use and discovered significant variations based on industry and company characteristics.
-
Curiosity on Cutting-Edge Technology via Theory of Planned Behavior and Diffusion of Innovation Theory
This study examines what drives consumer adoption of smartwatches by combining two behavioral theories. Researchers surveyed 291 smartwatch users and found that both psychological factors (like perceived control and curiosity) and technical factors (compatibility and complexity) shape whether people intend to use the technology. Compatibility emerged as the strongest predictor of adoption intent, while curiosity and complexity showed the highest performance impact.
-
Open data outcomes: U.S. cities between product and process innovation
U.S. cities have created open data portals to increase government transparency, but this generates broader innovation outcomes than typically recognized. Research with 15 city managers reveals that open data drives two types of innovation: external product innovation (apps, websites, services) and internal process innovation (procedural changes, cultural shifts). The study recommends structural, procedural, and cultural changes to maximize open data initiative success.
-
Disrupting the Technology Innovation Efficiency of Manufacturing Enterprises Through Digital Technology Promotion: An Evidence of 5G Technology Construction in China
China's 5G Technology Pilot Construction policy in 2018 significantly improved manufacturing enterprises' technology innovation efficiency. The positive effect was strongest in cities with higher digital financial capabilities and among enterprises with lower initial technology capabilities. The findings suggest that promoting 5G infrastructure can enhance innovation performance across manufacturing sectors.
-
Does Information Technology Improve Open Innovation Performance? An Examination of Manufacturers in Spain
Spanish manufacturing firms using open innovation models achieve better patent and product innovation outcomes when they invest in information technology. The study finds an inverted U-shaped relationship between external R&D spending and innovation performance. IT investments reduce the costs of identifying, assimilating, and utilizing external knowledge, making open innovation a viable strategic alternative to traditional in-house R&D.
-
Information–Communication Technologies Open up Innovation
Information and communication technologies enable open innovation by connecting organizations with external sources like customers, suppliers, and vendors to generate, develop, test, and commercialize ideas. ICTs support the entire innovation process from initial ideation through commercialization, moving beyond internal use to facilitate distributed innovation across organizational boundaries.
-
The Role and Meaning of the Digital Transformation As a Disruptive Innovation on Small and Medium Manufacturing Enterprises
Digital transformation acts as disruptive innovation in manufacturing SMEs, reshaping product development, production methods, and organizational structures. A Delphi study of 49 experts across eleven EU countries identified three key drivers: technological changes, innovative business models, and organizational culture. Success requires clear understanding of disruptive innovation, internal and external enablers, and mitigation strategies for obstacles. SMEs that fail to adopt disruptive innovations will not survive within 5-10 years.
-
Disruptive Innovation in Dentistry: What It Is and What Could Be Next
Artificial intelligence drives disruptive innovation in dentistry by enabling personalized treatment through analysis of patient eHealth data, genomic information, and clinical records. AI integration with teledentistry, virtual reality, and intraoral scanning transforms clinical workflows and service delivery. The paper emphasizes that while these technologies promise improved outcomes and cost-effectiveness, their adoption requires rigorous scientific validation, careful ethical consideration of diagnostic accuracy, and responsible handling of sensitive patient data.
-
Web 3.0: The Decentralized Web Blockchain networks and Protocol Innovation
This paper examines Web 3.0 as a decentralized alternative to current Web 2.0 platforms. Rather than focusing on applications and user interfaces, the author argues that Web 3.0 should prioritize developing underlying protocols and technologies that address fundamental problems created by centralized social media platforms. The paper outlines challenges in Web 2.0 and describes emerging technologies supporting decentralization.
-
Innovation diffusion at the implementation stage of a construction project: a case study of information communication technology
Construction companies often fail to realize benefits from information communication technology despite its potential. This study examined three construction contractors to understand how ICT implementation succeeds or fails. The research identifies critical factors for successful adoption: management support, technical support, workplace environment, and user characteristics. These insights provide a framework for improving ICT adoption across different implementation stages in construction.
-
Complementors as connectors: managing open innovation around digital product platforms
This paper examines how firms coordinate open innovation through digital platform ecosystems. Using Philips Hue smart lighting as a case study, the authors identify three increasingly complex ways independent companies connect complementary products to a focal platform. Managing these connections requires a hybrid approach combining open interfaces for many partners with intensive collaboration for select partners. The research reveals that managing interconnections across multiple digital platforms creates significant coordination challenges.
-
Modifying UTAUT and innovation diffusion theory to reveal online shopping behavior
This study combines technology acceptance and innovation diffusion theories to understand online shopping behavior for smartphones. The research finds that website performance and ease of use increase familiarity with the site, while virtual communities and product trials boost product familiarity. Perceived risk reduces purchase intention. Website and product familiarity mediate the relationship between these factors and buying decisions. Managers should build online communities and provide detailed product trial information to increase consumer familiarity and purchase intent.
-
Open innovation in digital journalism: Examining the impact of Open APIs at four news organizations
Four major news organizations—The New York Times, The Guardian, USA Today, and NPR—adopted Open APIs to embrace open innovation principles. This shift accelerated research and development through collaboration with web developers, created new revenue streams by expanding their product offerings, and built innovation networks that acted as external R&D teams. The organizations continuously balanced openness with control to manage their intellectual property while benefiting from external innovation.
-
Understanding the diffusion and adoption of digital finance innovation in emerging economies: M-Pesa money mobile transfer service in Kenya
M-Pesa's rapid adoption in Kenya demonstrates how digital financial innovations succeed in emerging economies. The study applies technological innovation systems theory to explain M-Pesa's growth, finding that local adaptation, coordination, learning, and localized capabilities drive diffusion. The research reveals that standard innovation frameworks miss critical factors specific to emerging markets, and recommends policies to stimulate digital financial innovation across Africa.
-
Open innovation in the public sector: creating public value through civic hackathons
Civic hackathons across the United States generate three main outcomes: digital prototypes, public engagement, and government awareness of open data. Public engagement and relationship building prove more valuable than technical prototypes. These open innovation initiatives enhance public value through better outcomes, democratic accountability, and procedural legitimacy, though their impact remains limited by early adoption stages and low external participation rates.
-
Openness in innovation and business models: lessons from the newspaper industry
This paper examines how open business models affect the newspaper industry in Denmark. Using interviews with major media companies and data from 2002-2011, the authors show that internet technology disrupted traditional newspaper business models. They argue that openness in business models is more complex than existing literature suggests, with different implications for business viability than previously reported.
-
Political Entrepreneurialism: Reflections of a Civil Servant on the Role of Political Institutions in Technology Innovation and Diffusion in Kenya
Kenya's ICT sector achieved global prominence through political institutions that tolerated risk and partnered with private companies. A senior civil servant applied leadership theory to drive innovation and technology diffusion across education, health, agriculture, and financial services. The paper explains why Kenya outpaced neighboring countries and identifies political stability and corruption control as critical to sustaining this success.
-
Industry 4.0 transition: a systematic literature review combining the absorptive capacity theory and the data–information–knowledge hierarchy
This systematic literature review examines Industry 4.0 digital transformation through a knowledge management lens, using absorptive capacity theory and the data-information-knowledge hierarchy. Analyzing 150 papers, the authors find that big data analytics receives the most research attention across all phases of knowledge acquisition and use, while internet of things technology is explored primarily for data collection. Cybersecurity and smart manufacturing remain understudied despite their relevance to digital transitions.
-
The role of digital business transformation in frugal innovation and SMEs’ resilience in emerging markets
Digital business transformation significantly strengthens frugal innovation and SME resilience in emerging markets. Organizational learning drives all three factors. The study surveyed 214 SME owners and managers, finding that companies must develop dynamic capabilities in digital transformation, frugal innovation, and organizational learning to survive and thrive in emerging market conditions.
-
Digitalizing business models in hospitality ecosystems: toward data-driven innovation
Hospitality businesses must adopt data-driven business models to innovate and create value in digital ecosystems. This study interviewed managers at hotels, bed-and-breakfasts, and guesthouses to identify how they use data strategically. The research reveals that strategy is central to enabling data-driven innovation in hospitality, and develops a framework applicable to other service industries and small-to-medium enterprises seeking to leverage data for competitive advantage.
-
Open data for open innovation: managing absorptive capacity in SMEs
Small and medium enterprises struggle to use open data for innovation because they lack specific capabilities to acquire, process, and apply it effectively. The study identifies core factors that shape how SMEs handle open data and finds that without developing these unique capabilities, most SMEs cannot successfully leverage open data for digital innovation, explaining why adoption remains limited.
-
Diffusion of Innovations as a Theoretical Framework for Telecenters
This paper applies diffusion of innovations theory to understand how rural telecenters—information and communication centers in developing countries—spread and are adopted by local communities. The author examines three key aspects: how people perceive telecenter innovations, how communication drives their adoption, and what consequences result from using them. The framework provides researchers and practitioners with a theoretical foundation for studying telecenter diffusion in rural areas.
-
Is digitalization a source of innovation? Exploring the role of digital diffusion in SME innovation performance
Digital adoption significantly boosts innovation performance in small and medium-sized enterprises. The study of 1,100 German SMEs found that higher digital diffusion directly increases innovation output. Absorptive capacity—a firm's ability to learn and apply new knowledge—moderates this effect for product innovation specifically, but not for other innovation types. Digital tools act as a catalyst for SME innovation.
-
Knowledge Sourcing and Innovation in “Thick” and “Thin” Regional Innovation Systems—Comparing ICT Firms in Two Austrian Regions
ICT firms in Vienna's dense metropolitan innovation system rely heavily on local knowledge sources from universities and research organizations, while firms in Salzburg's smaller regional system depend more on distant knowledge links with diverse partners. The study shows that regional innovation system characteristics—density and institutional setting—fundamentally shape how companies source knowledge for innovation.
-
Green growth as a determinant of ecological footprint: Do ICT diffusion, environmental innovation, and natural resources matter?
Green growth, ICT adoption, and environmental innovation reduce ecological footprint in both emerging and developed economies over the long term. Natural resources increase ecological footprint in emerging economies but decrease it in developed ones. The study analyzes 14 countries using advanced econometric methods and recommends policy interventions to leverage green growth and innovation for environmental sustainability.
-
Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study
This paper develops a web mining framework to map innovation ecosystems by analyzing firm websites at scale. Testing on 2.4 million German firms, the authors extract innovation-related information from websites to identify products, services, and business cooperation. They find systematic biases: larger, older, urban, and patenting firms are overrepresented because they maintain more sophisticated websites, while low broadband availability excludes some firms entirely. The framework successfully maps Berlin's artificial intelligence sector and demonstrates web mining as a cost-effective alternative to traditional innovation surveys.
-
Using Diffusion of Innovations Framework to Explain Communal Computing Facilities Adoption Among the Urban Poor
This study applies Rogers' diffusion of innovations theory to explain why urban poor communities in Cape Town, South Africa adopt communal computing facilities like telecenters. The researchers analyzed existing data and found that all five perceived attributes of innovation—relative advantage, compatibility, complexity, trialability, and observability—influence adoption decisions. The framework successfully explains adoption patterns and reveals consequences for both users and host institutions.
-
Supply Chain Management Open Innovation: Virtual Integration in the Network Logistics System
Modern supply chains require virtual integration through digital platforms to meet customer demands under Industry 4.0. Traditional supply chain management cannot identify individual customer needs effectively. The authors argue that logistics platforms act as virtual system integrators, enabling scalable partner networks that reduce costs and increase competitiveness. They analyze global best practices to show how platform business models create this integration in the digital economy.
-
Twitter’s diffusion in sports journalism: Role models, laggards and followers of the social media innovation
Sports journalists at major news organizations in Australia, India, and the United Kingdom adopted Twitter at different rates and for different reasons. The study used interviews and article analysis to show when and why journalists embraced the platform, and how much Twitter content appeared in sports coverage. Twitter adoption brought benefits to individual journalists and their organizations, with patterns that apply to other countries experiencing similar diffusion.
-
Voluntary adopters versus forced adopters: integrating the diffusion of innovation theory and the technology acceptance model to study intra-organizational adoption
This study examines how Chinese journalists adopted internet technology in their organizations, distinguishing between voluntary and forced adoption. Voluntary adopters—typically young, male journalists who saw the internet's advantages and ease of use—were driven by diffusion of innovation factors. Forced adopters—high-ranking journalists in large, tech-forward organizations—adopted because they believed it improved job performance. The research integrates two theoretical frameworks to explain different adoption pathways within organizations.
-
Organisational culture and cloud computing: coping with a disruptive innovation
Cloud computing represents a disruptive innovation that fundamentally changes how organizations deliver and consume computing services. The paper applies Christensen's disruptive innovation theory to cloud computing, examining how this shift requires organizations to transform their operational cultures and service delivery models to adapt to flexible cost structures, scalability, and efficiency gains.
-
Information and communication technology innovations: radical and disruptive?
This paper examines how well disruption theory and other innovation classifications explain ICT innovations in communications. The author reviews multiple innovation frameworks and finds that while internet and wireless technologies show frequent disruptive changes, the disruption concept has limited applicability in the converged communications sector. Different analysts reach contradictory conclusions because they make different analytical choices, and findings from single firms cannot be reliably generalized.
-
Towards innovation performance of SMEs: investigating the role of digital platforms, innovation culture and frugal innovation in emerging economies
Digital platforms directly boost innovation performance in small and medium enterprises in emerging economies, while innovation culture mediates this relationship. Frugal innovation moderates the link between innovation culture and performance. The study surveyed 387 managers at Pakistani SMEs and found that businesses adopting digital platforms and fostering innovation culture achieve better innovation outcomes, critical for competing in dynamic emerging markets.
-
Collaborative innovation and human-machine networks
Digital technology shapes how public organizations collaborate and innovate. Through case studies of cross-sector coordination, the authors show that technology is not neutral—it actively determines who participates, how they interact, and what outcomes emerge. Technology can either enable or obstruct effective collaboration depending on how it structures human-machine interactions.
-
User-driven innovation? Challenges of user involvement in future technology analysis
Companies increasingly adopt user-driven innovation strategies in information and communications technologies, placing users at the center of product development. This paper identifies two critical challenges: maintaining continuous user involvement and integrating user knowledge into interdisciplinary development processes. The authors demonstrate solutions through the ROMAS project, which tested future mobile applications in a living lab setting with systematic user participation.
-
Web Mash-ups and Patchwork Prototyping: User-driven technological innovation with Web 2.0 and Open Source Software
Users and non-programmers are driving technological innovation by combining open-source software components and web APIs to create functional prototypes and solutions. This mashup approach applies traditional software development techniques in novel ways, enabling creative problem-solving by people without formal programming expertise and reshaping how technology gets designed and produced.
-
The adoption of big data analytics in Jordanian SMEs: An extended technology organization environment framework with diffusion of innovation and perceived usefulness
Jordanian small and medium enterprises face barriers to adopting big data analytics despite recognizing its benefits. This study combined two innovation frameworks to identify factors driving adoption among 388 managers. Relative advantage, compatibility, low complexity, top management support, competitive pressure, and security all increased perceived usefulness, which directly boosted adoption rates. The findings provide guidance for SMEs pursuing digital transformation.
-
Exploring the determinants of adoption of Unified Payment Interface (UPI) in India: A study based on diffusion of innovation theory
This study examines why Indian customers adopt the Unified Payment Interface (UPI) mobile payment system using diffusion of innovation theory. The research finds that perceived relative advantage, low complexity, and observability significantly drive users' intention to adopt UPI. Higher usage intention and satisfaction also increase customers' likelihood to recommend UPI to others. The findings reveal key factors that influence both adoption and word-of-mouth promotion of the payment platform.
-
A structural analysis approach to identify technology innovation and evolution path: a case of m-payment technology ecosystem
This paper analyzes how mobile payment technology has evolved by examining patent citation networks and identifying key innovation trajectories. The researchers map the m-payment ecosystem and identify three main categories: mobile financial transaction systems, payee mobile device payment selection systems, and e-wallet services. The structural analysis approach reveals the systematic patterns through which m-payment technology has developed and provides a method for tracking technological evolution in innovation ecosystems.
-
Analysis of open innovation communities from the perspective of social network analysis
This paper analyzes online open innovation communities using social network analysis to understand how members participate and contribute ideas. The research measures correlations between different participation types and examines how collective intelligence evaluation methods can identify the most valuable user-generated ideas. The findings help organizations and community managers efficiently evaluate large volumes of ideas shared in online innovation platforms.
-
Business Models for Open Data Ecosystem: Challenges and Motivations for Entrepreneurship and Innovation
Open data ecosystems bring together data providers, consumers, and service creators to develop new business opportunities. This study interviewed six ecosystem actors to understand their motivations, relationships, and business model needs. Actors recognize significant potential in open data but identify barriers preventing win-win conditions for all participants. The research reveals both strong motivations for engagement and critical obstacles requiring resolution to enable sustainable open data businesses.
-
Disruptive Innovation: Implementation of Electronic Consultations in a Veterans Affairs Health Care System
A Veterans Affairs health system implemented electronic consultations enabling clinicians to request specialist input through the electronic health record without requiring patient visits. Between 2012 and 2013, over 7,000 e-consults were used, with nurse practitioners requesting them more frequently than physicians. Beyond initial diagnostic purposes, clinicians creatively adapted e-consults for scheduling and documentation. Requesting providers found the system highly useful, though specialists worried about workload increases.
-
Determinants of user adoption of web ''Automatic Teller Machines': an integrated model of 'Transaction Cost Theory' and 'Innovation Diffusion Theory'
Banks in Taiwan implemented Web automatic teller machines as an alternative to traditional Internet banking. This study identifies five key factors driving user adoption: perceived relative advantage, perceived complexity, perceived compatibility, perceived uncertainty, and perceived transaction frequency. The research combines innovation diffusion theory and transaction cost theory to explain why users of traditional Internet banking don't automatically adopt Web ATMs.
-
The Adoption of Automatic Teller Machines in Nigeria: An Application of the Theory of Diffusion of Innovation
This paper applies diffusion of innovation theory to examine how automatic teller machines were adopted across Nigeria. The study analyzes the factors and patterns influencing ATM adoption in the Nigerian banking sector, using established innovation diffusion frameworks to understand technology uptake in a developing country context.
-
The diffusion of electronic service delivery innovations in dutch E-policing: The case of digital warning systems
Dutch police forces adopted SMS-alert digital warning systems at different rates based on how they interpreted the innovation's value. The study reveals that police organizations attached functional meanings (operational efficiency), political meanings (strategic advantage), and institutional meanings (organizational fit) to the technology. Diffusion policies and strategies significantly influenced adoption patterns, a factor often overlooked in innovation research.
-
Examining the Diffusion of Innovations from a Dynamic, Differential-Effects Perspective: A Longitudinal Study on AI Adoption Among Employees
This study tracks how employees adopt AI in workplaces over time, finding that job security concerns drive increasingly negative attitudes toward AI. Relative advantage, compatibility, and observability strengthen positive attitudes, while ease of use and trialability have no significant effect. The impact of these factors varies by group: trialability only helps those already positive about AI, while observability and threat concerns matter more to skeptics.
-
Planning, Land and Housing in the Digital Data Revolution/The Politics of Digital Transformations of Housing/Digital Innovations, PropTech and Housing – the View from Melbourne/Digital Housing and Renters: Disrupting the Australian Rental Bond System and Tenant Advocacy/Prospects for an Intelligent Planning System/What are the Prospects for a Politically Intelligent Planning System?
Digital planning systems promise to predict urban development outcomes, but housing data gaps systematically undercount vulnerable populations. The author's research in Portland, Oregon reveals that despite regional modeling capacity, comprehensive rental housing data remains unavailable due to political and market barriers, not technical limitations. This prevents planners from accurately forecasting displacement risks when transit investments reshape neighborhoods.
-
The effect of IT ambidexterity and cloud computing absorptive capacity on competitive advantage
Firms adopting cloud computing gain competitive advantage by balancing conflicting IT capabilities—flexibility and control—through organizational ambidexterity. The study surveyed 165 IT executives and found that cloud absorptive capacity, strengthened by this dual governance structure, drives knowledge accumulation and business performance. Companies should treat cloud adoption as strategic to remain competitive.
-
Determinants of Service Innovation in Academic Libraries through the Lens of Disruptive Innovation
Academic libraries face disruption from digital technologies and must innovate their services to remain relevant. The paper applies the Resources-Processes-Values framework to recommend that library administrators lead innovation efforts, build supportive cultures, reward innovation, create autonomous innovation teams, and partner with users and other institutions to develop new services that respond to technological change.
-
Millennials and the adoption of new technologies in libraries through the diffusion of innovations process
Millennials drive technology adoption in libraries by acting as change agents and early adopters. While libraries suggest new technologies as solutions to problems, adoption lags behind other sectors. Millennials use specific communication channels to shift employee attitudes toward new tools. Understanding technology adoption through diffusion theory rather than focusing on individual tools helps explain the broader paradigm shift in how libraries embrace innovation.
-
Responsible innovation with digital platforms: Cases in India and Canada
This study examines two digital platforms in India and Canada that serve marginalized communities by addressing grand challenges like education, healthcare, and livelihood access. The platforms orchestrate ecosystems involving marginalized individuals, government agencies, and other entities to deliver physical, digital, and societal solutions. The research demonstrates how responsible innovation principles—anticipation, reflexivity, inclusion, and responsiveness—operate through digital platforms to generate simultaneous economic and social value for vulnerable populations.
-
Digital platforms and responsible innovation: expanding value sensitive design to overcome ontological uncertainty
Digital platforms create unpredictable value impacts that traditional design methods cannot anticipate. The authors expand value sensitive design to handle ontological uncertainty—situations where even complete information cannot predict how users will actually employ platforms. They propose extending design across a platform's entire lifecycle, adding reflexive learning about which values matter, and introducing moral sandboxing and prototyping tools to navigate this uncertainty.
-
Technological Frames and User Innovation
Online community moderators on Reddit who migrated to Discord faced scaling and design challenges. They responded by creating custom scripts and bots using Discord's API to modify the platform and replicate Reddit's functionality. End-user programming enabled these communities to innovate solutions to unanticipated design problems, transforming new platforms to match their existing expectations and workflows.
-
Internet computing as a disruptive information technology innovation: the role of strong order effects1
A survey of 121 software firms reveals how companies adopt internet computing innovations in a specific sequence: base innovations first, then service innovations, then process innovations. The study shows that the amount and radicalness of base innovations directly drive service innovations, which then influence process innovations. Software organizations should recognize that radical innovations are interconnected and adopt flexible strategies that account for these dependencies.
-
Research on Financial Technology Innovation and Application Based on 5G Network
5G technology enables financial institutions to innovate services through faster, more secure transactions and real-time mobile trading. The paper examines how 5G networks support fintech applications including backbone network evolution, drone-based facility inspection, and cash transport monitoring. These capabilities reduce financial sector risks, increase productivity, and improve customer satisfaction while strengthening transaction security.
-
The diffusion of innovations theory as a theoretical framework in Library and Information Science research
Kenyan agricultural research and extension organizations adopted diverse ICT tools—both digital and traditional—to improve information sharing among researchers, extension workers, and farmers. While these technologies addressed various communication needs, their expansion faced significant constraints requiring coordinated intervention from agricultural and ICT stakeholders and government support.
-
Knowledge sharing and firm performance: the role of social networking site and innovation capability
Social networking sites enable firms to share knowledge and improve performance when combined with strong innovation capabilities. Product development capability paired with SNS use enhances knowledge sharing, while operational capability paired with SNS use drives incremental innovation and firm performance. The study shows how firms leverage digital platforms strategically to navigate market turbulence and compete effectively.
-
Fostering innovation through learning from digital business ecosystem: A dynamic capability perspective
Small and medium-sized enterprises participating in digital business ecosystems develop innovation capabilities through iterative learning and external resource leverage. The study identifies three key capabilities: detecting market changes, accessing external resources, and adapting to evolving conditions. SMEs gain competitive advantage by using ecosystem insights to predict customer preferences and drive product innovation, though over-reliance on external partners poses risks.
-
Resource-based co-innovation through platform ecosystem: experiences of mobile payment innovation in China
Chinese mobile payment providers—Alipay, Bestpay, and UnionPay—successfully innovated through inter-organizational co-innovation within platform ecosystems. Companies leveraged their superior resources and capabilities to achieve competitive advantage in a coopetitive environment where firms both cooperate and compete. The RISE model shows how strategic resource matching and ecosystem architecture enable win-win service innovation outcomes.
-
Decentralized clinical trials in the trial innovation network: Value, strategies, and lessons learned
The Trial Innovation Network evaluated decentralized clinical trial approaches across over 400 studies, finding that remote tools like electronic consent, social media recruitment, and remote interventions improve efficiency and reduce participation barriers. Some elements work well, while remote recruitment and monitoring need refinement. Hybrid trials combining remote and in-person methods offer promise for increasing urban-rural diversity, though ensuring equitable access to technology and building trust with marginalized communities remain critical challenges.
-
Network externalities and the perception of innovation characteristics: mobile banking
This study examines how network externalities—the value users gain from more users and complementary services—influence adoption of mobile banking. The research finds that more users and available services make mobile banking seem easier to use and more compatible with people's lifestyles, increasing adoption intention. Technology anxiety did not affect these relationships. Banks can boost adoption by offering diverse complementary services.
-
A study of innovation diffusion through link sharing on stack overflow
This study examines how software developers discover and adopt innovations like tools and frameworks by analyzing link sharing on Stack Overflow. The researchers find that link sharing occurs frequently on the platform, making Stack Overflow a significant channel for spreading software development innovations. They show Stack Overflow functions as part of a larger network of interconnected online resources that developers use to find and evaluate new tools.
-
Creating a Taxonomy for Mobile Commerce Innovations Using Social Network and Cluster Analyses
This paper analyzes over 2,300 mobile commerce patent applications using social network and cluster analysis to identify focal innovation areas and create a taxonomy of m-commerce innovations. The analysis reveals that consumer empowerment and co-creation drive mobile commerce service development, showing how customers shape new offerings in this rapidly growing sector.
-
Emerging issues on business innovation ecosystems: the role of information and communication technologies (ICTs) for knowledge management (KM) and innovation within and among enterprises
Information and communication technologies function as digital platforms enabling businesses to exchange information and knowledge within innovation ecosystems. ICTs support knowledge management and foster innovation across and within enterprises by creating networked infrastructure systems where distinct business agents collaborate and share resources.
-
Practising innovation in the healthcare ecosystem: the agency of third-party actors
Third-party actors in digital healthcare ecosystems drive innovation by brokering connections between multiple stakeholders, mediating between different practices, and coalescing resources across networks. These intermediaries challenge established healthcare practices and enable new service co-creation opportunities by connecting diverse actors, institutions, and resources in ways that reshape how healthcare services are delivered.
-
Digital organizational culture and absorptive capacity as precursors to supply chain resilience and sustainable performance
This study examines how digital organizational culture and absorptive capacity strengthen supply chain resilience and sustainable performance in Mexican manufacturing firms. Using data from 304 companies, the research finds that digital culture directly improves both dynamic capabilities and business performance, while also indirectly boosting sustainability through enhanced absorptive capacity and supply chain resilience. The findings help manufacturers build resilience against disruptions like pandemics.
-
Exploring consumer mobile payment innovations: An investigation into the relationship between coping theory factors, individual motivations, social influence and word of mouth
This study examines how tourists adopt mobile payment systems by combining coping theory and social influence concepts. Perceived value, threat, controllability, and social influence all drive tourists' intention to use mobile payments. The research finds that tourists who intend to use these systems recommend them to others, with innovativeness moderating this word-of-mouth effect. Results suggest travel operators and banks can boost adoption by understanding these psychological and social factors.
-
Financial Technology and Disruptive Innovation in Business
Financial technology (FinTech) expands banking services to underserved populations through non-traditional providers, disrupting traditional financial sectors. This study examines Indonesian FinTech companies, analyzing their characteristics through text mining and comparing them against global competitors. The research finds that local FinTech organizations can compete effectively with international players by offering automated, user-friendly, efficient, and transparent financial products.
-
Using TV white space spectrum to practise telemedicine: A promising technology to enhance broadband internet connectivity within healthcare facilities in rural regions of developing countries
TV white space spectrum technology offers a cost-effective way to deliver broadband internet to remote healthcare facilities in developing countries. Project Kgolagano in Botswana demonstrates this approach, using unused TV frequencies to connect clinics in underserved regions. The technology enables telemedicine services in dermatology, cancer screening, and infectious disease management, reaching populations previously without reliable internet access.
-
Does Broadband Access Impact Migration in America? Examining Differences between Rural and Urban Areas
Using U.S. county-level data from 2000 to 2006, this study examines whether broadband access affects migration patterns. Broadband had mild effects on migration in urban areas. In rural areas, counties with only one broadband type saw no significant in-migration, but rural counties with both Cable and DSL access experienced significant in-migration compared to counties without broadband.
-
Bridging the digital divide: exploring the challenges and solutions for digital exclusion in rural South Africa
Digital exclusion in rural South Africa severely limits access to education, healthcare, and economic opportunities. This study surveyed 200 residents in Mkatazo village, finding that over half lack internet access, 38.5% cannot afford connectivity, and two-thirds lack digital skills. Cost, infrastructure gaps, and geographic isolation drive exclusion most strongly. The authors recommend expanding broadband infrastructure, subsidizing devices, zero-rating mobile data, building digital literacy, and deploying offline AI tools to bridge the divide.
-
THEORETICAL PERSPECTIVES ON DIGITAL DIVIDE AND ICT ACCESS: COMPARATIVE STUDY OF RURAL COMMUNITIES IN AFRICA AND THE UNITED STATES
This comparative review examines why rural communities in Africa and the United States face different barriers to digital technology access. The authors analyze infrastructure gaps, digital literacy levels, and socio-economic factors affecting ICT adoption. They assess how policy environments either hinder or support digital inclusion and identify what reforms and innovations could reduce digital disparities in rural areas.
-
Digital transformation, well-being and shrinking communities: Narrowing the divides between urban and rural
Digital transformation in shrinking Finnish communities produces more positive than negative effects on resident well-being. While service concentration can reduce local offerings, digitalization enables previously unavailable services and creates new opportunities. Remote work and digital services attract new residents to rural areas, helping narrow the urban-rural divide and revitalizing shrinking communities.
-
ICTs for Agricultural Extension. Global Experiments, Innovations and Experiences
This book examines global experiments and innovations in using information and communication technologies (ICTs) for agricultural extension services. It compiles case studies and experiences from various countries showing how ICTs are being deployed to improve agricultural knowledge transfer, farmer education, and extension service delivery in rural areas worldwide.
-
Understanding the drivers of broadband adoption: the case of rural and remote Scotland
Rural and remote Scotland lags in broadband adoption despite availability. This paper develops causal and simulation models showing how adoption drivers interact. Past policies have influenced adoption rates, but greatest impact comes from targeting people uninterested in broadband. The findings suggest policy should focus on non-adopters rather than infrastructure alone to realize broadband's socio-economic benefits in rural areas.
-
Geo-Policy Barriers and Rural Internet Access: The Regulatory Role in Constructing the Digital Divide
Geographic isolation and regulatory policies jointly determine rural internet access. A study of 208 Texas telephone exchanges and rural counties shows that market territories and distance requirements under expanded local calling policy both facilitate and obstruct internet service provider presence in remote areas. Policy design significantly shapes the digital divide.
-
Can digital financial inclusion effectively stimulate technological Innovation of agricultural enterprises?—A case study on China
Digital financial inclusion significantly boosts technological innovation efficiency in Chinese agricultural enterprises. The study analyzed listed agricultural companies from 2015 to 2020 and found that digital financial inclusion promotes innovation through three mechanisms: enterprise digitization, reduced financing constraints, and improved market efficiency. Non-state-owned enterprises with higher financing levels benefit most. The positive effect strengthens as enterprises advance their innovation capabilities.
-
IT‐enabled innovation to prevent infant blindness in rural India: the KIDROP experience
KIDROP pioneered a tele-ophthalmology system in rural India that trains non-physicians to capture and analyze retinal images of infants for retinopathy of prematurity screening. Remote experts review images via a customized digital platform and provide real-time diagnoses. This IT-enabled innovation successfully delivers expert eye care to underserved rural areas where specialists are scarce, and has expanded through public-private partnerships across India and influenced similar programs in developing countries.
-
The Rural Digital Divide
Rural residents in Australia face unequal access to information and communication technologies compared to urban populations. The authors studied disadvantaged groups in the Canberra area through focus groups and expert interviews, finding that rural communities share similar technology access barriers regardless of location. Australian governments recognize these rural digital divide problems and are implementing infrastructure initiatives to ensure equitable access for all residents.
-
The digital divide in India: use and non-use of ICT by rural and urban students
Rural students in Karnataka use computers far less than urban peers—only 21% versus 70%—for academic purposes. Both groups cite power failures and lack of computer skills as major barriers. The study recommends that local governments and schools invest in ICT infrastructure, particularly in rural areas, to support student career development and learning quality.
-
Community-based broadband organizations and video communications for remote and rural First Nations in Canada
Two First Nations organizations in Canada use broadband video communications—including videoconferences and online videos—to support economic and social development in remote and rural communities. The research analyzes hundreds of archived videos and interviews with key users, situating these organizations within a broader movement toward First Nations self-determination.
-
Broadband: A Solution for Rural e-Learning?
Broadband infrastructure can overcome connectivity barriers that disadvantage rural and remote learners in online education. A project installing broadband in Scotland's Western Isles demonstrates how improved connections enable better e-learning course design and support informal learning opportunities in rural communities.
-
Agricultural products intelligent marketing technology innovation in big data era
Big data technology improves agricultural product marketing by enabling better information services for farmers. The paper identifies problems in current intelligent marketing systems and proposes an innovation model based on data collection, storage, and analysis techniques. It outlines how to build data centers and public information platforms that farmers can use to increase income and support poverty alleviation efforts.
-
Supporting rural Small and Medium-sized Enterprises to take up broadband-enabled technology: What works?
Rural SMEs in Lincolnshire, UK lag behind urban counterparts in broadband adoption despite improved availability. A publicly funded support programme combining training, one-to-one advice, ICT grants, and Technology Hub access significantly increased technology use and sales. Intensive personalized support and direct technology access proved more effective than basic training alone for driving rural business innovation.
-
The Association of Broadband Internet Access and Telemedicine Utilization in rural Western Tennessee: an observational study
Rural patients in western Tennessee with high broadband access (80-100%) were significantly more likely to use telemedicine than those with low access (0-20%), even after adjusting for income, education, and physician supply. Broadband availability emerged as a key factor enabling telemedicine adoption in rural communities, suggesting that expanding broadband infrastructure directly improves rural healthcare access.
-
e-Agriculture Prototype for Knowledge Facilitation among Tribal Farmers of North-East India: Innovations, Impact and Lessons
An ICT-based agricultural extension project in North-East India reduced costs per farmer by 73% and cut service delivery time by two-thirds compared to conventional extension systems. However, the study finds that information technology alone cannot drive rural development. Successful e-agriculture requires combining digital advisory services with field demonstrations, supply chain linkages, and public-private partnerships to support tribal farming communities.
-
Delivery of on-demand video services in rural areas via IEEE 802.16 broadband wireless access networks
This simulation study evaluates IEEE 802.16 broadband wireless technology for delivering on-demand video to rural areas. The researchers found that IEEE 802.16 networks can support up to 9-10 simultaneous users streaming video at typical cinematic quality. They demonstrated that scalable video coding and adaptive congestion control improve performance in rural broadband deployments.
-
Performance Analysis of Mobile Broadband Networks With 5G Trends and Beyond: Rural Areas Scope in Malaysia
This paper measures mobile broadband performance across 3G and 4G networks in rural Malaysia, testing three major operators in Johor, Sarawak, and Sabah. The researchers conducted drive tests measuring coverage, latency, speed, and user satisfaction for web browsing and video streaming. Results show 4G networks significantly outperform 3G across all metrics and operators, with 4G achieving lower latency and higher download speeds. The findings provide guidance for planning 5G deployment in rural areas.
-
Does Broadband Matter for Rural Entrepreneurs and Creative Class Employees?
Using county-level data across the continental U.S., this study examines whether broadband access attracts entrepreneurs and creative-class workers to rural areas. Contrary to common assumptions, the results show that higher broadband adoption actually correlates with fewer entrepreneurs and creative-class employees in rural communities. The findings challenge the notion that broadband alone solves rural economic development challenges.
-
Determining Digitalization Issues (ICT Adoption, Digital Literacy, and the Digital Divide) in Rural Areas by Using Sample Surveys: The Case of Armenia
This study surveyed rural Armenian households to assess digital technology adoption, digital literacy, and the digital divide. Researchers found that distance from the capital Yerevan and lower household income both reduce ICT usage and digital penetration. The authors created a Digital Devices and Technologies Usage Index to measure adoption patterns and propose policy recommendations to accelerate digitalization in rural Armenia.
-
Hype, evidence gaps and digital divides: Telehealth blind spots in rural Australia
Telehealth adoption in rural Australia remains slow despite significant health service demand. The authors identify four critical blind spots hindering progress: technocentric hype that ignores unintended consequences, gaps in evidence about patient experiences, insufficient attention to digital divides and social determinants of health, and failure to involve communities in service design. They argue that understanding telehealth as a socio-technical practice rather than purely technological solution is essential for improving accessibility and effectiveness.
-
Highly spectrally efficient Ngara Rural Wireless Broadband Access Demonstrator
Researchers developed a wireless broadband technology for rural areas that dramatically improves spectral efficiency to 67 bits/s/Hz, the highest reported at the time. By maximizing coverage area and user capacity per access point while minimizing deployment costs, the system delivers high data rates (≈100 Mb/s per user) across rural regions using limited VHF and UHF spectrum on practical, low-cost hardware.
-
Foliage Attenuation Over Mixed Terrains in Rural Areas for Broadband Wireless Access at 3.5 GHz
This paper develops a model to predict how tree foliage reduces wireless signal strength in rural broadband systems operating at 3.5 GHz. Researchers measured signal loss across seasons using WiMAX technology deployed in a mixed-terrain rural area, comparing winter baseline data against spring and summer conditions. The model treats leaves as lossy discs and leafstalks as cylinders, and the results validate predictions against empirical data.
-
Broadband Access Technologies for Rural Connectivity in Developing Countries
Rural areas in developing countries face major barriers to broadband access due to high infrastructure costs and sparse, low-income populations. This paper surveys wireless technologies suitable for rural connectivity, comparing their data rates and coverage. The authors examine WiMAX and 3G deployments across Africa and identify the most promising wireless technologies for delivering affordable broadband to underserved rural communities.
-
Bridging the Digital Divide: Unraveling the Determinants of FinTech Adoption in Rural Communities
Rural residents' adoption of financial technology depends on four key factors: perceiving the technology as useful and easy to use, plus awareness of both innovations and financial concepts. The study surveyed 386 rural residents and found that perceived usefulness acts as a bridge between ease of use and actual adoption intent. These findings suggest practical strategies for expanding financial inclusion in rural communities through FinTech.
-
Sustainable Entrepreneurship in Rural E-Commerce: Identifying Entrepreneurs in Practitioners by Using Deep Neural Networks Approach
Rural residents increasingly pursue e-commerce businesses as digital technology narrows the urban-rural divide. This study surveyed 162 rural e-commerce practitioners and used deep neural networks to identify which ones qualify as entrepreneurs. The researchers developed an indicator system based on entrepreneurial event models, achieving over 90% prediction accuracy. Results show that perceived feasibility and desirability are key factors influencing rural residents' ability to start e-commerce businesses. Local governments and platforms should provide tailored support addressing these practical concerns.
-
Information and Communication for Rural Innovation and Development: Context, Quality and Priorities in Southeast Uganda
Rural communities in southeast Uganda access agricultural information from multiple sources, but reliability and applicability vary significantly based on trust relationships. Farmers lack capacity to hold information providers accountable for quality. Weak linkages exist among farmers, extension services, private sector, and local leaders. The study recommends establishing feedback loops and partnerships among actors to improve information generation and dissemination for agricultural innovation and rural development.
-
Bridging the digital divide in Sub-Saharan Africa: The rural challenge in Uganda
A 2002-2003 study in Uganda identified three key groups addressing the digital divide: information workers, business entrepreneurs, and policy makers. The research found that information workers and institutions like the National Library play a crucial role in bridging digital access gaps in rural Sub-Saharan Africa. The study used qualitative interviews and grounded theory analysis to understand strategies for connecting underserved populations to digital resources.
-
Crossing the "digital divide:" implementing an electronic medical record system in a rural Kenyan health center to support clinical care and research.
Researchers implemented the first documented electronic medical record system in ambulatory care in sub-Saharan Africa at a rural Kenyan health center. After one year, the system captured data for over 13,000 patients and 26,000 visits. The paper describes implementation lessons and modifications that improved data capture and enabled the center to support clinical care and research while managing limited resources.
-
Can 5G Fixed Broadband Bridge the Rural Digital Divide?
5G fixed wireless access (FWA) can effectively bridge the rural digital divide by delivering broadband speeds comparable to urban services. The authors examine how 5G architecture improvements in recent 3GPP standards enhance rural FWA performance. They identify significant challenges operators face in planning and deploying rural 5G networks and outline research priorities needed to realize this technology's potential for rural communities.
-
Bridging the Digital Divide: Community Radio's Potential for Extending Information and Communication Technology Benefits to Poor Rural Communities in South Africa
Community radio stations in rural South Africa are popular, accessible, and affordable channels trusted by their communities. However, they lack sufficient human and material resources to effectively deliver information and communication technology benefits to residents. The study examined ten stations and recommends strategies to better develop their ICT potential for bridging the digital divide.
-
A study of the impact of the new digital divide on the ICT competences of rural and urban secondary school teachers in China
A digital divide exists between urban and rural secondary school teachers in China, affecting their ICT competency. The study analyzed teachers in Hebei Province and found that differences in digital environment and digital literacy significantly impact ICT competence, alongside age and subject factors. Improving knowledge acquisition, deepening, and creation can help bridge this competency gap.
-
Mechanisms and heterogeneity in the construction of network infrastructure to help rural households bridge the “digital divide”
Network infrastructure in rural China helps households access and use digital technology, but doesn't immediately improve their ability to apply it effectively. The digital divide closes fastest for non-farm workers and younger people. Training programs and targeted services for elderly and agricultural workers are needed to translate infrastructure investment into actual capability gains.
-
Rural Broadband and Precision Agriculture: A Frame Analysis of United States Federal Policy Outreach under the Biden Administration
The Biden administration's communications about rural broadband emphasize economic benefits, equity, and urgency, but largely ignore precision agriculture's role in sustainable farming. Analysis of federal policy messaging reveals five main frames, with broadband expansion framed as a nationwide issue affecting both rural and urban areas. The study finds a critical gap: policymakers rarely connect broadband access to agricultural sustainability, potentially undermining precision agriculture adoption in rural regions.
-
Charting the media innovations landscape for regional and rural newspapers
This paper develops a framework for understanding media innovation in rural Australian newspapers. Rather than pursuing a narrow 'digital first' strategy, the authors propose a six-dimensional approach that integrates digital, social, cultural, political, economic, and environmental concerns. They argue that rural news organizations should prioritize building resilience and relevance for their communities and environments, not just organizational survival.
-
Rural and Non-Rural Digital Divide Persists in Older Adults: Internet Access, Usage, and Perception
Older adults in rural America face a persistent digital divide compared to urban peers. Rural residents aged 50+ have 29% lower odds of internet access and use technology less across communication, financial, health, and media applications. Rural non-users also perceive technology as overly complicated and difficult to learn. The study calls for targeted interventions to expand broadband infrastructure and digital skills training in rural communities.
-
An Open IoT Platform to Promote Eco‐Sustainable Innovation in Western Africa: Real Urban and Rural Testbeds
The paper presents an open IoT platform deployed across rural Senegal and Ghana and urban Togo to address environmental challenges in Western Africa. The full-stack framework reduces energy consumption and emissions while meeting the region's specific environmental, economic, and social needs. Three real testbeds demonstrate how IoT technology can support sustainable development in African contexts.
-
Digital inclusive finance and entrepreneurship in rural areas: evidence from China
Digital inclusive finance significantly promotes entrepreneurial activity in rural China by reducing credit constraints, lowering information barriers, and shifting risk attitudes among households. The effect is strongest in eastern regions and for opportunity-driven entrepreneurs. Impact varies by household income, consumption patterns, and household head characteristics, demonstrating that digital finance tools can expand rural entrepreneurship opportunities across diverse populations.
-
WiFiRe: rural area broadband access using the WiFi PHY and a multisector TDD MAC
WiFiRe is a broadband access system designed for rural India that adapts WiFi chipsets with a new multisector TDD MAC protocol using directional antennas. The system leverages cost-effective WiFi hardware while replacing the standard MAC layer to improve spatial reuse and capacity. The authors demonstrate that WiFiRe can deliver both voice and data services to rural areas more economically than existing broadband technologies.
-
The issue of digital divide in rural areas of the European Union
Rural areas across the European Union face a digital divide that limits access to internet and ICT opportunities compared to urban regions. Population aging and rural depopulation compound this inequality, creating barriers to digital convergence. The paper examines factors preventing rural communities from achieving equal digital access and socioeconomic development opportunities available in cities.
-
The Bandwidth Divide: Obstacles to Efficient Broadband Adoption in Rural Sub-Saharan Africa
Rural Sub-Saharan Africa faces significant barriers to broadband adoption beyond simple infrastructure gaps. The paper identifies obstacles including affordability, limited local content, inadequate technical support, and misalignment between available services and actual community needs. These factors prevent efficient broadband use even where networks exist, requiring solutions that address social and economic dimensions alongside technological deployment.
-
Understanding broadband adoption in rural Australia
Rural Australian households adopt broadband based on three key factors: perceived relative advantage over existing technologies, expected utility outcomes, and availability of facilitating conditions like technical support. The study identifies specific challenges stakeholders face when promoting broadband adoption in rural areas and provides a household-level framework for understanding adoption behavior in rural settings.
-
Digital revolution or digital divide: Will rural teachers get a piece of the professional development pie?
Rural teachers in Western Australia face significant barriers accessing professional development compared to urban counterparts. Despite Australian government funding for digital education initiatives, including broadband expansion and $40 million for teacher ICT training, rural isolation limits access to professional learning communities and support structures. A survey of 104 rural principals and teachers reveals their perceptions of professional development access and how they use technology to overcome geographic barriers.
-
How Does Internet Use Promote Farmer Entrepreneurship: Evidence from Rural China
Internet use significantly increases farmer entrepreneurship in rural China, particularly necessity-driven entrepreneurship. The effect operates through three mechanisms: improved risk attitudes, expanded social capital, and better information access. Social capital expansion accounts for the largest share of this impact. These findings suggest internet infrastructure investments can effectively promote rural entrepreneurship and economic development.
-
Climate-Smart Agricultural Extension Service Innovation Approaches in Uganda: Review Paper
Uganda's agricultural extension services employ diverse providers—government, NGOs, universities, and commercial organizations—to deliver climate-smart farming practices. Extension approaches include soil fertility management, crop rotation, agroforestry, and farmer field schools. Innovative methods leverage ICT platforms, mass media campaigns, and climate-smart villages to help farmers adapt to climate change. The paper recommends integrating ICT across extension systems and developing strategic plans to increase women's participation in agricultural advisory services.
-
A Techno-Economic Framework for Installing Broadband Networks in Rural and Remote Areas
This paper develops a techno-economic framework for deploying broadband networks in rural and remote areas, addressing the challenge of high infrastructure costs versus low operator revenue. Using cost-of-ownership analysis and financial feasibility techniques, the authors demonstrate how to reduce subscription costs for end-users while maintaining operator profitability. A case study in the Brazilian Amazon shows the framework can deliver equitable digital access by lowering deployment expenses.
-
5G New Radio for Rural Broadband: How to Achieve Long-Range Coverage on the 3.5 GHz Band
This paper demonstrates that 5G New Radio technology can deliver high-speed broadband to rural areas using the 3.5 GHz band. The authors propose network enhancements including massive MIMO antennas deployed on existing GSM sites and TV towers, combined with low-cost booster equipment for user terminals. Their approach achieves over 100 Mbps downlink speeds at cell edges, and with hardware improvements, exceeds 350 Mbps downlink and 30 Mbps uplink performance while extending coverage significantly beyond conventional GSM infrastructure.
-
Impact of high-speed broadband on innovation in rural firms
High-speed broadband access significantly boosts innovation capabilities in rural firms. The study shows that broadband's impact on rural business innovation operates through IT competence and digital options, which enhance organizational agility and competitive actions. These improvements directly drive innovation and firm performance. The research extends capability theory to the organizational level and provides policy-makers with evidence for allocating IT investments effectively.
-
ICT in Education: Secondary Technical Vocational Education and Training Institute Centered Diffusion of Innovation in Rural Bangladesh
Bangladesh is implementing ICT projects in secondary technical vocational education institutes to build computer literacy and community access to learning resources. This qualitative action research examines how a rural TVET institute with 450 students integrates telecenters and ICT into education, studying the actual outcomes of government and private initiatives aimed at achieving 'Digital Bangladesh' by 2021.
-
Determinants of the Digital Divide in Rural Communities of a Developing Country: The Case of Malaysia
This study identifies key factors affecting computer usage in rural Malaysian agricultural and fishing communities. Access to computers, community type, ethnicity, education, language, gender, social networks, and age all significantly influence computer adoption. High costs, low literacy, and perceived irrelevance emerge as main barriers. The research demonstrates that the digital divide widens wealth gaps between rural and urban areas and proposes strategies to close this gap in Malaysia.
-
Social Entrepreneurship as Critical Agency: A study of Rural Internet kiosks
Rural Internet kiosk operators demonstrate entrepreneurial agency by adapting technology services to local needs and demand patterns in constrained commercial environments. These operators creatively reconfigure information technologies to serve visual and image consumption, transforming kiosks from simple information booths into viable commercial spaces that generate multiple revenue opportunities.
-
Infrastructure required, skill needed: Digital entrepreneurship in rural and urban areas
Digital entrepreneurship in Germany grows faster than conventional entrepreneurship and concentrates in cities, but the study reveals it can thrive in rural areas when two conditions are met: adequate digital infrastructure and a highly-skilled workforce. Policy should focus on building both elements to enable rural digital venture formation.
-
Urban-rural digitalization evolves from divide to inclusion: empirical evidence from China
China's urban-rural digitalization has shifted from division toward inclusion between 2000 and 2020, with development advancing and gaps narrowing overall. However, three challenges persist: some high-development areas maintain high disparities, digital applications remain inadequately integrated, and provincial disparities are widening. The authors recommend policies targeting urban-rural integration, digital literacy improvement, and coordinated regional development.
-
What are the determinants of rural-urban divide in teachers’ digital teaching competence? Empirical evidence from a large sample
A survey of 11,784 Chinese K-12 teachers reveals a significant digital divide between rural and urban educators. Rural teachers show lower ICT attitudes, ICT skills, data literacy, and overall digital teaching competence than urban counterparts. Data literacy and ICT skills emerge as the primary drivers of this divide, offering policymakers and school leaders concrete targets for bridging educational inequalities.
-
Withdrawn as duplicate: Society of Behavioral Medicine (SBM) urges Congress to ensure efforts to increase and enhance broadband internet access in rural areas
The Society for Behavioral Medicine advocates for Congress to expand high-speed broadband access in rural U.S. areas to enable telehealth services. Better internet infrastructure would allow real-time healthcare delivery, increase access to specialists, and reduce rural health disparities. The organization calls for protecting and enhancing the National Broadband Plan through adequate funding, infrastructure investment, and regulatory reform to make rural internet services both high-quality and affordable.
-
THE STRUGGLE FOR BROADBAND IN RURAL AMERICA
Rural American communities face significant barriers to broadband access and adoption. The paper examines the challenges preventing rural areas from obtaining reliable high-speed internet infrastructure and identifies obstacles to technology uptake among rural populations. These barriers limit rural communities' ability to participate in the digital economy and access online services.
-
Adoption of ICT-in-Agriculture Innovations by Smallholder Farmers in Kenya
Smallholder farmers in Kenya face barriers to adopting digital agricultural tools despite their potential to boost productivity and market access. A study of 100 farmers in Siaya County found that cost, illiteracy, ICT skills, information quality, and gender significantly influence whether farmers adopt agricultural technology innovations. Female smallholders practicing traditional farming methods remain the primary demographic needing support.
-
To zoom or not to zoom: The impact of rural broadband on online learning
Rural students face significant barriers to online learning due to inadequate broadband access, creating a digital divide that affects their ability to participate in synchronous and asynchronous course delivery. The paper examines how rural broadband availability constrains higher education access and argues that faculty must consider internet infrastructure limitations when choosing content delivery formats to serve rural student populations effectively.
-
The effect of broadband access on electronic patient engagement activities: Assessment of urban‐rural differences
Rural residents without broadband access use electronic patient engagement tools like email, text, and video consultations far less than urban counterparts. Between 2014 and 2018, rural areas consistently lagged in adopting these digital health technologies. Lack of broadband connectivity in rural areas significantly increased the likelihood of non-use of electronic patient engagement tools, suggesting that expanding rural broadband infrastructure could improve patient-provider communication.
-
5G and 6G Broadband Cellular Network Technologies as Enablers of New Avenues for Behavioral Influence with Examples from Reduced Rural-Urban Digital Divide
Fifth and sixth generation broadband networks enable faster feedback loops for persuasive design and behavioral influence. The authors argue these technologies can reduce the rural-urban digital divide, but only if rural populations gain actual access. Without equitable deployment, next-generation networks risk widening existing inequalities rather than closing them.
-
Digital Divide of Rural Territories in Russia
Rural territories in Russia face severe digital inequality that undermines agricultural competitiveness and widens the urban-rural quality-of-life gap. The paper develops a qualitative analytical method to measure the digital divide in rural areas, addressing how unequal ICT access excludes rural populations from economic and social progress.
-
Rural Broadband Access via Clustered Collaborative Communication
This paper proposes a cluster-based network architecture to deliver broadband to rural areas in developing countries. Multiple customer devices in villages form clusters and transmit collaboratively over unused television bands to reach base stations. The authors develop protocols to optimize network throughput and energy efficiency while minimizing infrastructure costs. Simulations show the approach is cost-effective, energy-efficient, and scalable for rural connectivity.
-
Charting Digital Divides: Comparing Socioeconomic, Gender, Life Stage, and Rural-Urban Internet Access and Use in Five Countries
This paper examines internet access and use patterns across five countries, analyzing how socioeconomic status, gender, life stage, and rural-urban location create persistent digital divides. The authors document that the digital divide operates across multiple dimensions simultaneously, shaped by both technological infrastructure and social factors, with rural populations facing distinct barriers compared to urban counterparts.
-
A new rural digital divide? Taking stock of geographical digital inclusion in Australia
Rural Australia faces a persistent digital divide shaped by slow infrastructure development, high connection costs, and compounding disadvantages. The author draws on six years of research and lived experience to show that digital inclusion gaps exist not just between urban and rural areas, but increasingly within rural communities themselves. Three key factors drive this emerging divide: incremental progress in digital development, the complexity and expense of achieving connectivity, and overlapping disadvantages that deepen inequality.
-
Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach
Using web-scraping data from 345,000 German small firms, this study reveals a significant digital divide between urban and rural areas. Rural firms are half as likely to operate websites as urban firms, despite similar adoption of social media and website maintenance practices. Population density, youth, and education positively correlate with website adoption, while GDP per capita shows a surprising negative association in urban regions. The findings challenge the "death of distance" hypothesis and highlight persistent spatial inequalities in digitalization.
-
Rural broadband initiatives in the Netherlands as a training ground for neo-endogenous development
Rural broadband initiatives in the Netherlands involve citizens, governments, and market players working together to improve internet connectivity. An analysis of 75 initiatives reveals an eight-stage development model showing how all three actors influence progress. However, market players use rigid policies to protect market share, while governments offer vague or generic policies that ignore local differences. These initiatives require substantial social, intellectual, and financial capital to succeed, but current operating conditions threaten their ability to deliver broadband to rural areas.
-
Wireless broadband network on TVWS for rural areas: An Indian perspective
The paper examines how television spectrum white spaces (TVWS)—unused frequency bands created by the switch from analogue to digital TV broadcasting—can provide wireless broadband connectivity to rural areas in India. The authors assess TVWS availability and propose network scenarios to deliver broadband services to underserved rural communities using this previously unutilized spectrum resource.
-
The Sustainable Rural Industrial Development under Entrepreneurship and Deep Learning from Digital Empowerment
This paper uses neural networks and genetic algorithms to identify which sectors drive rural industrial development under digital transformation. The authors analyzed global digitalization practices and modeled influencing factors on rural income. Results show tourism, infrastructure, and transportation are the highest-priority sectors for development. The mathematical model provides data-driven guidance for allocating resources and planning rural industries during digital empowerment.
-
A framework for optimal techno-economic assessment of broadband access solutions and digital inclusion of rural population in global information society
Rural areas face persistent digital divides in broadband access compared to urban regions. This paper proposes an extended techno-economic assessment framework to identify optimal broadband deployment and adoption strategies for rural populations. The framework incorporates regression analyses of key factors influencing rural broadband solutions, integrating these findings into standard techno-economic models. A case study demonstrates the framework's effectiveness in determining efficient broadband solutions for rural scenarios.
-
Digital Divide and Caste in Rural Pakistan
A survey of 2,750 farmers in rural Punjab reveals that caste significantly influences how people adopt information and communication technologies. The study found distinct digital divides between castes, with older and newer technologies spreading at different rates across caste groups.
-
Information and Communication Technologies for Regional Development in the Czech Republic – Broadband Connectivity in Rural Areas
A survey of Czech rural regions reveals significant digital inequality despite recent improvements. Urban areas achieve near-complete broadband coverage, suburban areas exceed 85%, but rural areas lag at only 75% availability. Many rural areas lack high-quality internet connections entirely. The research documents how agricultural enterprises in rural Czech regions face persistent connectivity challenges despite EU and national digital development initiatives.
-
Broadband access, citizen enfranchisement, and telecommunications services in rural and remote areas: a report from the american frontier [Topics in Wireless Communications]
Rural and remote areas of Montana lag significantly behind metropolitan regions in broadband access and online services, despite statewide averages suggesting parity with national levels. County-level data reveals uneven distribution of high-speed internet, limited e-government services, and gaps in digital infrastructure. The authors argue that targeted policy changes and infrastructure investments could reduce these inequities and provide rural residents with cost-saving alternatives to travel.
-
Bridging or widening? The impact of the Broadband China policy on urban-rural income inequality
China's Broadband policy expanded rural internet infrastructure but paradoxically widened the urban-rural income gap between 2011 and 2021. The policy's effects varied by region based on local conditions. Innovation, entrepreneurship, digital finance, and information industry growth mediated the policy's impact on inequality. Complementary policies helped reduce the widening effect, suggesting that broadband expansion alone requires coordinated policy support tailored to local development levels.
-
The heterogeneous role of broadband access on establishment entry and exit by sector and urban and rural markets
Broadband access increases business formation and reduces closures overall, but effects vary significantly by sector and location. Construction and professional services gain establishments in both urban and rural areas. Finance, insurance, real estate, and information sectors grow only in cities. Retail shrinks in urban areas while manufacturing and hospitality decline in rural areas. Educational services shift from rural to urban locations.
-
Factors Affecting Intention Toward ICT Adoption in Rural Entrepreneurship: Understanding the Differences Between Business Types of Organizations and Previous Experience of Entrepreneurs
Rural entrepreneurs' intention to adopt information and communication technology depends on social influence, perceived relative advantage, and ease of use. Online businesses and experienced entrepreneurs show different adoption patterns than offline businesses and novices. Highlighting ICT's competitive advantages particularly motivates offline businesses, while emphasizing simplicity appeals to inexperienced entrepreneurs.
-
Internet Village Motoman Project in rural Cambodia: bridging the digital divide
A wireless internet project in rural Cambodia motivated users through identity, social connection, and community ownership. The system generated unintended benefits including increased social interaction, internet commerce, telemedicine, and e-government services. User adoption depended on social interactions and community dynamics, not individual decisions alone, demonstrating how practical internet infrastructure can bridge the digital divide in developing regions.
-
Social Media-Innovation: The Case of Indigenous Tweets
This paper develops a theoretical framework for social media innovation by analyzing Indigenous Tweets, a platform supporting minority language use on Twitter. The author identifies three key attributes of social media innovation: addressing identified social needs, supporting relevant communication capabilities, and enhancing society's capacity to act. The study finds that Indigenous Tweets' relevance varies across cultural contexts, relies on incremental experimentation, and operates within a hybrid media ecosystem shaped by multiple stakeholders.
-
Chapter 3: The Rural Public Library as Leader in Community Broadband Services
Rural public libraries can lead broadband adoption in their communities by serving as central anchor institutions. The paper proposes that libraries use education and training programs to maximize broadband's community impact and take active roles in planning local broadband infrastructure and services.
-
The Digital Divide and the Elderly: How Urban and Rural Realities Shape Well-Being and Social Inclusion in the Sardinian Context
Rural elderly people in Sardinia have significantly lower access to and use of digital tools compared to urban elderly, creating a digital divide that threatens social inclusion and well-being. Psychological and cognitive well-being predict digital use differently in rural versus urban areas. The study demonstrates that digital inequality persists even in developed countries, particularly affecting older populations, and calls for targeted interventions to improve rural digitalization and reduce exclusion.
-
The impact of digital development on non-agricultural employment of rural women: evidence from the broadband China strategy
Digital infrastructure development significantly increases non-agricultural employment opportunities for rural women in China. The effect is strongest among younger, educated, and married women in grain-producing regions. Digital development improves employment by enhancing women's skills and labor quality while simultaneously creating new industries and better job environments. These findings support expanding rural digital infrastructure and digital economy development to address women's employment gaps.
-
Public health nursing: Challenges and innovations for health literacy in rural area
Rural communities face severe barriers to health literacy, including limited healthcare access, low literacy rates, cultural and language barriers, financial constraints, and digital divides. Nurses can address these challenges through community-based health education, professional training, digital health technology, partnerships with local organizations, radio programs, and community health ambassadors. Combining community empowerment with technology development will gradually improve health literacy outcomes in rural areas.
-
Digital Rural Construction and Rural Household Entrepreneurship: Evidence from China
Digital rural construction in China significantly boosts rural household entrepreneurship by enabling resource acquisition and opportunity identification. The effect is strongest among local entrepreneurs, risk-averse individuals, and lower-income families in regions with advanced digital development. All four dimensions of digital rural construction—infrastructure, services, governance, and culture—positively influence both entrepreneurial behavior and performance among rural households.
-
Bridging the rural digital divide: avoiding the user churn of rural public digital cultural services
Rural users abandon public digital cultural services due to physical barriers, lack of digital skills, and service ineffectiveness. The study identifies these factors—physical access limitations, ability gaps, and poor service quality—as key drivers of user churn. Addressing these issues is essential to bridging the rural digital divide and retaining rural users in digital cultural platforms.
-
Assessment of rural households’ mobile phone usage status for rural innovation services in Gomma Woreda, Southwest Ethiopia
Rural households in Southwest Ethiopia use mobile phones primarily to access marketing services, with educated farmers adopting more innovation services than less educated ones. The study surveyed 188 households and found mobile phones enable access to agricultural extension, health services, and marketing. Stakeholders must address barriers to mobile phone utilization in rural areas to expand these innovation services.
-
Mobile devices and services: bridging the digital divide in rural areas
Mobile phones offer a practical solution to bridge the digital divide in rural areas where internet connectivity remains limited. The paper reviews successful implementations of secure e-services delivered through mobile networks, demonstrating how these services can reach low-income rural populations who currently lack access to e-government services designed for them.
-
The Roles Of Community Based Telecenters In Bridging The Digital Divide In Rural Malaysia
Malaysia's rural population faces barriers to digital access due to uneven infrastructure, high costs, and lack of locally relevant content. This study evaluates Kedaikom, a government-supported community telecenter program designed to bridge the digital divide. Survey results show that community telecenters successfully encourage rural ICT adoption, particularly among younger people and those with higher education, helping Malaysia progress toward its information society goals.
-
Rural Telephone Company Adoption of Service Innovations: A Community Field Theory Approach*
Rural telephone companies in Iowa that actively participate in local economic development activities adopt telecommunications service innovations at higher rates than those that don't. The study distinguishes between service innovations (improving client offerings) and operations innovations (improving business efficiency), finding that community engagement directly drives adoption of new technologies to serve rural customers better.
-
Does the Application of ICTs Improve the Efficiency of Agricultural Carbon Reduction? Evidence from Broadband Adoption in Rural China
Rural broadband adoption in China improves agricultural carbon reduction efficiency, according to analysis of 30 provinces from 2011 to 2019. The effect strengthens when land transfer rates are high and farmers invest more in production equipment. Income and efficiency follow an inverted U-shaped relationship, confirming the Environmental Kuznets Curve hypothesis. These findings suggest broadband and smart equipment adoption can help farmers in developing countries reduce agricultural emissions.
-
Is the Rural Population Caught in the Whirlwind of the Digital Divide?
Rural populations in Spain face significant digital divides compared to urban areas, particularly among vulnerable groups like the elderly, unemployed, and women. Using structural equation modeling on survey data, the study reveals that digital access and technology use gaps correlate directly with users' socioeconomic status. The findings demonstrate that technology adoption in rural agriculture requires urgent policy intervention to address inequality and ensure equitable access across demographic groups.
-
Capacity and Coverage Analysis of High Altitude Platform (HAP) Antenna Arrays for Rural Vehicular Broadband Services
High altitude platforms using millimeter-wave technology can deliver broadband services to rural vehicles lacking connectivity. The study analyzes antenna array configurations to optimize coverage and data rates. Results show that 900-element arrays achieve 95% coverage with average user capacity between 34–135 Mbps, while 64-element arrays deliver 50 Mbps even at network edges despite higher path loss.
-
Enabling rural broadband via TV &#x201C;white space&#x201D;
HopScotch, a rural broadband testbed in the Scottish Highlands and Islands, uses TV white space frequencies alongside 5 GHz bands to deliver high-speed internet across remote areas with fewer base stations and lower power consumption. This approach reduces infrastructure costs and energy use while maintaining strong coverage and data rates.
-
Practical aspects of broadband access for rural communities using a cost and power efficient multi-hop/relay network
Wireless radio networks offer practical broadband solutions for sparse rural populations where fiber and DSL are economically unfeasible in mountainous terrain. The authors deployed a test bed in the Scottish Highlands and Islands using 5GHz networks with UHF white space overlay. They demonstrate that energy self-sufficient relay nodes create a robust, independent system for delivering broadband to remote rural communities.
-
Wireless-broadband over power lines networks: A promising broadband solution in rural areas
Wireless-broadband over power lines (W-BPL) technology combines power line communication and wireless transmission to deliver broadband access in rural areas where traditional infrastructure investment is economically unfeasible. A trial deployment in rural Greece demonstrated that this hybrid approach successfully provides broadband services and enables smart grid applications across a 70 km medium-voltage power network, offering a cost-effective alternative for remote communities.
-
Delivery of rural and remote health care via a broadband Internet Protocol network – views of potential users
Rural and remote health providers in Alberta viewed a proposed broadband Internet Protocol network as valuable for expanding telehealth services and implementing electronic health records. Public-sector respondents felt more ready to adopt the technology than private-sector respondents. All groups identified the need for changes to health-service delivery practices as the main barrier to implementation.
-
Deciphering the digital divide: the heterogeneous and nonlinear influence of digital economy on urban-rural income inequality in China
Digital economy expansion in China widens urban-rural income inequality, but this effect weakens as digitalization advances. The impact varies significantly by region: in developed areas with high education and openness, digital economy increases inequality, while in regions with stronger secondary industry and higher fiscal spending, it helps reduce inequality. Policymakers should tailor digital strategies to local conditions.
-
Has Electronic Commerce Growth Narrowed the Urban–Rural Income Gap? The Intermediary Effect of the Technological Innovation
E-commerce growth in China reduces the urban-rural income gap, according to analysis of provincial panel data. Measured by per capita express volume, e-commerce expansion significantly narrows income disparities between cities and countryside, even after controlling for urbanization, industrial structure, and human capital. The effect persists in robustness tests using instrumental variables. E-commerce growth operates as a direct mechanism for adjusting income distribution rather than through technological innovation channels.
-
Place‐based subsidies and employment growth in rural America: Evidence from the broadband initiatives programme
The Broadband Initiatives Program, a $3.4 billion USDA initiative launched in 2010, significantly boosted employment growth in rural areas through 2019. The subsidies had stronger effects on startup job creation than existing businesses, particularly in goods production and information technology sectors. Micropolitan areas saw greater employment gains than remote rural locations or metropolitan areas.
-
Promoting ICT adoption in rural entrepreneurship: more neighbourhood effect or more institutional incentives?—Empirical evidence from China
Chinese rural entrepreneurs adopt ICT more through observing neighbors' success than through government incentives. Perceived personal well-being benefits drive adoption decisions, while government programs show inconsistent effects across industries. Effective ICT promotion requires combining government support with community influence and addressing both rational and emotional motivations.
-
The Digital Divide: A Qualitative Study of Technology Access in Rural Communities
Economic barriers, inadequate educational resources, and insufficient infrastructure significantly hinder digital access in rural communities. The study identifies affordability of devices and services, limited digital literacy programs, and poor internet connectivity as key obstacles. Bridging the digital divide requires multifaceted interventions combining targeted financial support, educational services, and infrastructure improvements through coordinated policy action and stakeholder collaboration.
-
Challenges and innovations in access to community‐based rural primary care services during the Covid‐19 pandemic in Australia
Rural Australian general practices faced evolving challenges during the Covid-19 pandemic while developing innovations to maintain accessible primary care. Over a year of interviews, eleven practices reported implementing new planning processes, digital health options, and protective measures for patients and staff. The study identifies reflexive action as a common theme, showing how rural practices adapted their service delivery models to sustain access during the pandemic's changing conditions.
-
Managing innovation: a qualitative study on the implementation of telehealth services in rural emergency departments
This study examined how six U.S. healthcare systems implemented telehealth services in 65 rural emergency departments. Researchers interviewed 18 key staff members and identified three implementation stages: startup, utilization, and sustainment. They found that eight factors—strategies, capability, relationships, financials, protocols, environment, service characteristics, and accountability—either facilitated or hindered success at each stage. Healthcare systems can improve telehealth adoption by addressing these specific domains.
-
THE DIGITAL ACCOUNTING ENTREPRENEURSHIP COMPETENCY FOR SUSTAINABLE PERFORMANCE OF THE RURAL MICRO, SMALL AND MEDIUM ENTERPRISES (MSMES): AN EMPIRICAL REVIEW
Rural micro, small, and medium enterprises need digital accounting competency to survive and thrive, especially during crises like Covid-19. This review of empirical research identifies seven key factors that drive sustainable performance: entrepreneurial competency, marketing capability, knowledge sharing, financial resources, technology usage, change management, and individual competency. Digital accounting entrepreneurship significantly strengthens rural MSMEs' ability to operate online and reach customers.
-
Rural Women Entrepreneurship and Media Literacy: Experience from Japan and Turkey
Rural women in Japan and Turkey use media and digital technology to build entrepreneurial capacity in agriculture. The study compares policies and activities in both countries between 2010 and 2020, showing how media literacy helps women entrepreneurs adapt to technology despite different economic contexts. The research highlights agriculture-specific evidence for rural women's entrepreneurship development.
-
Evaluating the Real-World Performance of 5G Fixed Wireless Broadband in Rural Areas
This paper evaluates two 5G technologies for delivering broadband to rural UK communities. TV White Space (TVWS) technology proved reliable for stable broadband service in rural areas, while millimetre wave (mmWave) solutions, despite offering high speeds, suffered from rain interference and line-of-sight limitations that made them unsuitable for irregular terrain. TVWS emerged as the more practical option for rural deployment.
-
Bridging the Digital Divide in Rural India
This paper examines how organizational innovations can provide affordable internet access in rural India. Using survey data from 500 people across four Indian states, the authors analyze what factors drive computer and internet adoption. They apply microeconomic models to understand usage patterns beyond simple penetration rates, revealing the local economics of digital access in rural communities.
-
Economics of Broadband Access Technologies for Rural Areas
This paper analyzes the cost-effectiveness of different broadband technologies for rural areas using real geographic data. Wireless technology proves cheapest for low-speed, low-density areas, while fiber optic networks (PON) offer the lowest costs when speeds exceed 20 Mbit/s. The findings provide practical guidance for selecting appropriate rural broadband infrastructure.
-
Addressing the Digital Divide in Rural Australia
Rural Australia faces a digital divide limiting ICT access compared to metropolitan areas. The Access@schools program addresses this by providing rural communities with ICT resources through local schools. A notebook borrowing program at Chiltern Primary School in Victoria allowed community members to borrow computers. Analysis of the program through interviews with participants and key informants revealed benefits and impacts for individual users and the community, alongside areas needing improvement.
-
The Rural-Urban 'Digital Divide' in New Zealand: Fact or Fable?
This study analyzes New Zealand business data to measure the rural-urban digital divide in email and website adoption. Contrary to expectations, provincial and remote areas show higher email uptake than urban centers. The findings suggest that higher communication costs in rural areas actually incentivize earlier technology adoption, and that firm size, local economic conditions, and product type matter more than infrastructure quality or location for website investment decisions.
-
The Digital Divide of Older People in Communities: Urban‐Rural, Gender, and Health Disparities and Inequities
Rural older adults face significantly larger digital divides than urban counterparts, driven by poor infrastructure and reduced intergenerational support from youth migration. Women and those in poor health experience greater barriers to accessing and using digital technology. The study quantifies these disparities across access, use, and knowledge dimensions, showing that addressing urban-rural, gender, and health inequalities is essential for inclusive digital aging.
-
Understanding the impact of internet use on farmer entrepreneurship: evidence from rural China
Internet use significantly promotes farmer entrepreneurship in rural China, with stronger effects in less developed northern Jiangsu than in the more developed south. The study identifies two mechanisms: internet access improves farmers' ability to obtain loans and expands their social networks, both of which drive entrepreneurial activity. These findings highlight internet connectivity as essential infrastructure for rural economic development.
-
Can cultural capital, cognitive ability, and economic capacity help rural older adults bridge the digital divide? Evidence from an empirical study
Rural older adults in China face a significant digital divide that limits their access to health information online. This study finds that cultural capital directly helps bridge this gap, and also works indirectly by boosting cognitive ability and economic capacity. The effect is stronger for men aged 60-69. The researchers recommend expanding rural cultural infrastructure and targeted training programs to help older adults develop digital skills.
-
Rural–Urban, Gender, and Digital Divides during the COVID-19 Lockdown: A Multi-Layered Study
This study examines digital divides affecting online learning during COVID-19 lockdowns across five South Asian developing countries. Female students and rural students faced greater barriers to digital learning than their male and urban counterparts. Structural and cultural constraints particularly restricted women's access to online education, and these inequalities intensified during the crisis. The findings highlight how gender and geography intersect to create digital discrimination and inform policy for more inclusive digital education systems.
-
Push them forward: Challenges in intergovernmental organizations' influence on rural broadband infrastructure expansion
Regional Planning Commissions in rural Missouri struggle to advance broadband infrastructure despite it being a core goal. Interviews with 16 commissions reveal they face competing stakeholder pressures from residents, local governments, internet service providers, and state/federal agencies. While commissions advocate for broadband priorities to elected officials, they lack sufficient expertise and self-efficacy to effectively support planning efforts. The study proposes a framework combining behavioral and stakeholder theories to explain these dynamics.
-
Potential for Deep Rural Broadband Coverage With Terrestrial and Non-Terrestrial Radio Networks
Rural areas lag behind cities in broadband connectivity because sparse populations make wireless networks economically unviable with current technology. This paper examines two emerging solutions: satellite-based non-terrestrial networks and sparse terrestrial networks using tall towers and large antenna arrays. Both approaches can serve remote areas cost-effectively, but they excel in different scenarios and complement each other depending on traffic demands and infrastructure requirements.
-
How much TV UHF band spectrum is sufficient for rural broadband coverage?
This paper addresses rural broadband coverage in India by proposing a mesh network operating in TV UHF spectrum. The authors develop an optimization tool that calculates optimal power and routing for multihop networks, accounting for rural demographics, desired speeds, and propagation models. The solution coexists with TV broadcasting through shared access mechanisms and uses frequency reuse to manage interference. The tool determines feasible power levels for broadband coverage in specific rural regions.
-
A Location-Based Duplex Scheme for Cost Effective Rural Broadband Connectivity Using IEEE 802.22 Cognitive Radio Based Wireless Regional Area Networks
This paper proposes a location-based duplex scheme to improve rural broadband connectivity using IEEE 802.22 cognitive radio networks that operate on underutilized TV spectrum. The scheme eliminates cross time slot interference that occurs when adjacent wireless regional area network cells lack synchronized frames. The location-based duplex approach combines advantages of time and frequency division duplex methods, delivering asymmetric data services more efficiently than existing virtual cell approaches.
-
A TV white space broadband market model for rural entrepreneurs
This paper develops a market model enabling rural entrepreneurs to provide broadband internet using TV white space spectrum. The model treats spectrum allocation as a pricing game between a WiMAX base station (seller) and WiFi access points (buyers), with throughput determining quality of service. The approach enables cost-effective mesh networks to deliver broadband to rural schools and remote areas, offering a practical spectrum management solution for underserved regions.
-
Bridging Digital Divide: &#x2018;Village wireless LAN&#x2019;, a low cost network infrastructure solution for digital communication, information dissemination &amp; education in rural Bangladesh
Researchers in Bangladesh developed a solar-powered, low-cost wireless network server built from off-the-shelf components to deliver ICT services to rural areas lacking reliable electricity and broadband infrastructure. The system creates a local Wi-Fi network enabling file sharing, instant messaging, e-education, and form submission while consuming minimal power. The solution bridges the digital divide by providing affordable, maintainable digital communication and information access to underserved rural communities.
-
Is wireless broadband provision to rural communities in TV whitespaces viable? A UK case study and analysis
This paper evaluates whether TV whitespace spectrum can economically deliver broadband to rural areas in the UK. The authors model a hybrid system using wireless links from existing fixed-line infrastructure endpoints to underserved communities. Their analysis incorporates actual whitespace availability, population density, and infrastructure costs. The findings show that whitespace-based rural broadband is both technically and commercially viable, primarily because it eliminates spectrum costs and reuses existing infrastructure, reducing site acquisition and backhaul expenses.
-
E-Governance in Rural India: Need of Broadband Connectivity Using Wireless Technology
Rural India lacks broadband connectivity needed for e-governance systems that could drive agricultural and economic development. This paper examines wireless technology solutions for delivering digital governance services to rural Maharashtra, specifically studying Jalgaon district. The authors argue that expanding ICT access and adoption empowers rural communities, improves agricultural management, and enables greater participation in digital services essential for rural development.
-
Outdoor-to-indoor propagation loss measurements for broadband wireless access in rural areas
This paper measures how radio signals from WiMAX broadband systems penetrate into rural homes in Germany. Researchers tested two frequencies (825 MHz and 3500 MHz) and found that walls without windows blocked 10-20 dB of signal strength, while windows reduced this loss by 5-6 dB. The authors developed a prediction model to estimate penetration loss for rural broadband deployment planning.
-
Distance Learning in the Cloud: Using 3G Enabled Mobile Computing to Support Rural Medical Education
Rural medical students face isolation and expensive distance learning systems. This paper describes a pilot program using 3G-enabled mobile devices and cloud-based technology to deliver medical curriculum remotely. The system combines live video conferencing and recorded content, reducing costs and technical barriers while maintaining social interaction between students and instructors in a constructivist learning framework.
-
Deployment of broadband wireless access for E-health in Chinese rural areas
This paper describes a low-cost mobile e-health system for rural China that combines VSAT and broadband wireless access technology to provide internet and telecommunications connectivity. The system supports telemedicine and e-learning services within three-level medical networks, helping rural communities access healthcare services and reduce the digital divide.
-
Social Impact of Broadband Internet: A Case Study in the Shippagan Area, a Rural Zone in Atlantic Canada
This case study examines how broadband internet adoption affects rural communities in Shippagan, Atlantic Canada. The research documents the social impacts of broadband access in this rural zone, providing empirical evidence about how digital connectivity influences community life and development in remote Atlantic Canadian regions.
-
Value-proposition of e-governance services: Bridging rural-urban digital divide in developing countries
E-governance services can bridge the rural-urban digital divide in developing countries by improving how quickly government services reach citizens and how long they remain accessible. The paper examines successful e-governance projects and proposes a framework to deliver value to rural populations, enabling them to better access and use government services that cost and distance previously kept from them.
-
Bridging the Digital Divide: Empowering Rural Women Farmers Through Mobile Technology in Kerala
Mobile technology significantly empowers rural women farmers in Kerala's Palakkad district by improving access to agricultural information, market engagement, and social connectivity. A study of 192 women farmers found that mobile phones enhance self-reliance, market participation, and quality of life. However, digital literacy gaps and inadequate infrastructure remain major barriers to technology adoption and equitable agricultural development.
-
Digitalization Technology for Sustainable Rural Entrepreneurship and Inequality
Digitalization transforms rural entrepreneurship by creating decent work and local economic growth, but simultaneously increases inequality and threatens traditional markets. The study finds that social solidarity economic models grounded in local wisdom can mitigate these negative effects. The research combines surveys, interviews, and ethnographic observation to show how digital transformation affects rural entrepreneurial behavior and sustainable development outcomes.
-
Influencing factor modeled examination on internet rural logistics talent innovation mechanism based on fuzzy comprehensive evaluation method
China's rural logistics system lags behind urban development, limiting talent innovation in e-commerce. This paper identifies factors hindering rural e-commerce talent innovation and proposes countermeasures to improve practitioner skills. Using fuzzy comprehensive evaluation and system analysis methods on company data, the authors achieve a 98% recognition rate and 20% faster processing speed than existing approaches, aiming to boost agricultural development.
-
Innovation and Development of Rural Leisure Tourism Industry Using Mobile Cloud IoT Computing
This paper demonstrates how mobile cloud IoT computing improves rural leisure tourism in China by enabling data analysis and intelligent guidance systems. The research shows that IoT applications help optimize tourist distribution across regions, reducing geographical concentration and spreading economic benefits more evenly throughout rural areas. Better information systems allow tourists to make smarter decisions, supporting sustainable rural economic development.
-
Innovation, Spatial Loyalty, and ICTs as Locational Determinants of Rural Development in the Catalan Pyrenees
Information and communication technologies enable rural and mountain development by dispersing economic activity from cities and connecting local territories to global markets. In the Catalan Pyrenees, companies leverage local identity and lower costs while performing high-value activities like design locally and manufacturing elsewhere. ICTs support education, workforce development, and new business creation in these areas, offsetting labor shortages through small company structures and spatial loyalty among clustered firms.
-
Application of Internet of the Things(IOT) for the Water Conservation and Entrepreneurship in the Rural Area
This paper proposes using Internet of Things technology to address water management and create entrepreneurship opportunities in rural Indian villages. The authors argue that IoT-enabled smart village systems can improve water conservation despite adequate rainfall, reduce unemployment, and prevent rural-to-urban migration by generating local economic opportunities. The approach treats water management as a priority domain where digital tools can deliver measurable improvements in rural living standards and economic conditions.
-
Investigating the Roles of Knowledge Management Practices in Empowering Rural Youth to Bridge the Digital Divide in Rural Sarawak
Rural youth in Sarawak who completed an ICT training program gained knowledge and skills through knowledge acquisition, utilization, and sharing practices. These graduates established home-based ICT service centers, improved digital services, and trained community members, directly reducing the rural-urban digital divide while generating income and employment for themselves.
-
Elevating education of India's rural village girls through distance learning technology supported by sustainable electricity
This paper describes a distance learning program designed to improve educational access for rural girls in Jharkhand, India. The authors identify inadequate electricity and limited schooling opportunities as major barriers and propose a sustainable electrification system paired with digital learning technology to enable continuous primary and secondary education. Village interviews showed strong community support for the initiative, which addresses infrastructure, connectivity, and personnel needs alongside reliable power supply.
-
Broadband Adoption| The Bandwidth Divide: Obstacles to Efficient Broadband Adoption in Rural Sub-Saharan Africa
This study examines why rural people in sub-Saharan Africa don't fully adopt the Internet despite having physical access. Researchers analyzed network traffic and surveyed users to find that access location, connection speed, cost, and local context shape how people actually use the Internet. They developed new metrics capturing user perceptions rather than just connectivity availability, revealing specific barriers to meaningful Internet adoption beyond infrastructure provision.
-
HopScotch-a low-power renewable energy base station network for rural broadband access
Researchers deployed a wireless broadband network in the Scottish Highlands and Islands using low-power relay base stations powered by renewable energy. The system uses 5 GHz bands and white space frequencies to deliver high data rates with minimal infrastructure. This renewable-powered approach creates a scalable, cost-effective solution suitable for community ownership that addresses rural broadband access gaps.
-
Techno-economic analyses of wireline and wireless broadband access networks deployment in Croatian rural areas
This paper analyzes the technical and economic feasibility of deploying broadband networks in Croatian rural areas. The authors model costs for wireline and wireless technologies currently used in Croatia, evaluate their cost-effectiveness using standard profitability methods, and conduct sensitivity analyses on key cost parameters. The results show how different rural scenarios affect broadband deployment costs and identify which technologies work best under different conditions.
-
Super Network on the Prairie: The Discursive Framing of Broadband Connectivity by Policy Planners and Rural Residents in Alberta, Canada
This study examines Alberta's SuperNet broadband infrastructure project by comparing how government planners and rural residents differently understood and valued broadband connectivity. Through interviews, focus groups, and town halls, the researchers found that policy makers and rural communities held distinct visions of broadband's purpose. Rural residents themselves interpreted broadband differently based on their specific circumstances. Rather than simply equalizing access, broadband functioned as a complex mediator affecting opportunity, participation, and identity in rural communities.
-
Hybrid Broadband Access with IEEE 802.16e: An Economic Approach for Rural Areas
This paper addresses the digital divide between urban and rural areas by proposing hybrid broadband networks combining wired and wireless (IEEE 802.16e/Mobile WiMAX) technologies. The authors analyzed user requirements across 18 rural areas, dimensioned a wireless network, and conducted economic analysis showing that this hybrid approach reduces investment and operational costs compared to traditional wired-only broadband infrastructure in rural regions.
-
Exploiting Digital Switchover for Broadband Services Access in Rural Areas
This paper proposes using digital terrestrial television infrastructure to deliver broadband and triple-play services to rural areas lacking fiber-optic connections. The authors design an architecture that repurposes television broadcast signals as a shared broadband backbone, extending connectivity to remote locations and enabling cost-effective deployment of always-on technologies like WLAN and xDSL.
-
iShakti--Crossing the Digital Divide in Rural India
iShakti is a web-based platform deployed across 1,000 rural kiosks in India, reaching 1 million people in 5,000 villages. The system provides community development services, market access, and brand engagement to previously isolated regions. Using adaptive technology and computational intelligence, iShakti empowers rural entrepreneurs with revenue opportunities and gives residents greater control over their lives through improved access to information and markets.
-
Preliminaries into problems to access information – the digital divide and rural communities
This paper examines the digital divide affecting rural communities in South Africa, focusing on barriers to information access. The authors investigate how limited digital connectivity and information availability constrain rural development and knowledge sharing. The work identifies specific problems rural populations face when trying to access information resources and services.
-
Technology Adoption Intention and Sustainable Entrepreneurship Ability of Rural Women in Bangladesh
Rural women entrepreneurs in Bangladesh adopt ICT when they have access to materials, mental support, skills training, usage opportunities, and microfinance services. ICT adoption significantly improves their business skills. The study surveyed 315 women and identifies key access points policymakers should target to empower rural female entrepreneurs and advance gender equality goals.
-
The digital health divide: Understanding telehealth adoption across racial lines in rural Illinois
Rural residents in Southern Illinois adopt telehealth at lower rates than urban residents, with significant racial disparities. Broadband access is a critical barrier—rural areas lack adequate infrastructure. Privacy concerns about data protection deter adoption across all demographic groups. Geographic location and race shape whether people use telehealth to reduce travel and childcare costs.
-
Measuring financial divide in the rural environment. The potential role of the digital transformation of finance
Rural areas in Spain show lower financial literacy than urban regions, particularly among populations with limited income and education. This gap prevents financial inclusion and perpetuates rural decline. The authors argue that digital transformation of financial services offers a concrete pathway to improve financial literacy and inclusion in sparsely populated Spanish regions, enabling rural economic regeneration.
-
Applying diffusion of innovation theory to examine providers’ perceptions of rural telehealth application and competencies
Rural Americans face worse health outcomes partly due to limited healthcare access. This study identifies best practices for telehealth in rural settings by examining how providers perceive and apply telehealth technology. The research consolidates five key telehealth application strategies and five essential provider competencies needed to deliver effective care to rural patients, with implications for medical education and practice.
-
How Does Internet Use Promote Returned Migrant Workers’ Entrepreneurship: Evidence from Rural China
Internet use significantly increases entrepreneurship among returned migrant workers in rural China. The study finds that internet access raises the probability of starting a business, increases entrepreneurial investment by 18%, and boosts the number of enterprises founded by 36%. The effect is strongest in areas with high internet penetration potential. The authors recommend governments support business formation, improve digital literacy, and expand rural internet infrastructure to drive sustainable economic development.
-
jtetTraining Urgency to Bridge the Digital Divide for Social Media Marketing Awareness and Adoption: Case of CBT Rural Homestay Operators Malaysia
Rural homestay operators in Malaysia underutilize social media for marketing, relying instead on traditional platforms and intermediaries. The study finds low awareness of digital tools, insufficient technical expertise, and language barriers limit their market reach. Training programs targeting digital competencies and social media marketing are essential to close the digital divide and enable these operators to compete globally.
-
Can the income level of rural residents be improved by the Chinese “Broadband Village?”: Evidence from a regression discontinuity design of the six pilot provinces
China's Broadband Village initiative significantly increased rural residents' income in six western provinces between 2015 and 2019, with incomes rising 1.47–1.52 times higher in participating counties. However, the policy's benefits decreased for higher-income residents and showed an inverted U-shaped effect over time. Highly educated farmers gained the most from broadband access.
-
Rural Broadband Development in Canada’s Provinces: An Overview of Policy Approaches
Canadian provinces have used a mix of competitive market policies and targeted subsidies to achieve near-universal Internet access in rural and remote communities. The paper examines how public sector initiatives address private sector under-investment in rural broadband networks, showing that this combined approach effectively narrows the urban-rural digital divide.
-
UHF TVWS operation in Indian scenario utilizing wireless regional area network for rural broadband access
India's telecom regulator opened TV white space spectrum for LTE auctions, but rural areas lack demand for such large bandwidths. This paper proposes using Wireless Regional Area Networks based on IEEE 802.22 standard to deliver affordable broadband to rural India. The authors present a licensing model allowing multiple service providers to operate dynamically in specific regions at lower costs, leveraging cognitive radio features for efficient spectrum access.
-
Does Broadband Matter for Rural Entrepreneurs or ‘Creative Class’ Employees?
This study examines whether broadband availability affects the presence of entrepreneurs and creative-class workers in rural American counties. Using 2012 national broadband data and census measures, the researchers apply spatial econometric analysis to test whether specific broadband thresholds—such as download speeds or provider numbers—correlate with entrepreneurship levels. The work addresses whether closing the digital divide through broadband infrastructure investment can meaningfully support rural economic growth through these key worker populations.
-
Affordable broadband connectivity for rural areas
Rural Tanzania lacks affordable broadband despite 75% of the population living outside cities. Current services like GPRS and VSAT are slow and expensive. This paper proposes last-mile broadband frameworks using existing optical fiber backbones to deliver high-speed, affordable connectivity to remote communities. The authors evaluate these frameworks by deployment cost, data rates, coverage, and accessibility for rural Tanzania.
-
Broadband Wireless Access Deployment Approach to Rural Communities
This paper presents a framework for deploying Wi-Fi and WiMAX wireless broadband technologies in Jeddo, a rural Nigerian community. Wireless networks offer cost-effective alternatives to wired infrastructure in remote areas. The authors outline technical specifications, network planning requirements, and infrastructure components needed to deliver broadband internet access across entire rural communities using Wi-Fi with WiMAX backhaul systems.
-
Agricultural Extension with Information and Communication Technology (ICT)Mediated Open Distance Learning (ODL) Methods: A Case Study from Rural South India
Rural communities in South Asia face recurring droughts that cause severe food shortages, disease, and economic hardship. The paper argues that lack of awareness and information access prevents communities from preparing for and mitigating drought impacts. The authors propose using ICT-mediated open distance learning methods for agricultural extension to deliver sustained information and education to vulnerable rural populations, making drought preparedness possible rather than relying on relief.
-
Using Wi-Fi for cost-effective broadband wireless access in rural and remote areas
This paper evaluates Wi-Fi technology as a cost-effective solution for delivering broadband internet to rural and remote areas where traditional DSL and cable services are unavailable or unaffordable. The authors model network economics using realistic costs, revenues, and demand patterns, comparing conventional Wi-Fi with advanced beam-forming antenna approaches. Their analysis demonstrates that wireless broadband can be economically viable and affordable in dispersed rural communities.
-
The South Korean case of deploying rural broadband via fiber networks by implementing universal service obligation and public-private partnership based project
South Korea deployed rural broadband through fiber networks using two simultaneous policies: a universal service obligation guaranteeing 100 Mbps speeds and a public-private partnership project. This study models investment costs and finds both approaches cost-effective, though PPP projects enable ISPs to recover investments faster. The research recommends combining multiple policies while addressing remaining challenges in difficult rural regions where adoption remains low due to end-user costs.
-
Effect of Broadband Infrastructure on Rural Household CO2 Emissions in China: A Quasi-Natural Experiment of a “Broadband Village”
Broadband infrastructure in rural China increases household carbon dioxide emissions, with a coefficient of 1.7 according to difference-in-differences analysis of a "Broadband Village" pilot program. However, this growth effect weakens significantly once broadband penetration exceeds 31.32%, revealing a threshold effect. The findings suggest policymakers should coordinate digital village expansion with carbon reduction and income redistribution strategies.
-
Applications and innovations in typeface design for North American Indigenous languages
Indigenous North American language speakers face significant barriers when typing their languages due to inadequate typeface support. The paper documents typeface innovations developed by Indigenous communities and identifies the critical role of designers in creating tailored solutions. It highlights how cross-platform consistency remains unavailable for most Indigenous languages, contrasting with dominant languages, while celebrating emerging collaborations between type designers and Indigenous communities that offer promise for addressing these longstanding technical inequities.
-
Broadband policy and rural and cultural divides in Australia
Australian broadband policy fails to account for local preferences and cultural contexts, particularly among Indigenous communities. The paper argues that infrastructure alone cannot solve digital divides; instead, policies must respond to how different populations actually want to use technology. Remote Indigenous Australians prefer mobile over satellite services due to geography, culture, and economy. Addressing digital exclusion requires understanding local factors beyond just socio-economic disadvantage.
-
Electronic Medical Record Adoption in Oklahoma Practices: Rural‐Urban Differences and the Role of Broadband Availability
Rural and urban physician practices in Oklahoma show similar overall electronic medical record adoption rates, but significant differences emerge in specific subcategories. Solo rural practices adopt EMRs at higher rates than urban solo practices, as do rural psychiatric practices. Broadband availability shows no statistical relationship with EMR adoption. The findings suggest that targeted policies addressing specific practice types matter more than broadband expansion alone for increasing EMR adoption.
-
Rural anchor institution broadband connectivity
Rural anchor institutions like libraries and schools face multiple barriers and enablers affecting broadband adoption. Research in rural Florida identified situational factors that influence whether these institutions successfully implement broadband connectivity. The study proposes a community-based planning model where multiple anchor institutions collaborate to jointly plan, deploy, and assess broadband infrastructure and adoption across their region.
-
The Cultivation of Organizational Innovation amongst Malaysian Bumiputera (Indigenous) ICT-Based Small Firms
A study of five Malaysian Indigenous ICT entrepreneurs reveals that implementing research and development activities is the key approach for developing organizational innovation in small ICT firms. The research identifies R&D as the pertinent strategy that Indigenous-owned technology companies should adopt to cultivate innovation within their organizations.
-
Challenges of the Rural Healthcare Pilot Program Broadband Initiative
The Federal Communications Commission funded a Rural Healthcare Pilot Program in 2007 to deploy broadband networks to rural areas. Researchers interviewed 40 funded organizations and found that 90 percent encountered challenges during planning. The main obstacles fell into two categories: program deployment issues and communication problems. The findings aim to help future telemedicine grantees navigate similar funding processes more effectively.
-
Broadband provision to underprivileged rural communities
This paper describes a wireless mesh network project deployed in rural South Africa to provide affordable broadband to underprivileged communities. The authors identify major technical and socio-economic barriers—including long distances, poor infrastructure, high costs, and unreliable power—and explain how mesh network technology addresses these challenges with lower energy consumption and reduced deployment costs.
-
Managing Agricultural Indigenous And Exogenous Knowledge Through Information And Communication Technologies For Poverty Reduction In Tanzania
ICTs can help Tanzanian rural communities manage agricultural indigenous knowledge while integrating external knowledge to reduce poverty and hunger. The paper argues that combining local farming practices with global agricultural information through digital technologies improves productivity. Rural Tanzanians currently lack access to global knowledge and platforms to share their own expertise, creating missed opportunities for agricultural advancement.
-
Economic Analysis of Broadband Access for Australian Rural and Remote Areas
This paper compares the deployment costs of three broadband technologies—DSL, passive optical networks, and WiMAX—across Australian rural and remote areas. Wireless technology proves most cost-effective for sparse populations below one home per square kilometer at 20 Mbit/s speeds, while fiber-based passive optical networks become economically superior for higher speeds of 50 Mbit/s and above.
-
Broadband wireless technology for rural India
Wireless broadband technology can effectively serve rural India through kiosk-based internet delivery models. The paper argues that affordable broadband requires wireless systems delivering at least 256 kbps to 200 villages within 20 km radius at under $250 per connection. While emerging WiMAX standards show promise, adapted technologies like corDECT and WiFiRe offer immediate solutions. The corDECT system has demonstrated viability in rural deployments.
-
Digital Finance, Digital Usage Divide, and Urban–Rural Income Gap: Evidence from China
Digital finance can reduce China's urban-rural income gap, but digital usage disparities complicate this effect. Using data from 274 Chinese cities, the study finds a U-shaped relationship where digital finance initially widens the gap, then narrows it once digital adoption exceeds a threshold. Traditional financial systems moderate this pattern. The research recommends improving rural financial conditions, accelerating digital transformation of conventional finance, and strengthening rural digital education to address usage disparities.
-
Impact of Digital Inclusive Finance on the High‑Quality Development of Rural Economy: Evidence from China
Digital inclusive finance significantly promotes high-quality rural economic development in China. Using provincial panel data from 2011 to 2022, the study finds that digital inclusive finance—measured through coverage, usage depth, and digitalization—strengthens rural innovation, coordination, green development, openness, and shared prosperity. The positive effects hold across eastern, central, and western regions, suggesting digital finance tools effectively address rural development challenges.
-
The Impact of Governments’ Digital Economy Procurement on Rural Household Entrepreneurship
Government procurement of digital economy products significantly increases rural household entrepreneurship in China. The effect operates through three mechanisms: relaxing credit constraints, fostering distinctive industry growth, and improving government transparency. The impact is strongest in counties with integrated e-commerce and industrial development. These findings suggest digital procurement policies can effectively drive rural economic development in emerging economies.
-
Enhancing Rural Revitalization in China through Digital Economic Transformation and Green Entrepreneurship
Digital economic transformation significantly drives rural revitalization in China by promoting green entrepreneurship, which then cultivates green innovation. The study surveyed rural entrepreneurs across different regions and business sizes, finding that green entrepreneurship and green innovation together mediate the relationship between digital transformation and rural revitalization outcomes. The results support a pathway model for policymakers designing sustainable rural development strategies.
-
Tribal and rural digital inclusivity: An examination of broadband access in two neighboring Great Plains states
Rural and tribal communities in Kansas and Oklahoma face significant broadband access gaps that worsened during the Covid-19 pandemic, particularly affecting students of color and economically disadvantaged families. The paper surveys challenges and successes in digital inclusivity across these Great Plains regions, examining technological leadership, information literacy, and public policy efforts to address persistent digital divides in underserved areas.
-
National, regional, and urban-rural patterns in fixed-terrestrial broadband internet access and cardiac rehabilitation utilization in the United States
Rural and Southern US regions show high cardiac rehabilitation eligibility but low participation rates, alongside widespread broadband internet gaps. The study reveals that rural areas lack broadband access more than urban areas, creating a critical barrier to telehealth cardiac rehabilitation. Policymakers must address broadband infrastructure before expanding telehealth rehabilitation programs in underserved regions.
-
Broadening energy access for poor households in rural malawi: How pico solar, mobile money, and cloud-based services are being combined to address energy exclusion
In rural Malawi, most poor households lack electricity and cannot afford solar systems upfront. A solar company called Yellow combined pay-as-you-go payments, mobile money, and cloud-based services into a platform called Ofeefee that delivers affordable solar lighting to off-grid communities. This approach provides better quality lighting at lower cost than traditional options, while avoiding exploitative microfinance. The paper argues that energy access programs should distinguish between energy and lighting to better address the specific needs of energy-poor communities.
-
Aspects of ICT connectivity among older adults living in rural subsidized housing: reassessing the digital divide
Low-income older adults in rural New England subsidized housing show unequal internet access and use despite living in broadband-accessible areas. Age and education significantly influence technology adoption for email and social media. While housing sites had broadband and nearby libraries, few offered free Wi-Fi to residents. Individual internet access varied widely, affecting social connections with family and friends, revealing persistent digital inequity among economically disadvantaged seniors.
-
Distance Learning and Character Building in Rural Area During the Covid-19 Pandemic
During COVID-19, rural teachers in Indonesia adapted distance learning through WhatsApp-based online classes, offline instruction, and hybrid approaches. Teachers used direct feedback, narrative examples with pictures, and activity checklists to build student character. Rural schools faced significant barriers including limited facilities, weak parental support, and unprepared teachers. The study found that effective rural education requires collaboration among teachers, parents, and community stakeholders to overcome pandemic-related obstacles.
-
Digitalizing rural entrepreneurship: towards a model of Pangalengan digital agropolitan development
Rural communities in Pangalengan, Indonesia possess agricultural potential but lack the skills to use digital technologies for value-added production and marketing. This study develops a framework to build digital literacy and entrepreneurial capacity among agribusiness operators, drawing lessons from Kintamani, Bali, where coffee farmers successfully used digital tools and the internet to improve production knowledge and market reach.
-
Breaking the Digital Divide in Rural Africa
Telecentres reduce the digital divide between urban and rural areas in developing countries. When properly organized and functional, with adequate awareness campaigns, telecentres enable rural populations to access digital services and information. The paper examines how these community technology hubs bridge connectivity gaps and support rural development in Africa.
-
Business Model Design for Rural Off-the-Grid Electrification and Digitalization Concept
Microgrids can provide electricity to remote rural areas in Sub-Saharan Africa, but lack clear business models. This paper analyzes an integrated off-grid concept delivering renewable electricity, internet connectivity, and digital services together using a business model canvas approach. The authors propose a framework for developing sustainable rural microgrids in Sub-Saharan Africa.
-
Community at a Distance: Employing a Community of Practice Framework in Online Learning for Rural Students
Online library and information science education can use a community of practice framework to help rural students build professional networks and develop digital identities. This approach reduces the geographic and professional isolation that rural librarians face by fostering meaningful interactions and collaborative work in virtual environments, preparing graduates for careers requiring online collaboration.
-
Deployment costs of rural broadband technologies
This paper analyzes deployment costs for three broadband technologies in rural Victoria: passive optical networks, fiber-to-the-node DSL, and WiMAX. The researchers used geographic data to map actual household locations and calculate optimized network costs. Fiber installation dominates costs for all technologies. FTTN DSL offers the lowest deployment cost for 20 Mbit/s service, while PON becomes most cost-effective at 50 Mbit/s and above.
-
Internet or dvd for distance learning to isolated rural health professionals, what is the best approach?
A study in Madagascar compared internet-based and DVD-based distance learning for training rural health center leaders on hypertension management. Both methods significantly improved knowledge scores. DVD training proved slightly more effective for doctors, while both methods performed equally for paramedics. The researchers recommend DVD as the preferred approach for Madagascar's remote health centers, where internet access is limited.
-
The Supply and Use of Broadband in Rural Australia: An Explanatory Case Study of the Western Downs Region
Rural Australian households in the Western Downs Region rely heavily on wireless broadband, which proves less reliable and more expensive than wired alternatives. Remote and outer regional areas show particular dissatisfaction with wireless services and inadequate data quotas, creating barriers to digital participation. The study maps broadband infrastructure supply against household use and satisfaction, revealing that government policy must prioritize reliable, affordable broadband as a universal service obligation requiring coordinated public and private investment.
-
Cognitive access to TVWS in India: TV spectrum occupancy and wireless broadband for rural areas
The paper measures TV spectrum usage in Pune, India and finds poor utilization in the TV band, creating opportunity for cognitive radio operation. The authors propose using TV white spaces—unused TV frequencies after digital switchover—to deliver wireless broadband to rural India. This approach can bridge the digital divide by enabling rural access to online governance, banking, and health services.
-
Research on Personalized Courseware Recommendation System of Rural Distance Learning Based on Combination Recommendation Technology
This paper develops a personalized courseware recommendation system for rural distance learning by combining content filtering and collaborative filtering technologies. The authors address sparse data and cold start problems through hybrid recommendation methods and optimize system performance for rural adult learners. The system enables distance education platforms to deliver customized training services to rural users.
-
Power Line Communication throughput analysis for use in last mile rural broadband
Power Line Communication (PLC) offers a cost-effective approach to rural broadband by reusing existing electrical infrastructure. Laboratory tests comparing two PLC technologies show PLC can function as a last-mile solution, achieving adequate throughput for LAN replacement. However, the shared medium creates performance issues: UDP packet loss and increased TCP delays occur when multiple clients access the network simultaneously.
-
“WindFi” - A renewable powered base station for rural broadband
HopScotch is a rural broadband network using low-power base stations powered by renewable energy to deliver affordable internet access to remote areas. The researchers designed energy-efficient base stations and calculated the renewable generation capacity, battery storage, and solar panel tracking systems needed to sustain continuous operation.
-
Feasibility of LTE 700 MHz Digital Dividend for Broadband Development Acceleration in Rural Areas
This paper evaluates whether Indonesia can use LTE technology in the 700 MHz frequency band to expand broadband access in rural areas and reduce the digital divide. The authors assessed multiple implementation options through qualitative analysis, benchmarking, and case studies, then performed quantitative calculations. They conclude that early LTE deployment at 700 MHz is feasible in specific geographic regions and can accelerate Indonesia's broadband development goals.
-
The Rural Effect of Broadband Internet Service
Broadband internet access produces positive economic effects in rural communities, making them more competitive. Using quasi-experimental statistical analysis, the study finds evidence supporting the hypothesis that broadband investment strengthens rural economies. However, the author notes that further research is needed to establish causality more definitively.
-
Digital Divide among Public Servants in Malaysia : Urban-Rural Differences in Valuing the Use of the Internet
Malaysia's digital divide disadvantages rural populations through poor infrastructure and lower incomes. This study surveyed public servants in urban and rural areas to measure how they value internet access and their willingness to pay for services. The research found that income significantly influences internet adoption, particularly in rural areas, and that Malaysia's Universal Service Provision policy has limited reach despite government efforts to bridge geographic and economic gaps.
-
Internet kiosks for rural communities: using ICT platforms for reducing digital divide
Rural communities in India gained internet access through wireless ICT kiosks operated via public-private partnerships. Systematic skill development and local entrepreneurs proved critical to adoption and sustained operation. The platform enabled diverse innovative applications and demonstrated that public-private partnerships can effectively reduce digital divides in areas requiring large-scale infrastructure investment.
-
Linking rural radio to new ICTs in Africa: bridging the rural digital divide.
Rural radio can bridge Africa's digital divide by connecting to new information and communication technologies. The paper argues that radio remains a viable platform for reaching rural populations with critical information, particularly about food security and agricultural development, as developing countries face growing food deficits and population pressures.
-
Bridging the digital divide [rural development]
Rural African communities face significant challenges when implementing information and communication technologies for development. The paper documents obstacles to bridging the digital divide between urban and rural areas, highlighting practical difficulties in deploying ICT solutions in resource-constrained rural settings.
-
Broadband communications over a rural power distribution circuit
This paper demonstrates that broadband internet can be delivered over rural power distribution lines using RF Powerline Carrier technology. The authors analyze signal-to-noise ratios and channel capacity on a typical rural circuit, showing that 2-way TCP/IP data transmission at 2 Mbps is feasible. This approach offers rural communities worldwide a practical solution for broadband access where conventional infrastructure is unavailable.
-
Enabling Broadband Internet Access in Remote and Rural Communities Using HAP-Based Multi-Hop FSO/RF Transmissions
This paper proposes a high-altitude platform system that delivers broadband internet to remote and rural communities using combined free-space optical and radio frequency transmissions. The system uses optical links for high-speed connections to demand hotspots and radio frequency for dispersed users across wide areas. Backup platforms automatically switch in when channel quality degrades, improving reliability and coverage while achieving high data transmission rates for both concentrated and dispersed populations.
-
Implementation of distance learning IMCI training in rural districts of Tanzania
Tanzania implemented a distance learning model for childhood illness management training in three rural districts. The program combined self-directed learning with brief in-person sessions, successfully training many healthcare workers at low cost and improving their knowledge and competence. However, participants faced technological barriers, work-life conflicts, and insufficient mentorship due to limited funding and transport infrastructure.
-
Does mobile broadband use promote smallholder entrepreneurship? Evidence from rural China
Mobile broadband use significantly increases smallholder entrepreneurship in rural China. The study found that mobile broadband access raises the probability of entrepreneurial engagement by 15.1 percentage points and entrepreneurial willingness by 50.9 percentage points. Effects vary by region and income level, with high-income smallholders showing greater engagement gains and low-income smallholders showing greater willingness gains.
-
Did the cyberspace foster the entrepreneurship of women with children in rural China?
Internet access significantly promotes entrepreneurship among rural mothers in China by enabling three key mechanisms: improving gender equality perceptions, providing business information and learning opportunities, and facilitating access to financing. The study demonstrates that cyberspace adoption directly supports self-managed enterprise creation among women with children in less developed rural areas.
-
Minnesota's Digital Divide: How Minnesota Can Replicate the Rural Electrification Act to Deliver Rural Broadband
Rural Minnesota students lack adequate broadband access, which undermines their constitutional right to education. The paper argues that Minnesota legislators should adopt a policy framework modeled on the New Deal's Rural Electrification Act to build broadband infrastructure in underserved rural areas and ensure equitable educational opportunities.
-
Analysis on the Innovation of Rural Tourism Marketing Strategy—Taking the Tik Tok as an Example
Rural tourism marketing has become critical as demand for short-distance leisure grows near urban areas. This paper examines TikTok as a new rural tourism marketing platform, identifying content, relationships, and users as key success factors. The authors recommend deepening vertical content creation, cultivating fan communities to generate network effects, and promoting value creation to reshape marketing effectiveness.
-
A Pricing-Based Rate Allocation Game in TVWS Backhaul and Access Link for Rural Broadband
This paper proposes a pricing-based game theory model to allocate broadband data rates in TV white space networks serving rural areas. The hierarchical network connects remote user equipment through intermediate nodes to a central base station with fiber backhaul. Using a Stackelberg game approach, the model distributes available data rates among network entities based on willingness-to-pay, enabling efficient resource allocation even when each participant acts selfishly.
-
Towards an IEEE 802.22 (WRAN) based wireless broadband for rural Bangladesh — Antenna design and coverage planning
This paper evaluates IEEE 802.22 Wireless Regional Area Network technology as a solution for rural broadband in Bangladesh. The authors designed antennas and modeled coverage across the country's flat terrain using computer simulation. They found that approximately 25 antennas could cover significant territory, making WRAN an economically viable approach for delivering digital services to remote areas, though point-to-point links would require additional infrastructure.
-
Optimisation of a TV White Space Broadband Market Model for Rural Entrepreneurs
This paper develops a game-theoretic model for TV white space broadband markets serving rural entrepreneurs. Using Bertrand competition theory, the authors analyze how primary spectrum users compete on price to sell access to secondary users operating mesh routers. The model optimizes inter-operator agreements based on quality-of-service metrics like delay and throughput, comparing outcomes across cost, revenue, and profit parameters to identify competitive equilibria.
-
Information Network Villages: A community-focused digital divide reduction policy in rural Korea
South Korea's Information Network Village project demonstrates how digital divide policies can build sustainable rural communities. The study examines this initiative as a model for implementing community-focused digital infrastructure in small rural areas, showing how targeted policy can reduce technology gaps and strengthen local development.
-
After Broadband Infrastructure Saturation: The Impact of Public Investment on Rural Social Capital
South Korea's Information Network Village project achieved 98% broadband coverage in rural areas, then shifted focus to building online social networks. Public investment in digital infrastructure increased online interaction and social capital, strengthening community attachment and reducing rural-to-urban migration. This demonstrates how sustained public investment supports rural development beyond initial infrastructure deployment.
-
Orthogonal beamforming for overlay mode of OFDMA-based rural broadband wireless access
This paper proposes an overlay mode for OFDMA-based cellular systems that delivers broadband wireless access to rural users without interfering with urban mobile users. Using orthogonal beamforming, the system constrains signals to rural users to remain orthogonal to channels serving higher-priority mobile users. The authors demonstrate that rural users achieve acceptable signal-to-interference-plus-noise ratios despite these constraints, making the approach viable for rural broadband deployment.
-
Ambiguity and Uncertainty in the “Last Mile”: Using Sense-making to Explore How Rural Broadband Networks Are Created
Alberta's government built a world-leading fiber-optic broadband network for rural communities in 2005, yet the province ranked last in rural broadband access by 2008. Using interviews and sensemaking theory, the authors found that industry decision-makers and stakeholders created self-fulfilling prophecies about the network through collective interpretation, which paralyzed efforts to promote actual community use of the infrastructure.
-
Ngara broadband access system for rural and regional areas
Researchers developed and tested a new MU-MIMO wireless system called Ngara for rural broadband access. The system achieved six simultaneous users at 12 Mb/s symmetric speeds over a single 7 MHz channel in a real rural environment. The technology can scale to 12 users at 50 Mb/s over wider channels, using innovations in synchronisation, antenna design, channel estimation, and signal processing to deliver efficient broadband to dispersed areas.
-
Effects of Carrier Frequency, Antenna Height and Season on Broadband Wireless Access in Rural Areas
This paper investigates how carrier frequency, antenna height, and seasonal changes affect broadband wireless access systems in rural areas. Using field measurements in Germany at two frequency bands, the researchers found that wireless channel characteristics vary significantly with environment and terrain. Antenna height effects depend on local terrain clearance, and seasonal changes alter fading distributions and multipath propagation patterns in rural channels.
-
LTE and HSPA for fixed wireless broadband: Datarates, coverage, and capacity in an Indian rural scenario
This paper evaluates LTE and HSPA fixed wireless technologies for rural broadband in India. Testing with 40km site spacing, HSPA delivered 200MB monthly data per user at 5Mbps cell-edge rates, while LTE achieved 430MB monthly with 5Mbps downlink and 2Mbps uplink speeds. Directional rooftop antennas proved essential for performance. Both technologies can connect rural populations lacking internet access.
-
A measure of rural-urban digital divide in China
This paper measures China's rural-urban digital divide from 2004 to 2008 using a 12-indicator index system. The divide was severe overall, worst in western regions and smallest in eastern regions. Network awareness, access, and external environment gaps were largest in the east, while network utilization gaps were worst in the west. The divide gradually narrowed during this period, with eastern regions closing gaps faster than central and western regions. The authors recommend government policies to boost rural economic development.
-
Broadband access network investment optimization in rural areas
This paper develops an optimization method for deploying broadband networks in rural areas by combining digital subscriber line and fiber-to-home technologies. The authors use dynamic programming to determine optimal placement of network equipment while considering existing copper infrastructure, cable lengths, and user locations. They calculate financial metrics like payback periods and net present value for different deployment scenarios, and introduce a planning tool called BANeT to support rural broadband network design decisions.
-
Broadband / future generation network services deployment in rural and remote areas
This paper examines broadband and next-generation network deployment across rural African regions. The authors identify deployment challenges and argue that wireless, wired, and optical technologies should all be pursued to expand rural access. They contend that wireless high-speed internet offers a cost-effective interim solution to bridge the broadband gap, enabling rural communities to access healthcare, government services, education, and business opportunities.
-
The Gender Digital Divide in Rural Pakistan: How Wide is it and How to Bridge it?
Mobile phones are widely available in rural Pakistan, but women rarely own them independently—most require permission from male relatives to make calls. The study reveals that technology availability alone does not guarantee women's access or use. Social norms restricting women's education and mobility prevent meaningful ICT adoption among females. Gender-sensitive policies must address these underlying inequalities to enable women's beneficial use of digital technologies.
-
Leading Community Innovation: Organizing Successful Rural Telecommunications Self-Development Projects
Five U.S. rural communities launched telecommunications self-development projects in the 1990s to revitalize declining economies. Strong public-private partnerships and decentralized project models increased success, while university-led projects performed worse. The study identifies six organizational and community processes that determine whether such initiatives succeed, offering lessons applicable to other rural development efforts.
-
The Urban–Rural Digital Divide in Internet Access and Online Activities During the COVID‐19 Pandemic
Rural Nebraskans had significantly lower broadband internet access than urban residents during the COVID-19 pandemic. This infrastructure gap directly limited rural residents' ability to order food and groceries online, stream entertainment, and use videoconferencing for work and medical care. However, rural residents' lower engagement in social media, online gaming, education, and casual video calls reflected personal preferences rather than infrastructure constraints.
-
Digital divide, agricultural supply chain finance, and the urban-rural income gap in China
Agricultural supply chain finance reduces China's urban-rural income gap by promoting urbanization and non-agricultural employment. However, the digital divide significantly weakens this effect. The study uses provincial data from 2014–2020 to show that bridging digital access is critical for supply chain finance to effectively narrow income inequality and support rural revitalization.
-
Adoption of technology enhanced teaching and learning innovations during covid-19 lockdown in rural Uganda.
During COVID-19 lockdowns in rural Uganda, students and teachers showed moderate acceptance of technology-enhanced learning. Most learners accessed technology through radios, televisions, and WhatsApp. The study identified barriers including teacher readiness, psychological factors, poverty, management issues, and technical problems. Researchers recommend teacher and student training, providing technology tools, improving internet connectivity, and ensuring reliable electricity.
-
Exacerbating the divide? Investigating rural inequalities in high speed broadband availability
Rural areas in Ireland have significantly less high-speed broadband coverage than urban areas, and within rural regions, coverage increases with affluence. This means socially deprived rural communities face a compounded disadvantage, receiving less commercial broadband investment despite public funding for infrastructure. The findings reveal that the digital divide operates not just between urban and rural areas, but also within rural areas themselves, correlating with social deprivation.
-
Poor Representation of Rural Counties of the United States in Some Measures of Consumer Broadband
Rural counties in the United States are significantly underrepresented in major broadband speed test datasets. The researchers analyzed data from Measurement Labs and Ookla across 2020-2021, finding that very rural counties had far fewer fixed broadband speed tests per capita than urban counties, while mobile test patterns showed no rural-urban difference. This data gap undermines efforts to identify and address broadband gaps in rural communities that need telehealth access.
-
South African Rural University Students’ Experiences of Open Distance E-Learning Support
Rural students in South Africa face significant resource and infrastructure barriers to online learning. The study found that mobile phones effectively widen access for these underserved communities, requiring less bandwidth than computers and enabling internet connectivity where it otherwise wouldn't exist. Students used phones to access course materials, attend classes, and build community through social media. Universities must design tailored online support programs that account for students' diverse circumstances rather than assuming uniform access patterns.
-
Enhancing energy access in rural areas: Intelligent microgrid management for universal telecommunications and electricity
A microgrid system combining solar panels, generators, and batteries was designed for a rural telecommunications site in Togo to provide reliable electricity access to both cell phone operators and the local population. Using optimization algorithms, the system achieved 98.95% solar utilization, minimal generator use, and electricity costs of $0.0185 per unit while eliminating service interruptions and reducing emissions.
-
Improving Access to Essential Medications in Rural and Low-Income U.S. Communities: Supply Chain Innovations for Health Equity
Rural and low-income U.S. communities face critical barriers to accessing essential medications due to geographic isolation, economic constraints, and inefficient supply chains. The paper examines supply chain innovations—including mobile pharmacies, micro-fulfillment centers, AI-driven forecasting, and blockchain technology—to improve medication delivery. It proposes regulatory frameworks and public-private partnerships to support these solutions and recommends federal and state policies to expand coverage for underserved populations.
-
Bridging the digital divide: The influence of digital feedback on the digital capabilities of the rural elderly
Digital feedback significantly improves digital capabilities among rural elderly people in China. The study of 458 rural seniors found that digital access and smartphone usage behavior mediate the relationship between digital feedback and digital capabilities. Rural empty nesters—elderly living alone—show lower digital engagement and capabilities than those living with family, revealing a compounding disadvantage in bridging the digital divide.
-
Bridging the Urban-Rural Broadband Connectivity Gap using 5G Enabled HAPs Communication Exploiting TVWS Spectrum
This paper proposes using 5G-enabled high-altitude platforms (HAPs) and television white space (TVWS) spectrum to close broadband connectivity gaps between urban and rural areas. The approach leverages unused TV frequencies and aerial communication platforms to deliver internet access to underserved rural regions, offering a practical technical solution to rural digital inequality.
-
When digital technology innovation enhances Indigenous Peoples’ e-participation in climate change resilience-building: perspectives under the “e-GIS Smart, Inclusive, and, Climate-resilient Indigenous Peoples Landscape and Community Clearing-House Mechanism Solution”
Digital GIS and satellite technology tools can help Indigenous Peoples participate in climate resilience and biodiversity conservation on their territories. The paper presents an e-GIS platform with mobile and app interfaces designed to facilitate Indigenous participation in decision-making and climate action while supporting data sovereignty and decolonization. Implementation requires state support and alignment with UN agendas on Indigenous affairs.
-
A Case Study: Broadband Over Powerline for Rural Area Deployment in Sarawak
Broadband over powerline (BPL) technology transmits internet signals through existing low-voltage electricity lines, eliminating the need for new infrastructure. Researchers deployed a hybrid BPL system in rural Sarawak using custom equipment mounted on electricity poles. A pilot project at two longhouses demonstrated the technology's feasibility, advantages, and limitations as a cost-effective alternative for expanding internet connectivity to remote areas.
-
Innovations in Agricultural Credit Disbursement and Payment Systems for Financial Inclusion in Rural India
India has implemented several innovative credit and payment systems to improve agricultural financing and financial inclusion. Kisan Credit Cards, Self-Help Group bank linkages, Joint Liability Groups, and Farmer Producer Organizations have expanded institutional credit access, with most showing strong recent performance. Card-based and mobile payment systems have increased transparency. Farmer adoption of these innovations varies by age, education, farm size, and land holdings.
-
Bringing Broadband to The Desert: Rural New Mexico, Fiberoptic Cable, and Electric Utility Cooperatives
New Mexico should allow commercial telecommunications companies to run fiber optic cables through electric utility easements to expand broadband access to rural communities. The paper argues that existing state law would likely prohibit this practice based on a recent Eighth Circuit ruling, but New Mexico's geographic isolation and lack of commercial incentives make broadband access critical. Preemptive legislation could enable fiber deployment through utility easements without violating easement restrictions.
-
Documenting Agricultural Indigenous Knowledge and provision of access through Online Database platform
Rural communities in Uganda possess valuable agricultural indigenous knowledge that faces extinction due to environmental and cultural changes. This study documented AIK practices across three districts and created an online database platform to preserve and share this knowledge. The researchers trained field assistants to collect data from farmers, validated findings through community workshops, and built a digital system to prevent loss of traditional agricultural expertise and problem-solving strategies.
-
Can Solar Power Help Providing Broadband Cellular Coverage in Extreme-Rural Sweden?
This paper investigates whether solar power can enable broadband cellular coverage in extremely remote areas of Sweden. The authors examine the technical and practical feasibility of combining renewable energy with mobile network infrastructure to serve sparsely populated regions where traditional grid connections are unavailable or uneconomical.
-
Broadband ecosystem elements in techno-economic modelling and analysing of broadband access solutions for rural areas
This paper analyzes Croatia's rural broadband market and proposes an extended techno-economic model to evaluate broadband access solutions for rural areas. The model incorporates ecosystem elements and allows detailed analysis of different rural contexts to identify the most efficient business strategies for fixed and mobile broadband technologies. The work addresses Europe's digital divide between rural and urban regions.
-
Design and implementation of virtual class box 5.0 for distance learning in rural areas
Indonesian researchers designed and implemented Virtual Class Box 5.0, a videoconference device that enables distance learning in rural areas where transportation and educational resources are scarce. The system operates on low bandwidth (under 2Mbps), uses open-source software and affordable hardware components, and includes a simple interface with minimal resource consumption. The portable device connects teachers and students across different schools and comes with instructional materials for widespread adoption.
-
The Roles of Some Antecedents of Broadband User Behavioural Intention among Students in the Rural Areas through PLS-SEM
This study examined what drives rural students to use broadband internet in northern Malaysia. Researchers surveyed 1,730 secondary school students across 40 villages using the UTAUT behavioral model. Performance expectancy, effort expectancy, and compatibility strongly influenced students' intention to adopt broadband, while social influence had a moderate effect. These factors together predict whether rural users will embrace broadband services.
-
An Indigenous Innovation: An Example from Mobile Communication Technology
Chinese developers created a homegrown 3G mobile communications standard through indigenous innovation. The study identifies three key drivers: modular design that enables technological catch-up, weak intellectual property protections that incentivize local innovation, and the lingering presence of older technology that reduces the gap new innovations must bridge. These factors enabled radical technological advancement in the global South.
-
Mobile Women: Investigating the Digital Gender Divide in Cellphone Use in a South African Rural Area
Rural women in South Africa's Eastern Cape actively embrace mobile phones to bridge digital divides, contrary to patterns observed in developed countries. While socio-economic barriers still limit access and use, women lead adoption in their community. The research combines focus groups and interviews to reveal how gender shapes mobile phone use in this resource-constrained rural area.
-
Rural schools and technology: Connecting for innovation
Three Canadian technology projects in rural schools—video conferencing, web-based distance education, and laptop computers—show that technology-driven curriculum innovations succeed when schools provide consistent, extensive support for teachers and students. Implementation challenges and successes reveal that effective distance education requires process-driven approaches that address both opportunity and strain on teaching and learning.
-
‘Rural Informatics’: Use of Information and Communication Technologies for the Rural Poor – From Digital Divide to Digital Opportunity in Rural India
India's government is implementing ICT policies to bridge the digital divide and create opportunities for rural poor communities. The paper argues that effective ICT deployment requires coordinated action among government, private sector, and local communities. Success depends on affordable infrastructure, training programs, and integrating traditional knowledge systems into participatory development approaches that improve access to markets, health, and education.
-
Harnessing renewable energy technologies for ICT and e-governance services in un-electrified communities in rural Nepal
Rural Nepal lacks access to e-governance services because most communities have no electricity or internet. The government's digital initiatives remain unknown and inaccessible to the majority of the population, particularly in remote areas with difficult terrain. Renewable energy technologies could enable ICT infrastructure and e-governance services in un-electrified communities, benefiting rural populations who currently depend on unreliable energy access.
-
Examining Rural Adoption Of Broadband – Critical Realist Perspectives
Australia's National Broadband Network requires rural communities to adopt broadband technology for the project's success. This paper argues that critical realism provides a useful theoretical framework for understanding the complex social, political, and technical factors influencing rural broadband adoption. The authors introduce three critical realist frameworks and Archer's morphogenetic model as tools to examine how these factors interact in rural regions.
-
IncrEase: A tool for incremental planning of rural fixed Broadband Wireless Access networks
IncrEase is a planning tool that helps rural broadband operators deploy wireless networks incrementally rather than all at once. The tool analyzes operational metrics to identify which areas should be upgraded first and recommends specific transmission sites to deploy, balancing immediate returns with long-term strategy. Testing on a real network with thousands of towers shows the approach reduces computation time while improving deployment decisions in infrastructure-limited rural areas.
-
Telecom Policy Innovation: the Role of Free Spectrum and Telecommunication Development in Rural Ghana
Ghana's rural areas lack adequate telecommunications infrastructure despite the technology's economic importance. The paper argues that free spectrum policies can incentivize small telecom operators to expand services into underserved rural regions. Using Ghana as a case study, the author demonstrates how spectrum allocation policies can drive universal access to telecommunications across sub-Saharan Africa.
-
Analyses and comparisons of fixed access technologies for rural broadband implementation
This paper evaluates fixed broadband technologies for rural deployment in Croatia by analyzing costs and profitability. The authors model and compare three systems—PLC, ADSL, and WiMAX—across different rural scenarios, calculating implementation costs using standard financial methods. The analysis identifies which technologies work best under specific rural conditions and highlights factors that drive broadband access costs.
-
Broadband Internet Service Helping Create a Rural Digital Economy
Broadband internet service enables rural communities to participate in the digital economy by reducing geographic barriers to commerce and information access. The paper examines how broadband infrastructure supports rural economic development through business creation, job growth, and improved access to markets and services that were previously limited by distance and connectivity constraints.
-
The Long Tail of Loop Distance for Broadband over Power Lines: Finding a New Niche for Rural Telecommunications in Brazil
Broadband over power lines (BPL) technology transmits internet signals through existing electrical infrastructure, offering a cost-effective alternative to cable and DSL for rural areas. This study evaluates BPL's potential as a telecommunications solution for remote regions in Brazil, examining how it can deliver high-speed backbone connectivity and last-mile access through residential power distribution networks.
-
Making Sense of Broadband in Rural Alberta, Canada
Rural Albertans shaped how they understood and used the SuperNet, a government broadband infrastructure project. The research found that community members actively interpreted the technology through their existing internet practices and local needs. Economic, political, and cultural factors at provincial and national levels influenced how rural users adopted and creatively appropriated broadband access.
-
Wireless broadband technologies for regional and rural Australia
Wireless broadband technologies offer a cost-effective alternative to wired networks for delivering high-speed internet to regional and rural Australia. Because last-mile connections are expensive for providers using wired infrastructure, wireless deployment—with lower capital and operational costs—solves connectivity problems more effectively for remote populations.
-
The Rural Wings Project: Bridging the Digital Divide with Satellite-Provided Internet. Phase I: Identifying and Analysing the Learning Needs of 31 Communities in 10 Countries
The Rural Wings project investigated digital access needs across 31 rural communities in 10 European countries. Researchers found that digitally isolated communities—particularly in mainland and island highlands—lack reliable infrastructure and ICT connectivity. Communities identified multiple reasons for needing better internet access: education, language learning, government services, news, medical services, and weather information. The study maps European patterns in rural digital exclusion and identifies satellite internet as a viable long-term solution.
-
Bridging the Digital Divide in Rural Appalachia: Internet Usage in the Mountains
This study examines how the Melungeon community in Appalachia uses the Internet to connect with others and trace their genealogy. Through oral history interviews, the research shows that Internet usage has become an effective tool for this historically isolated group to uncover community history, folklore, and family connections. A popular Melungeon website receives over 21,000 monthly hits, demonstrating significant digital engagement within the community.
-
The Impact of Digital Infrastructure on Rural Household Financial Vulnerability: A Quasi-Natural Experiment from the Broadband China Strategy
China's Broadband China pilot policy significantly reduced financial vulnerability among rural households between 2012 and 2020. The policy strengthened financial resilience particularly for female-headed and spousal-headed households in regions lacking advanced digital finance infrastructure. Digital infrastructure increased household income through land transfer opportunities and boosted non-farm employment and financial literacy, creating pathways to greater financial sustainability in rural areas.
-
Rural broadband usage: analysing satisfaction and internet speed
Rural households in the US Midwest use less internet throughput than satisfied households require, revealing a gap between actual consumption and satisfaction needs. Researchers collected high-resolution data through device monitoring and surveys, finding connections between internet speed, reliability, and user satisfaction. These findings challenge how broadband standards are currently set for rural areas.
-
Analysis of rural broadband adoption dynamics: A theory-driven agent-based model
Rural broadband adoption lags behind demand, especially after COVID-19 exposed digital divides. This paper develops an agent-based model grounded in behavioral theory to predict how rural residents adopt broadband internet. The model shows that adoption rates rise when more neighbors already use internet and when prices drop. Policymakers and internet providers can use such simulations to target infrastructure investment and design subsidies that effectively reduce the digital divide.
-
Digital Divide & Inclusive Education: Examining How Unequal Access to Technology Affects Educational Inclusivity in Urban Versus Rural Pakistan
Rural Pakistan faces severe digital divides that exclude learners from quality education. The paper compares urban and rural areas, finding stark disparities in technology infrastructure, internet access, and computer literacy. Government policies have failed to close these gaps. The authors recommend expanding digital infrastructure in rural regions, training teachers in technology use, and implementing equitable resource policies to ensure all Pakistani students can access educational technology.
-
Performance Evaluation of RF-Powered IoT in Rural Areas: The Wireless Power Digital Divide
This paper evaluates wireless power transfer for battery-less IoT devices in rural areas using ambient radio-frequency signals. The researchers model rural networks with base stations and access points as RF signal sources and analyze coverage probability based on energy harvesting and signal quality requirements. Devices at the center of rural areas achieve twice the coverage of edge devices, and deploying 100 access points in small rural areas (under 100m radius) can support over 80% of RF-powered IoT devices.
-
Using I-Hubs for Bridging The Gap of Digital Divide in Rural Kenya
Innovation hubs in Kenya bridge the digital divide by providing rural residents with internet access, mentorship, and resources to develop ideas and innovations. The research shows these hubs successfully connect previously excluded communities to digital economy opportunities. However, the government must establish more hubs in underserved rural areas to expand digital business development and increase ICT-driven GDP growth.
-
Digital Twin Assisted Closed-Loops for Energy-Efficient Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas
This paper proposes a digital twin system to improve 5G Fixed Wireless Access networks in rural and low-density areas. The approach uses closed-loop resource allocation and reinforcement learning to distribute radio and cloud computing resources efficiently while meeting service quality requirements and minimizing energy costs. Results demonstrate the system satisfies delay requirements while reducing energy consumption compared to baseline methods.
-
A Survey of 5G for Rural Broadband Connectivity
5G networks using sub-6 bands can deliver broadband connectivity to rural and remote areas where two billion people lack wireless coverage. The paper analyzes 5G applications in agriculture, e-health, and e-education for underserved populations. It identifies financial barriers mobile operators face and proposes sustainable approaches to overcome technical and economic challenges in rural 5G deployment.
-
Coverage is Not Binary: Quantifying Mobile Broadband Quality in Urban, Rural, and Tribal Contexts
This paper measures mobile broadband quality across urban, rural, and tribal areas in the United States. The researchers found that LTE networks in tribal and rural regions deliver significantly worse performance than urban networks, with 9 times poorer video quality, 10 times higher video delays, and 11 times worse throughput, even when customers have identical service plans. Coverage alone does not guarantee usable service.
-
Rural Development Research and Policy: Perspectives from Federal and State Experiences with an Application to Broadband
Rural economies persistently face disadvantages despite changing over time. This paper examines rural development research and policy at federal and state levels, drawing on broadband work experience. The author argues that better integration among federal and state governments, academia, and the private sector is essential for solving rural economic challenges. Stronger relationships between researchers and field practitioners would help anticipate future needs and enable timely problem-solving support.
-
Shaping “Digital Futures” in Alberta: Community Engagement for Rural Broadband Development
This paper examines the Digital Futures initiative in Alberta, a biannual symposium bringing together public, private, and community stakeholders to address rural broadband development. The authors show how iterative community engagement mechanisms create a productive cycle linking research and practice, demonstrating how engaged communications research tailored to local contexts can advance broadband deployment and sustainability in rural areas.
-
Evaluation of rural broadband network based on broadband universal service management system
China's rural broadband universal service program successfully expanded network access to villages in impoverished areas. Evaluation using key performance indicators shows that average network speeds reached 60 Mbps, significantly exceeding the 12 Mbps service obligation. The telecom industry's coordinated efforts have substantially increased broadband penetration in rural regions.
-
Affordable Broadband with Software Defined IPv6 Network for Developing Rural Communities
This paper examines how software-defined networking with IPv6 can deliver affordable broadband to rural communities in Nepal. The authors demonstrate that transitioning from legacy networks to software-defined IPv6 networks reduces energy consumption by 31.50% on switches and 55.44% on links, lowering operational costs for service providers. These savings enable more affordable broadband services for rural customers while addressing deployment challenges around technology choice, policy, skilled labor, and costs.
-
Using critical realism and reflexivity to explain broadband non-adoption in rural Australia
Australia's National Broadband Network rollout measures success through both infrastructure provision and user adoption. This paper argues that adoption has plateaued and researchers should focus on understanding why people reject broadband rather than why they accept it. Using critical realism and reflexivity, the authors explain the mechanisms behind non-adoption decisions and propose targeted strategies to convert disinterested non-users into adopters.
-
The Social Justice Framework in the Information Technology Rural Librarian Master’s Scholarship Program: Bridging the Rural Digital Divides
A scholarship program trained sixteen rural librarians in Appalachia to earn master's degrees through distance education, using a social justice framework. The program recruited paraprofessionals from Southern and Central Appalachian libraries and delivered part-time coursework synchronously online from 2010 to 2012. The initiative addressed digital divides by building local information technology capacity in underserved rural communities.
-
The New Telecommunications Sector Foreign Investment Regime and Rural Broadband
Canada's new foreign investment rules and wireless spectrum auctions aim to increase competition but will likely fail rural communities. Analysis shows new entrants prefer urban markets, and current regulations weaken the government's ability to meet telecommunications policy goals. The authors argue Canada needs a comprehensive national broadband plan rather than relying on market forces to deliver 4G services to rural and remote areas.
-
Techno-economic analysis for Rural Broadband Access Networks
This paper develops a techno-economic cost model for deploying broadband networks in rural areas worldwide. It identifies major benefits and challenges of rural broadband access, presents factors affecting costs and revenues, and proposes a technology selection strategy that incorporates technical, economic, regulatory, and funding considerations. The authors create an empirical model to calculate total costs and benefits, illustrated through a Germany case study.
-
The Need for Technological Innovations for Indigenous Knowledge Transfer in Culturally Inclusive Education
Indigenous knowledge systems in remote and rural communities face extinction due to colonization and cultural displacement. The paper proposes using information and communications technology to preserve oral and traditional knowledge systems and integrate them into community education. Technological innovation can help gather, store, and retrieve indigenous knowledge to support culturally inclusive education.
-
Broadband internet access for rural Africa: finding a viable model
Rural Africa lacks broadband internet despite cellular growth. This paper models the relationships between market, technology, and financial factors to determine viable broadband delivery. Satellite communications emerge as the most suitable technology. The authors define a cost-effective satellite service offering and argue that innovative billing models—similar to those that enabled cellular success in Africa—are critical for financial viability and rural economic integration.
-
Analyses and comparisons of technologies for rural broadband implementation
This paper analyzes the costs of deploying broadband networks in rural Croatia using techno-economic models. The authors compare DSL and WiMAX technologies across three rural scenarios, calculating implementation costs through standard profitability methods. The analysis identifies which factors in each scenario most affect broadband access costs, providing evidence to support rural broadband deployment as a driver of economic growth and quality of life.
-
Implications on Rural Adult Learning in the Absence of Broadband Internet
Rural adults lack broadband internet access, limiting their participation in online learning. This study identifies seven predictors that influence why rural learners choose online education despite connectivity barriers. The research reveals that rural learners have different educational needs and preferences than urban counterparts, and broadband expansion could reduce isolation while improving literacy programs and learning outcomes in dispersed communities.
-
Bridging digital divide: The role of ICT for rural development in India
Information and communication technologies can reduce poverty and economic inequality in rural India by bridging the digital divide. The paper argues that ICT adoption requires foundational infrastructure development, particularly converting local languages into computer-compatible formats. This transformation enables rural economies and societies to access information and participate in digital development.
-
Addressing digital divide: experiment on tele-medicine applications using broadband wireless system in rural areas
Researchers implemented a broadband wireless LAN system in rural hospitals in Vietnam's Hatinh province to deliver telemedicine services. The project tested video transmission, X-ray image sharing, and electronic medical document exchange. User surveys revealed system effectiveness and identified lessons for expanding telemedicine applications in rural healthcare settings.
-
Expanding broadband access in rural India: the role of alternative telecommunications networks
Rural India's 500 million people across 600,000 villages lack access to broadband and digital connectivity that urban areas enjoy. This isolation prevents rural communities from accessing agricultural best practices, market information, and economic opportunities. The paper examines alternative telecommunications networks as a solution to expand broadband access and bridge the rural-urban digital divide.
-
Social vulnerability, lower broadband internet access, and rurality associated with lower telemedicine use in U.S. Counties
Analysis of 8 million U.S. telemedicine sessions reveals that rural counties use telemedicine at lower rates than urban counties. Broadband internet access and rurality are stronger predictors of telemedicine use than social vulnerability factors. The relationship between social vulnerability and telemedicine adoption differs significantly between rural and urban areas, with greater variability in urban counties.
-
Bridging the urban–rural divide: digital literacy as a catalyst for enhancing physical exercise participation in China
Digital literacy significantly increases physical exercise participation in China, with stronger effects for rural residents. Using data from 18,336 participants, the study finds that improved digital skills help rural people overcome structural barriers to physical activity. Enhancing digital competencies in rural areas could reduce urban-rural health disparities and advance health equity through better access to exercise information and resources.
-
Bridging the digital divide: how does rural digitalization promote rural common prosperity?
Rural digitalization in China significantly promotes common prosperity by improving economic and social outcomes across provinces from 2011 to 2021. Government transfer payments strengthen this effect, while strict pollution fees can weaken it. Digital rural development creates spillover benefits for neighboring regions, though these advantages decrease with distance. The impact varies substantially by region, sector, and time period.
-
Digital Inclusive Finance and Farmer Entrepreneurship: Pathways to Sustainable Development in Rural Ghana
Digital financial services significantly boost farmer entrepreneurship in rural Ghana, increasing entrepreneurial activity by 10-49% depending on the analytical method. Access to digital finance, digital literacy, and household income all drive farmers to adopt entrepreneurial approaches. The study recommends governments invest in digital infrastructure, reduce transaction costs, and fund digital literacy programs to promote rural entrepreneurship and sustainable development.
-
Mapping and Spatial Analysis to Expand Rural Broadband Access
Rural broadband access remains limited despite its importance for economic development and precision farming. This paper presents GIS and remote sensing methods to identify where broadband expansion would have the greatest agricultural impact and to locate vertical infrastructure assets that could support network expansion. Applied to Illinois counties, the approach quantifies crop production potential in unserved areas and automates mapping of suitable tower locations using LiDAR data to guide broadband investment decisions.
-
Digital Divide or Digital Bridge? Evaluating the Impact of ICT Integration in South Africa’s Rural Schools
South Africa's policy to integrate ICT into rural schools through laptops and tablets has failed to bridge the digital divide. Teachers lack training to use these technologies effectively, and implementation remains uneven, favoring urban smart schools over rural ones. The study recommends comprehensive teacher training, wider device distribution to primary schools, curriculum reform, and independent professional development to achieve meaningful ICT integration across all schools.
-
ICT adoption, commercial orientation and productivity: Understanding the digital divide in Rural China
Chinese smallholders who adopt information and communication technologies—smartphones and internet-connected computers—increase their commercial farm orientation and boost productivity significantly. Land productivity rises 21.3% and labor productivity 28.2% with ICT adoption. Commercial orientation itself improves labor productivity by 35.9%. Young farmers and small-scale operators benefit most. The study recommends policymakers invest in ICT training, digital infrastructure, and support for commercial smallholder production.
-
Examining gender and urban-rural divide in digital competence among university students
This study surveyed 241 university students in Pakistan to measure digital competence across gender and urban-rural divides. Gender showed no significant differences in digital competence. However, students at rural-located universities demonstrated significantly lower digital competence than those at urban universities. Digital skill levels—operational, informational, and strategic—did not differ significantly among participants. The findings highlight a rural disadvantage in digital preparedness among university students.
-
Renewable Energy Powered and Open RAN-Based Architecture for 5G Fixed Wireless Access Provisioning in Rural Areas
This paper proposes a renewable energy-powered 5G Fixed Wireless Access system using Open RAN architecture to serve rural and low-density areas cost-effectively. The system uses three nested control loops to optimize radio and energy resource allocation across edge cloud infrastructure. The authors employ reinforcement learning and convex optimization to balance communication performance with energy costs, achieving 97% compliance with service delay requirements while reducing deployment expenses.
-
A techno-economic model for future deployment of fixed broadband services to stimulate development across rural Africa
This paper develops a techno-economic model for deploying fixed broadband services across rural Africa. The authors analyze capital and operating costs for terrestrial and high-altitude platform networks, then simulate deployment scenarios. They find that broadband expansion is financially feasible in rural Africa, with high-altitude platforms proving more cost-effective than ground-based networks. The model provides cost estimates per person and household.
-
An interdisciplinary telemedicine innovation to enhance pediatric diabetes care in rural communities: A proposed practice initiative
A nurse-led telemedicine model improves pediatric diabetes care in rural communities by eliminating long-distance travel to appointments. The initiative uses telehealth technology to increase access to specialty care, reduce costs, and improve patient outcomes. The approach is feasible, reimbursable, and accepted by families and providers, demonstrating how nurses can lead innovative care delivery models in rural settings.
-
Printed Modular Resources for Mathematics Education: Enhancing Distance Learning in Rural Public Junior High Schools during the COVID-19 Pandemic
During COVID-19, rural junior high school students in the Philippines received printed mathematics modules as distance learning materials. The study surveyed 607 students and found that module quality and physical features were consistently high across schools. Students' prior mathematics knowledge was also rated high. Differences appeared based on school type, but not by student gender or distance from school.
-
Impact evaluation of broadband investment on coverage and household internet use in rural areas
Spanish rural municipalities that received broadband investment subsidies significantly increased their high-speed internet coverage between 2013 and 2019, narrowing the rural-urban divide. However, improved broadband coverage alone did not substantially increase household internet use in rural areas. The study reveals a persistent digital divide, with rural coverage at 38% compared to 90% in urban areas, suggesting that infrastructure investment must be paired with other interventions to drive actual adoption.
-
Bridging the rural divide: The impact of broadband grants on US agriculture
The Community Connect Grants Program, which funds broadband infrastructure in rural US communities since 2002, increased crop productivity by 9.3 percent within three years of receiving grants. Low-income areas saw even larger gains, ranging from 6.3 to 13.8 percent. The study demonstrates that expanding high-speed broadband in rural regions directly boosts agricultural productivity.
-
A Bridging the Digital Divide in Education: Disparities in Google Classroom Utilization and Technical Challenges among Urban and Rural Teachers
Rural teachers in Indonesia face significantly greater technical barriers and use Google Classroom less frequently than urban teachers, reflecting a persistent digital divide in school infrastructure and internet connectivity. The study surveyed 395 secondary teachers and found rural areas lack adequate ICT resources. The authors recommend region-specific interventions including targeted digital literacy training and equitable device distribution to enable inclusive online learning across geographical areas.
-
Gender Differences in the Digital Divide, Digital Back-Feeding, and Health-Related Quality of Life Among Rural Older Adults: Cross-Sectional Study
In rural China, 71% of older adults experience the digital divide, which significantly reduces their health-related quality of life. Digital back-feeding—receiving digital support from family members—buffers this negative effect, but only for women. The study calls for gender-tailored digital inclusion policies that encourage adult children to engage digitally with their mothers in rural communities.
-
Bridging the digital divide in rural Thailand: Understanding potential factors influencing Starlink's satellite internet adoption
This study identifies factors influencing Starlink satellite internet adoption in rural Thailand. Analyzing 806 survey respondents, researchers found that age, education, device ownership (tablets and wearables), and social media engagement significantly predict service adoption. The findings enable policymakers and service providers to design targeted strategies that increase rural broadband access and digital inclusion, supporting socio-economic development in underserved Thai communities.
-
Digital Divide: Facilitating Conditions and Usage of Google Classroom for Teachers in Rural and Urban Secondary Schools in Malaysia
Rural teachers in Malaysia face greater technical obstacles and use Google Classroom less frequently than urban teachers, despite similar network and infrastructure challenges. The study surveyed 395 secondary school teachers and found significant differences in technical issues and platform usage between rural and urban settings. The authors recommend targeted technical support, training, and resource allocation to rural schools to reduce educational inequality.
-
Digital Twin Backed Closed-Loops for Energy-Aware and Open RAN-Based Fixed Wireless Access Serving Rural Areas
This paper proposes a digital twin system to manage energy and radio resources for Fixed Wireless Access networks serving rural areas. The system uses reinforcement learning and optimization techniques to distribute resources between edge cloud instances and households while minimizing energy costs and meeting service requirements. Testing shows the approach efficiently allocates both radio and energy resources in rural broadband deployments.
-
Towards a low-cost sustainable broadband solution in rural areas of low and middle-income countries: Tanzania’s backhaul perspective
This paper compares microwave and broadband over power line (BPL) technologies for rural backhaul infrastructure in Tanzania. Both technologies deliver adequate broadband capacity, but BPL costs significantly less—one microwave link costs roughly six times more than a BPL link. The findings suggest BPL offers a more economically viable solution for extending broadband to remote rural areas in low and middle-income countries.
-
Assessing the Economic Benefits of Demand Response for Rural Area Off-Grid Microgrids in Emerging Markets
Researchers tested demand response programs in a rural Namibian microgrid serving five households with renewable electricity and internet access. Using actual consumption data and economic modeling, they found that demand response reduces system costs, extends battery storage lifespan, and lowers the levelized cost of energy. These results support scaling the approach from small microgrids to larger mini-grids in emerging markets.
-
From “Data Silos” to “Collaborative Symbiosis”: How Digital Technologies Empower Rural Built Environment and Landscapes to Bridge Socio-Ecological Divides: Based on a Comparative Study of the Yuanyang Hani Terraces and Yu Village in Anji
Digital technologies can bridge rural social-ecological divides by integrating fragmented data and restructuring community engagement. A study of two Chinese villages—Yu Village and Hani Terraces—shows that digital platforms drive different empowerment pathways depending on local context. Yu Village achieved 85% participation and 25% tourism revenue growth through mobile governance apps, while Hani Terraces used cooperative-mediated engagement to reach elderly farmers and increased agricultural value by 12%. Digital tools function as catalysts for context-specific rural governance and sustainable revitalization.
-
Mitigate or exacerbate? Assessing digital engagement's impact on mental health inequalities across gender and urban–rural divides
Digital engagement improves mental health outcomes for Chinese adults and reduces mental health inequalities across gender and urban-rural divides. The effect is stronger for urban-rural disparities than gender disparities. Digital engagement simultaneously enhances overall mental health while narrowing inequality gaps, suggesting that increasing digital access and use can address both mental health levels and equity concerns in China.
-
Bridging the Digital Divide: Advancing Equitable Internet Access in Rural Kenya for Sustainable Development
Kenya has achieved 85% internet penetration through cellular networks and government initiatives, but rural areas remain underserved due to infrastructure gaps, high costs, and low digital literacy. The paper evaluates connectivity models including community networks, wireless ISPs, and satellite internet, identifying affordability and regulatory barriers as persistent challenges. It proposes integrated strategies combining infrastructure investment, affordable services, and digital literacy programs through government, private sector, and community collaboration to achieve equitable rural access.
-
Bridging The Digital Divide : The Role of Technology in Enhancing Rural SMES in Indonesia
Rural small and medium enterprises in Indonesia face a significant digital divide caused by limited infrastructure, low digital literacy, and weak government support. While digital technology could boost their competitiveness and revenue, adoption remains limited. The study recommends stronger collaboration between government, technology providers, and SMEs to accelerate technology adoption and improve rural business competitiveness in the digital economy.
-
Unveiling the Spatial Coupling Dynamics and Coordination Mechanisms Between Digital Inclusive Finance and Rural Industrial Integration Development
Digital inclusive finance and rural industrial integration in China show strengthening coordination from 2011 to 2021, though industrial integration lags behind financial development. Eastern and northeastern regions lead in coordination levels, while central and western regions lag significantly. Regional disparities are narrowing due to spatial spillover effects and clustering patterns. The study recommends expanding digital finance in rural industries, reallocating resources to underdeveloped areas, and strengthening regional coordination mechanisms.
-
Has the Development of Broadband Infrastructure Improved Household Energy Consumption in Rural China?
Broadband infrastructure expansion in rural China increases household energy consumption and accelerates adoption of cleaner fuels. Higher-income and better-educated households benefit most from broadband access. The policy drives change through technological innovation, improved energy efficiency, and greater environmental awareness. These findings show broadband's role in supporting China's carbon neutrality goals and energy transition.
-
Research on the Innovation of Rural Tourism E-commerce Development Path in the Internet Era
This paper develops an e-commerce mobile platform for rural tourism using F-PBFT algorithms, collaborative filtering, and VR technology. Applied to Battle Flag Village in China, the platform increased net profit margins to 47.84% and generated nearly 242,000 peak-hour searches, demonstrating how digital tools can boost rural tourism businesses and attract visitors to remote areas.
-
Integration of E-Learning Platforms in Moroccan Higher Education: Assessing the Technological Leap and Addressing the Digital Divide Among Urban and Rural Students
Morocco's higher education institutions adopted e-learning platforms to modernize education, but the technology created disparities between urban and rural students. The study found significant gaps in internet connectivity and device access, with rural students facing greater barriers. E-learning improved student engagement and academic performance overall, yet rural students benefited less. The researchers recommend upgrading digital infrastructure, providing financial aid, and strengthening digital literacy programs to ensure equitable access across regions.
-
Can telemedicine reach rural, older veterans on the edge of or caught in the digital divide? – Unique considerations for two distinct populations
A national telemedicine program serving rural older veterans through VA clinics identified two distinct populations with different barriers to digital healthcare. Some veterans on the edge of the digital divide faced access risks from declining health or economic status. Others were completely caught in the divide—lacking reliable internet, devices, or skills—including isolated veterans with trauma histories and institutional distrust. The study reveals that structural supports must address these specific contextual factors to expand telemedicine reach.
-
Impact of digital inclusive finance development on rural industry revitalization—Observations of rural China
Digital inclusive finance development significantly promotes rural industry revitalization in China, according to analysis of provincial data from 2012-2021. The effect operates primarily through depth of use and digitization rather than coverage breadth. Digital finance drives rural revitalization by fostering integration across primary, secondary, and tertiary industries. Regional variation exists, requiring tailored development strategies suited to local conditions.
-
A COMPARATIVE ANALYSIS OF URBAN AND RURAL BROADBAND PENETRATION AND ACCESS TRENDS IN SOUTH AFRICA
This paper compares broadband penetration and access patterns between urban and rural areas in South Africa. The authors examine how broadband connectivity differences affect socio-economic development opportunities, highlighting the disparities in ICT access between these regions and their implications for development outcomes.
-
Augmented Reality for Teaching Storytelling in a Rural Foundation Phase Primary School: Integrating a Place-Based Approach
This study combined augmented reality technology with place-based teaching to improve storytelling instruction in a rural South African primary school. Teachers and students using AR-enhanced activities showed greater motivation, engagement, and problem-solving skills compared to traditional instruction. The research demonstrates that technology-integrated, team-based learning approaches significantly improve literacy outcomes in rural classroom settings.
-
Bridging the digital divide: a comparative study of digital literacy and access in rural communities in China and Nigeria
Rural communities in China and Nigeria face significant digital divides shaped by infrastructure, policy, and socioeconomic factors. Nigeria experiences greater barriers to digital access and literacy than China, particularly among older populations. The study reveals that policy responses and living standards differ markedly between countries. Culturally and linguistically tailored digital literacy campaigns targeting older rural residents could improve digital inclusion and access.
-
Bridging the digital financial divide: the role of financial literacy in rural–urban disparities in mobile money account ownership in Tanzania
Financial literacy is a major driver of rural-urban disparities in mobile money adoption in Tanzania, accounting for 22.6% of the ownership gap. While digital infrastructure has expanded, capability to use these services remains unequally distributed. Higher-income users convert financial knowledge into adoption more effectively than poorer groups. Addressing inequalities requires integrating targeted financial literacy programs into digital finance policy alongside infrastructure expansion.
-
EXPANDING RURAL BROADBAND IN AMERICA: CHALLENGES, OPPORTUNITIES, AND POLICY IMPLICATIONS
Rural areas in the United States lack reliable, affordable broadband access, creating economic, educational, and social inequities. This paper examines barriers to rural broadband deployment and identifies solutions including community-led initiatives, public-private partnerships, and federal programs like BEAD. The author recommends sustainable funding models, improved regulations, and emerging technologies to achieve universal connectivity and reduce digital disparities.
-
Sisyphus’s Broadband: Exploring models of rural community participation in digital infrastructure and connectivity
Rural communities face persistent digital divides in infrastructure and internet access. This paper develops a set of models describing different approaches rural communities use to build local internet connectivity. The models aim to help communities understand their options and challenges when pursuing community-led digital infrastructure initiatives, addressing a gap in empirical evidence about which approaches work best.
-
Online grocery purchasing in Mississippi: associations with broadband, rurality, and household characteristics
Higher education and income levels increase online grocery purchasing adoption in Mississippi, while age and rural residence act as barriers. Broadband quality shows inconsistent associations with online grocery use despite widespread internet disparities. The study reveals that both structural factors like internet access and individual characteristics shape whether rural and low-income residents use online grocery services.
-
Looking beyond digital broadband speeds: Rural British Columbian’s experiences with internet connectivity as a basic necessity
Rural British Columbians with and without high-speed internet show more similarities than differences in digital readiness and confidence. Those without high-speed access tend to be older, more remote, use fewer devices, and experience more frustration, yet use the internet at comparable frequencies. Both groups recognize connectivity benefits but report disconnects between expectations and reality of high-speed internet service.
-
Leveraging ICT for Knowledge-Driven Agripreneurial Innovations: Advancing Sustainable Development Goals in Rural Economies
This study examines how information and communication technology (ICT) infrastructure, knowledge of sustainable practices, and ICT literacy influence farmers' adoption of sustainable agricultural innovations. Using structural equation modeling on survey data, the researchers found that all three factors significantly drive adoption, with knowledge acquisition for sustainable practices having the strongest effect, followed by ICT infrastructure access and ICT literacy.
-
Bridging the digital divide: exploring undergraduate students’ experiences with learning management systems in a rural South African University
Undergraduate students at a rural South African university face significant barriers to using learning management systems, including poor digital infrastructure, limited digital literacy, and inconsistent faculty engagement. While students recognize potential benefits like learning flexibility, their actual experience depends heavily on institutional support for technology and culturally responsive teaching. The study recommends infrastructure improvements, digital training, and pedagogical integration to bridge the digital divide in under-resourced settings.
-
Based on capital theory to exploring the digital health divide and determinants among urban and rural older adults in China: Cross-sectional study
Rural older adults in China face significant barriers to digital health services compared to urban peers. The study identifies three levels of digital divide: access, usage, and outcomes. Digital usage divide is most pronounced and driven primarily by cultural capital, social support, economic resources, and habits. Cultural and social capital account for over half the urban-rural gap. Targeted interventions addressing policy, motivation, economics, culture, and social support can reduce these disparities.
-
The Three Levels of the Rural Digital Divide in China: Spatial Patterns and Regional Disparities
China's rural digital divide operates across three dimensions—access, usage, and outcomes—with significant regional disparities. Eastern coastal regions show the strongest digital development but face outcome gaps, inland areas struggle with usage, and northwestern regions lack basic access. Coastal areas benefit from multiple reinforcing factors, while inland regions depend on single factors, creating exclusion risks. The study recommends region-specific policies to address these distinct challenges.
-
Rural–Urban Digital Divide: Evidence From Indian States
This study measures the rural-urban digital divide across 18 Indian states by constructing indices for digital infrastructure and digital skills in both rural and urban areas. The researchers find that digital progress in India is unevenly distributed, with significant gaps between rural and urban populations and between wealthy and low-income states. Rural areas and poorer states lag substantially behind in both infrastructure and skills, revealing that India's digital growth story excludes large segments of the population.
-
Navigating the digital divide in open distance and e-learning: perspectives from urban and rural student teachers
Rural student teachers in South Africa face significant barriers to digital learning compared to urban peers, including unreliable internet, limited resources, and weak institutional support. Rural teachers rely on mobile tools and self-directed learning while urban students access advanced platforms and structured training. Closing this digital divide requires more than devices—it demands targeted digital literacy training, mentorship programs, and infrastructure improvements to enable equitable technology integration in classrooms.
-
Digital rural development and the alleviation of the urban-rural digital divide: An analysis based on the theory of co-production
Digital village initiatives in China significantly reduce the urban-rural digital divide through multi-actor collaboration involving institutional reform, resource allocation, and adaptive governance. Analysis of 30 provinces from 2013–2021 identifies three effective pathways: service-space optimization, digital-infrastructure resilience, and digital-industrial co-evolution. Success requires balancing technology with institutional equity and spatial rebalancing, particularly in central and western regions.
-
‘Cloud for Youth’: An implementation research of cloud‐based solutions for bridging the digital divide in rural China
Cloud for Youth, an educational charity project in rural China, uses cloud technology to address the digital divide by improving access, enabling effective use, and building digital literacy among teachers and students. The project succeeds when cloud solutions adapt to local needs, demonstrate benefits over traditional teaching, and involve strong school-external partnerships. Implementation faces obstacles including unreliable internet, insufficient teacher training, institutional resistance to digital transformation, and lack of professional development support.
-
Bridging the digital divide to promote inclusive education in Zimbabwean rural secondary schools: A case of Mwenezi District
Rural secondary schools in Zimbabwe's Mwenezi District lack digital infrastructure, network coverage, and ICT equipment needed to implement the updated national curriculum. The study identifies the digital divide as a major barrier to inclusive education in remote and resettlement areas. Researchers recommend improving network coverage, installing solar projects, and providing hardware and software support to enable rural teachers and learners to meet 21st-century curriculum demands.
-
Digital divides and youth cultural participation in rural contexts in Ecuador
Rural youth in Ecuador's Zone 5 face digital divides that prevent cultural participation. Young people with stable internet and digital skills training show higher technological confidence and engage more in online cultural communities. Those with unstable connections and basic devices struggle to access digital cultural opportunities. The study reveals digital exclusion involves more than infrastructure—it requires addressing education, cultural barriers, and symbolic access through targeted public policies.
-
Bridging the Divide: Digitalization and Young Rural Women in Bulgaria
Young rural women in Bulgaria face significant barriers to digital engagement, with 73% experiencing unreliable internet access and 67% lacking adequate digital literacy training. Structural inequalities rooted in limited infrastructure, gender norms, and educational gaps prevent these women from participating in the digital economy. The study calls for gender-sensitive policies expanding broadband access and digital skills programs to enable social mobility and regional economic growth.
-
Home-Based Digital Technologies to Support Aging-in-Place for Rural African American People With Alzheimer Disease and Their Care Partners: Protocol for a Mixed Methods Feasibility Study
This study investigates remote monitoring technologies to support rural African American people with Alzheimer's disease aging at home. Researchers will identify barriers to aging-in-place and assess attitudes toward remote monitoring, then test a home-based system over 18 months to measure usability, acceptability, and feasibility. Findings will guide development of tailored interventions for this underserved population with the highest dementia rates but least access to formal care.
-
Navigating Deep Learning Pedagogy in Rural Classrooms: A Qualitative Study on Teacher Readiness and Innovation in Indonesian Elementary Schools
Teachers in rural Indonesian elementary schools lack sufficient understanding of deep learning approaches and struggle to implement digital innovation in classrooms. Limited training, inadequate infrastructure, weak institutional support, and low self-efficacy create systemic barriers. The study calls for context-specific teacher training programs and supportive school policies to enable sustainable digital transformation in low-resource rural environments.
-
Using renewable energy for rural connectivity and distance education in Latin America
Renewable energy technologies, particularly photovoltaic systems, enable rural connectivity and distance education services across Latin America, especially in isolated communities without grid electricity. Sandia National Laboratories and partners support this expansion through capacity building and technology development, focusing on Mexico and Central America with funding from USAID and the US Department of Energy.
-
Training Rural Educators in Kentucky through Distance Learning: Impact with Follow-up Data
The TREK-DL project delivered distance education courses in special education to rural Kentucky graduate students since 1989. Surveys showed students were satisfied with course content and delivery formats, though technology issues occurred. Graduates implemented best practices for children with disabilities in their work and shared these practices with colleagues, creating systemic changes at their employment sites.
-
Widening the Digital Divide: The mediating role of Intelligent Tutoring Systems in the relationship between rurality, socioeducational advantage, and mathematics learning outcomes
An analysis of 66,451 Australian high school students shows that intelligent tutoring systems in mathematics amplify rather than reduce educational inequality. Students from affluent urban schools use the platform more extensively and achieve better outcomes, while rural and disadvantaged students benefit less. The technology mediates existing disparities, creating a Matthew Effect where privileged students gain disproportionate advantages, widening rather than narrowing achievement gaps.
-
Broadband and rural development: Impacts of the U.S. Department of Agriculture Broadband Initiatives Program on saving and creating jobs
The USDA's Broadband Initiatives Program reduced employment losses in rural areas compared to non-program regions, with stronger effects in metropolitan counties and service sectors. Businesses in program areas showed better survival rates than those outside the program, though impacts varied by location, business type, and industry.
-
How does the development of rural broadband in China affect agricultural total factor productivity? Evidence from agriculture-related loans
Rural broadband development in China significantly increases agricultural total factor productivity, primarily by expanding access to farm-related loans. The productivity gains concentrate in central regions and areas with higher rural incomes. The effect only materializes once broadband infrastructure reaches a critical threshold, suggesting that digital transformation requires sufficient infrastructure investment before financial benefits emerge.
-
Assessing Digital Financial Literacy and Its adoption in Microfinance Services Among Rural Women
Rural women possess moderate digital financial literacy but show surprisingly low adoption of digital microfinance platforms despite knowing about them. Trust, confidence, and security concerns—not lack of knowledge—drive this gap. The study recommends confidence-building measures and digital training programs to increase rural women's use of digital financial services and microfinance transactions.
-
Synergistic Development of Digital Inclusive Finance and Rural E-Commerce—Research on Mechanisms, Challenges and Optimization Paths
Digital inclusive finance and rural e-commerce reinforce each other in China's rural development. Digital finance expands service reach, cuts costs, and strengthens risk management for rural e-commerce, while e-commerce provides financial institutions with customer bases and risk data. The paper identifies barriers including insufficient financial supply, technology gaps, weak logistics, and regional imbalances. Solutions include strengthening financial systems, improving technology infrastructure, enhancing rural logistics, building rural brands, and fostering multi-stakeholder collaboration.
-
Rural Broadband Architecture For Efficient Service Delivery
Rural broadband connectivity transforms lives in developing countries by enabling education, healthcare, agriculture, banking, and disaster preparedness. Existing siloed architectures have failed to bridge the digital divide. This paper proposes a novel broadband service delivery architecture that leverages existing infrastructure, supports multiple technologies, includes a common service layer, and deploys a lightweight rural digital marketplace. The platform targets widespread ICT adoption across rural populations while respecting economic and social diversity.
-
Mobile Health and Chronic Care: Using GIScience to Assess Health Care Accessibility among Broadband Subscribers in Nebraska’s Micropolitan and Rural Areas
This study uses geographic information systems to analyze how broadband internet access affects rural and micropolitan residents' ability to reach healthcare providers for chronic conditions. Researchers compared travel times to medical facilities for broadband customers in Nebraska, revealing differences between rural and micropolitan areas. The findings show how internet speed variations influence who can actually use mobile health services, demonstrating GIScience's practical value for addressing rural healthcare access problems.
-
High speed broadband and the employment quality of rural migrant workers in China
High-speed broadband expansion in China improved employment quality for rural migrant workers by increasing wages, reducing overtime, and boosting job stability. The effect operated primarily through enabling remote work flexibility. Younger, female, and more educated workers experienced larger gains. The policy shift toward faster internet and lower rates around 2015 drove measurable improvements in working conditions across multiple dimensions.
-
Planning for Rural Broadband
Rural broadband expansion programs receive insufficient uptake because communities lack awareness and planning capacity. This study examines university-community partnerships in two Florida counties that successfully facilitated broadband planning discussions. The researchers identify how local partnerships mobilized community resources and planning practices, then recommend strategies for replicating community-based broadband planning approaches in other rural areas.
-
“Does Digital Education Bridge the Urban-Rural Divide in STEM Education in China? Analyzing Accessibility, Engagement, and Outcomes”
Digital education platforms have expanded STEM access in rural China, but significant gaps persist. Rural students face obstacles including undertrained teachers, limited resources, and weak community support despite improved infrastructure. The paper argues that targeted interventions—better teacher training, stronger parental engagement, and customized programs—are essential to close the urban-rural education divide and improve both immediate learning outcomes and long-term educational aspirations.
-
Analysing the Digital Divide Factors: Evidence of a Rural-urban Comparison from an Indian District
This study identifies factors causing digital inequality between rural and urban areas in Alipurduar district, India. Network connectivity, English language deficiency, and gender emerged as the strongest barriers to technology access. Rural areas, particularly in hilly and forested regions, face significantly greater digital divides than urban centers. The research recommends improving network infrastructure, building digital literacy skills, and promoting English language education to reduce rural-urban and gender gaps in technology access.
-
The Fourth Industrial Revolution: Overcoming Digital Divides in Zimbabwean Rural Learning Ecologies
This study examines how Fourth Industrial Revolution technologies can reduce digital divides and improve educational access in rural Zimbabwe. The research finds that while 4IR methods like e-learning offer benefits including better information access, distance learning, and personalized instruction, rural students face technical, practical, and psychological barriers that harm academic performance. The authors recommend infrastructure investment, teacher training, curriculum changes, and public-private partnerships to help rural areas leverage 4IR technologies effectively.
-
Analysis of China's Policy on Bridging Urban-rural Digital Divide Based on the Mixed-Scanning Model
China's policies addressing the urban-rural digital divide show gaps in coverage and effectiveness. Using the Mixed-Scanning model, this analysis identifies that STEM education and rural internet training can bridge educational divides, while farmers need support finding digital roles in the big data economy. The government must address technical barriers and gender gaps through combined governance involving government, market, and citizens. AI technology offers promise for closing the cognitive divide.
-
Bridging The Digital Divide: A Comprehensive Analysis Of ICT Infrastructure In Rural Schools Of Jharkhand, India
Rural schools in Jharkhand, India lack adequate ICT infrastructure and resources. The study surveyed schools across the region using surveys, interviews, and observations, finding significant gaps in technology access and use. These deficiencies prevent effective digital learning in elementary education. The authors recommend targeted interventions to bridge the digital divide and provide practical policy recommendations for improving ICT adoption in rural schools.
-
Bridging the Digital Divide: The XGain Knowledge Facilitation Tool for Rural Connectivity
The XGain Knowledge Facilitation Tool helps rural communities bridge the digital divide by providing decision-making support for digital infrastructure deployment. The tool integrates socio-environmental and techno-economic assessments with business model proposals, enabling rural stakeholders to make informed choices about telecommunications technologies. This approach addresses rural connectivity challenges and promotes resilience and competitiveness in digital transformation.
-
IoT-Based Smart Management of Off-Grid Photovoltaic Systems in Rural and Remote Settings
This paper presents an IoT-based system for managing off-grid solar photovoltaic installations in rural and remote areas. The system enables remote monitoring and control of solar systems to prevent faults and improve energy efficiency. Researchers designed and tested a proof-of-concept demonstration system with both field-distributed and cloud-based components, developed through a European capacity-building project involving four Rwandan universities.
-
Indigenous Language Revitalization and Preservation in Canada: Strategies and Innovations
Indigenous languages in Canada face endangerment due to historical assimilation policies and residential schools. This paper examines current revitalization initiatives, government programs, and legislation supporting Indigenous language preservation. The author argues that new strategies using digital technologies and internet platforms can make language revitalization resources more accessible and effective across Canada.
-
Empirical Study on the Development of Digital Inclusive Finance on Narrowing the Consumption Gap between Urban and Rural Areas--Taking Shanxi Province as an Example
Digital financial inclusion in Shanxi Province narrowed the urban-rural consumption gap between 2011 and 2020 by lowering barriers to financial access. However, uneven regional development created disparities in effectiveness, with southern areas benefiting more than northern regions. Broader financial service coverage reduced consumption gaps more effectively than deeper usage, while increased digitization paradoxically widened gaps by creating a digital divide.
-
Digital Finance Helps “Five-in-one” Rural Revitalization Development
Digital finance can drive rural revitalization across five dimensions: industrial prosperity, ecological livability, cultural development, governance effectiveness, and living standards. The paper analyzes China's rural challenges and demonstrates how digital finance mechanisms support integrated rural development, offering practical recommendations for policymakers addressing the country's agricultural and rural areas.
-
Research on the Impact Mechanism of Green Finance on Rural Revitalization from the Perspective of Digital Economy Development Level
Green finance and digital economy development both substantially accelerate rural revitalization in China, according to analysis of provincial data from 2012 to 2020. Regional disparities in these dimensions narrowed over time. Increased rural cultural and recreational spending also correlates with rural development gains. The study recommends policymakers prioritize digital green finance initiatives to support rural revitalization and achieve common prosperity.
-
Research on the Impact of Digital Inclusive Finance on Rural Economic Development
Digital inclusive finance in rural China shows a strong negative correlation with primary industry value added, according to fixed effects modeling. The paper argues that despite digital technology's potential to improve financial service efficiency and accessibility, current implementation has not boosted agricultural economic output. The authors recommend governments coordinate digital and financial development simultaneously to build comprehensive rural economic systems.
-
Research on the Mechanism and Effects of Digital Inclusive Finance in Promoting the Development of Rural Revitalization: Based on Spatial Spillover Effects
Digital inclusive finance significantly promotes rural revitalization in China, both directly and indirectly through agricultural technological innovation. The effect varies by region, with strong impacts in eastern and western areas but weaker effects in central regions. Digital inclusive finance also generates positive spatial spillover effects that benefit neighboring areas' rural development.
-
Opportunities and Countermeasures for the Development of Rural Cross-border E-commerce Under the Context of Digital Inclusive Finance
Digital inclusive finance expands financial services to rural areas while reducing costs, creating opportunities for cross-border e-commerce development in China. The paper identifies how these financial innovations support rural e-commerce growth and related industries. It recommends strategies for governments, financial institutions, and rural enterprises to strengthen cross-border e-commerce expansion.
-
The Digital Divide and Gender Disparity: A Study of Rural Students in the Republic ofMoldova
A study of 1,526 rural middle school students in Moldova found that gender gaps in digital skills are narrowing. Boys and girls showed equal competence in navigation, communication, and problem-solving. However, girls significantly outperformed boys in digital content creation and online safety, with boys showing concerning vulnerabilities to digital threats. The research reveals a complex, evolving picture of gender and digital inequality in rural Moldova.
-
Motives and Challenges for Participating in Open and Distance Learning in Higher Education in Tanzania: A Case of Rural Women
Rural women in Tanzania pursue higher education through open and distance learning primarily to improve their socio-economic status and advance their careers through promotions and better employment opportunities. They face significant barriers including poor infrastructure, limited financial resources, socio-cultural constraints, and inadequate learning materials. The study identifies rural infrastructure development as critical to enabling greater participation of women in higher education.
-
Digital Divide in Rural Education in Chinese Schools: Exploring Issues and Opportunities
This study examined digital inequality in two rural Chinese schools, surveying 250 students and 50 teachers. Researchers implemented strategies to boost digital literacy and measured outcomes using specialized scales. Both students and teachers showed significant improvements in digital skills, particularly in educational and infrastructure domains. The findings provide evidence for policymakers developing targeted interventions to reduce the digital divide in rural education.
-
Examining the Impact of Digital Divide on Rural Multidimensional Poverty: Evidence From China
China's rural households face persistent multidimensional poverty despite income poverty reduction, worsened by digital inequality. Using household survey data from 2016–2018, the study finds that the digital divide significantly increases rural multidimensional poverty risk, with effects varying by internet use, access mode, region, and household head age. The digital divide constrains non-agricultural employment, weakens social networks, and reduces credit access—three key pathways linking digital exclusion to poverty.
-
Bridging the gap or widening the divide? Municipal decision-makers’ perceptions of healthcare digitalization in shrinking rural regions
Municipal decision-makers in shrinking rural Finnish regions view healthcare digitalization as a potential solution for aging populations, but worry it may deepen inequality rather than improve access. The study examines whether digital healthcare actually bridges gaps or widens divides in rural communities, considering both local accessibility and broader regional development impacts.
-
Bridging the Digital Divide: Exploring ICT Applications for Inclusive Education of Pupils with Special Educational Needs in Rural Zambia
A qualitative study in rural Zambia examined how ICTs support inclusive education for pupils with special educational needs. Researchers found that diverse technologies—from radios to assistive devices—enhance lesson delivery and personalized learning when integrated into classrooms. However, uneven implementation persists due to infrastructure gaps, inadequate teacher training, and misaligned curriculum policies. Realizing ICT's potential requires systemic reforms addressing digital inequality and teacher capacity.
-
Bridging the Digital Divide through E-Governance: An Empirical Study of Rural Inclusion and Service Accessibility in Madhya Pradesh, India
This study examines why rural people in Madhya Pradesh, India fail to use government digital services despite infrastructure investment. Using surveys of 360 rural residents, researchers found that digital literacy, institutional trust, and service quality—not just internet access—determine whether people adopt e-governance platforms. The study concludes that solving rural digital exclusion requires skills training, local support, and trust-building alongside technology deployment.
-
The usage divide of digital health technology in age-friendly home modifications: an ethnographic study among older adults in rural China
Rural older adults in China face significant barriers to using digital health technologies for home modifications, even when access is available. The study identifies obstacles including difficulty forming stable technology habits, challenges adapting to system updates, and cumulative frustration from repeated failures. These barriers explain why technological access alone fails to translate into genuine empowerment, highlighting the gap between availability and effective use in rural aging populations.
-
Digital Divide and Gender Disparities in Educational Technology Access Among Rural Tamil Nadu Households: A Multi-theoretical Analysis
This study of 378 rural Tamil Nadu households found stark gender disparities in educational technology access: 68% of boys but only 35% of girls had access. Female gender reduced access odds by 79% even after controlling for other factors. The research identified four mechanisms perpetuating inequality: gendered risk perceptions, time constraints from domestic chores, strategic resource allocation favoring boys, and gendered technology identity. Maternal education emerged as the strongest protective factor. The authors recommend multilevel interventions addressing infrastructure, school programs, maternal schooling, and household attitudes.
-
The impact of the three-level digital divide on the mental health of rural residents: A study from China
Rural residents in China experience three interconnected digital divides—unequal access to internet, insufficient usage skills, and limited perceived utility—that harm mental health through distinct mechanisms. Access gaps reduce fairness perceptions, usage gaps lower perceived social class, and utility gaps diminish both social class and economic status assessments. Education and regional location moderate these effects, with impacts varying across social groups.
-
Implementation Realities of NEP 2020: Infrastructural Gaps, Teacher Shortages, and the Digital Divide in Rural India
India's National Education Policy 2020 aims to transform education through technology and flexibility, but rural implementation faces severe obstacles. The study finds that only 57% of rural schools have working computers, 54% have internet access, and 35% have smart classrooms. Teacher shortages exceed 846,000 positions nationwide, concentrated in rural areas. While 7 million teachers received digital training, they struggle to integrate it into teaching. Without fixing these infrastructure and staffing gaps, the policy will worsen rural-urban educational inequality.
-
A Review on Digital Divide and Its Impact on Physiotherapy Delivery in Rural Settings
Digital physiotherapy effectively delivers care to underserved populations, but rural areas face severe disparities. Poor network coverage, device affordability, low education levels, and limited awareness of telerehabilitation prevent rural residents from accessing digital health services. This review synthesizes literature on the digital divide's impact on rural physiotherapy delivery, identifies key barriers and research gaps, and recommends changes to clinical practice, research, and policy to ensure equitable access.
-
Low-Cost Innovation Models for Delivering STEM Education in Rural Sabah
This study identifies low-cost innovation models that successfully deliver STEM education in rural Sabah despite geographical isolation and limited infrastructure. The research examines modular STEM kits, offline digital platforms, blended learning, and locally contextualized instruction. Key success factors include teacher training, community partnerships, low-bandwidth technology use, and culturally responsive teaching. Cost-effective, context-sensitive approaches significantly improve STEM access and learning outcomes when supported by sustainable policies and collaborative implementation.
-
Democratizing Access to Science and Technology in Rural Schools: Educational Innovation through Remote Laboratories. The R3 Project.
The R3 Project uses remote laboratory technology to bring hands-on science and engineering education to rural schools, eliminating the need for expensive physical infrastructure. Developed by University of Deusto researchers and LabsLand, the platform lets students conduct real experiments online. Results show the approach increases student motivation and learning while reducing educational gaps between rural and urban schools, promoting STEM interest and educational equity.
-
Bridging the Divide: A Comparative Assessment of Two English Distance Learning Programs in Rural Bangladesh
Two English distance learning programs in rural Bangladesh effectively engage secondary students, with motivation and anxiety explaining 24% of program effectiveness. Higher motivation strongly predicts better outcomes, while higher anxiety predicts worse outcomes. The findings apply Krashen's affective filter hypothesis and cognitive multimedia learning theory to distance education, offering guidance for EFL educators and policymakers designing programs that bridge digital divides in developing nations.
-
Digital Inequality and Socio-Cultural Barriers in Distance Learning in Kazakhstan: Urban-Rural Perspectives
Rural students in Kazakhstan experienced significantly lower digital access and satisfaction with distance learning during COVID-19 compared to urban peers. However, rural students with reliable internet, personal devices, and adequate study spaces achieved satisfaction levels matching urban students. Socio-cultural barriers including academic integrity concerns and isolation diminished when institutional support improved. The study recommends broadband expansion, device provision, multilingual platforms, and community engagement to ensure equitable digital education.
-
Bridging the Digital Divide: A Framework for Sustainable Distance Learning in Rural Uganda
Rural Uganda faces severe barriers to distance learning, including unreliable electricity and high data costs. The study of 150 teachers and education officers across three districts found that sustainable solutions require low-tech approaches like radio instruction and USB distribution rather than internet-dependent platforms. Effective rural distance education demands hybrid delivery models, teacher training for low-connectivity settings, and public-private partnerships to reduce data costs.
-
Digital finance development enhances the expenditures for household energy products in rural China
Digital finance development in rural China significantly increases household spending on traditional energy products and electricity. The study analyzes 30 provinces from 2011 to 2020 and finds that digital finance boosts energy expenditures primarily by raising family income levels. These findings support sustainable energy transitions and rural development.
-
Empowering Rural Revitalization and Development Through Digital Finance Using the Deep Temporal Model and the Internet of Things
This paper demonstrates that deep temporal models integrated with internet of things technology can improve rural development through digital finance. The proposed model outperforms traditional forecasting approaches, achieving high accuracy with lower computational costs. The authors argue this technology effectively addresses rural development challenges and provides a practical framework for rural revitalization using digital finance solutions.
-
Satellite promises: An open-source investigation and footprint analysis of SGDC-1’s quest in delivering broadband to public rural schools in Brazil
Brazil launched the SGDC-1 satellite in 2017 to deliver broadband to rural public schools. This study analyzes government documents, news coverage, and satellite footprint maps to reveal how the project functions both as infrastructure and as a political narrative. The satellite serves underserved rural populations but faces challenges from public-private partnerships, militarization, and outage risks. The authors call for stronger civic oversight and new policies to ensure the project's long-term viability.
-
Assessing the Impact of China's Broadband Village Pilot Project on the Consumption Patterns of Rural Households
China's Broadband Village pilot project in western regions increased rural household spending on both essential and non-essential goods, boosting consumption and economic growth. The effect was stronger among younger consumers and liquidity-constrained households, and depended on households' attention to information. The findings support expanding internet-based sales infrastructure while accounting for local socio-economic conditions.
-
Changing Connectivity into Capability: The Quality of Broadband, Sensing, and Digital Change in Rural Retail Small and Medium-Sized Enterprises
Rural retail small and medium-sized enterprises with better broadband quality and sensing capability achieve greater digital transformation intensity, which improves their business performance. A survey of 742 firms confirmed that broadband quality and sensing capability directly drive digital change, which in turn enhances firm-level performance. Rural retailers currently lag in digital adoption, but improving connectivity and data sensing capacity enables meaningful business improvements.
-
How is RuralGoing Digital? Using Community-BasedResearch to Understand Rural Broadband Use
Rural Manitoba communities used community-based research to examine how they currently use broadband and digital technologies, and to identify future applications. The research shows that digital technologies can help rural areas overcome distance and density challenges, but communities must align technology adoption with their own development plans. Community-led research proved effective for exploring both current digital use and local opportunities.
-
AI-Empowered Cultural Tourism Development: Innovation Paths and Strategies for Rural Revitalization
AI integration with cultural tourism drives rural revitalization by creating smart platforms, diverse tourism products, and digital infrastructure. The approach enhances visitor experiences, supports modern agriculture, improves governance, and preserves intangible cultural heritage through AI-powered talent training. This model generates new economic productivity and enables sustainable rural development.
-
Research on the Innovation of Rural Food Tourism Development Model from the Perspective of Big Data: A Case Study of Guizhou Province
Digital technologies are transforming rural food tourism in Guizhou Province. The paper proposes a new development model centered on big data, cloud computing, and Internet of Things technologies to modernize rural food tourism. This approach reshapes how food tourism operates on both supply and demand sides, enabling digital transformation and higher-quality rural development.
-
Research on the Impact of Rural E-Commerce Development on Rural Innovation and Entrepreneurship
Rural e-commerce significantly promotes rural innovation and entrepreneurship by narrowing the urban-rural income gap, creating more favorable economic conditions for rural business development. The effect is strongest in western counties with higher innovation levels and developed industrial structures. The study recommends strengthening agricultural innovation and rural scientific services in economically underdeveloped areas.
-
Rural-Urban Digital Divide Discourse: Exploring the Efficacy of Game-Based Learning in Early Childhood Development in Zimbabwe
Game-based learning improves early childhood development in Zimbabwe, but effectiveness depends on internet access. Urban centers with connectivity benefit from modern educational games, while rural areas with poor connectivity struggle. The study recommends low-cost offline games for rural schools to bridge the digital divide and enhance child development outcomes in internet-constrained settings.
-
From the "digital divide" to the "digital inclusion": the dilemma and breakthrough of the digital transformation of rural education
Rural education in China faces a shift from physical access gaps to intelligent application gaps in digital transformation. Research across 18 counties reveals three core problems: smart classrooms used only for display, teachers lacking digital competency, and students unable to apply technology creatively. The study proposes a four-part ecosystem approach combining infrastructure upgrades, localized digital literacy training in local languages, community-based resource systems, and supportive policies. Pilot programs show 40% gains in teacher efficiency and 34% improvement in student cultural identity.
-
Bridging the Digital Divide: The Transformative Role of AI-Driven Infrastructure in Rural Connectivity
Artificial intelligence and cloud-native technologies can bridge the digital divide by optimizing rural network infrastructure, reducing costs, and enabling remote management. AI-driven solutions including network optimization, predictive analytics, and edge computing improve connectivity for telemedicine and online education. Telecommunications providers have demonstrated practical success with these innovations, though regulatory frameworks and collaborative models remain necessary for sustainable rural digital inclusion.
-
Rural and Non Rural Digital Divide: Impact on Health Communication of Chitradurga District, Karnataka
This study examines how digital access gaps between rural and urban areas affect health communication in Chitradurga District, Karnataka. Using surveys and interviews, researchers found that rural residents have less internet access and are less likely to use online health information. Factors including sex, education, age, income, and internet availability significantly influence whether people seek health information online.
-
IMPACT OF DIGITAL DIVIDE ON HEALTHCARE ACCESS AND HEALTH OUTCOMES IN RURAL POPULATIONS
Rural populations in Pakistan face severe digital health disparities that directly harm health outcomes. The study found that 72.5% had primary education or less, 39.2% owned smartphones, and only 28.3% had home internet access. Participants with higher digital literacy reported significantly better health scores. Digital exclusion, dependency on others for access, and preference for face-to-face care emerged as major barriers. Bridging this divide requires integrated efforts in infrastructure, education, and policy reform.
-
From “Digital Divide” to “Digital Inclusion”: Rural E-Commerce Participation Paths and Support Measures
Rural e-commerce in China faces technological exclusion, cultural disconnection, and unequal benefits. This study identifies three practical pathways: adapting technology through cultural adjustment, activating local social networks to modernize traditional resources, and creating localized value. Collaborative governance involving government, enterprises, and communities provides culturally sensitive solutions to bridge the digital divide and reshape rural economies.
-
Digital divide: Impact of technology on rural entrepreneurship development in India
Rural entrepreneurs in Karnataka, India gain significant marketing advantages through digital platforms and ICT access. A survey of 100 rural entrepreneurs across three districts—Dharwad, Uttarkannada, and Haveri—combined with ten in-depth interviews, reveals that digitization improves marketing capacity and business reach. The digital divide remains a critical barrier, with technology access directly enabling rural business effectiveness.
-
Digital Divide between Urban and Rural Population? State Wide Mobile Network Quality Assessment for Bavaria, Germany
Researchers analyzed over 225 million mobile network measurements across Bavaria to assess whether 5G deployment reduces the digital divide between urban and rural areas. They measured throughput, latency, jitter, and packet loss across different network generations and providers. The study maps these performance metrics to population distribution to identify whether rural areas experience consistently lower Quality of Experience than urban regions.
-
Bridging the Digital Divide: Determinants of Technology Adoption Among Rural MSMEs
Rural micro, small, and medium-sized businesses face barriers to adopting digital technology. This study surveyed 327 MSME owners to identify adoption drivers: perceived usefulness, government support, trust, and financial assistance. Perceived usefulness emerged as the strongest predictor of adoption, while government support had the least influence. Trust and financial aid also significantly affect technology uptake. The findings emphasize that rural MSMEs need targeted financial incentives, trust-building efforts, and government interventions to accelerate digital transformation.
-
The Impact of Digital Divide on Women: A Rural Community Case
Women in rural communities face significant barriers to economic development and gender equality due to limited access to information and communications technology. This qualitative case study found that inadequate internet connectivity, limited access, and high data costs are the primary obstacles preventing rural women from participating in digital opportunities. The research recommends governments and businesses invest in rural digital infrastructure by providing free Wi-Fi to enable socioeconomic growth and empowerment.
-
The Digital Divide and Rural Education — A Study Based on CFPS Data
Internet access alone does not reduce educational inequality between rural and urban China. Rural students lack guidance in using digital tools effectively, causing them to spend less time studying and learn less efficiently online. The digital divide's negative impact on academic performance is strongest in central and western regions and among younger students. Social stratification, not technology, drives persistent educational gaps.
-
Role of NGO-Led Digital Literacy Initiatives in Reducing the Urban–Rural Digital Divide
NGO-led digital literacy programs in India are effectively reducing the urban-rural digital divide by delivering tailored training through mobile labs and women-led enterprises. The research shows that community ownership, customized curricula, and public-private partnerships significantly improve digital competency among marginalized rural populations. The author recommends integrating these grassroots NGO innovations into national policy frameworks to achieve sustainable digital inclusion across India.
-
Bridging the digital divide for empowerment of rural women entrepreneurs in Tumkur District: An empirical study
Digital access gaps severely limit rural women entrepreneurs in India, with only 25% having internet access versus 49% of men. Social organizations, training programs, and government initiatives significantly improve digital literacy and entrepreneurial outcomes by expanding market access, financial services, and business networks. Despite persistent infrastructure, cost, and cultural barriers, targeted digital inclusion strategies drive business performance and socio-economic empowerment, requiring customized policies and community support for sustainable rural development.
-
Bridging the Digital Divide in Rural Peru: A Mixed-Methods Analysis of Educational Technology Access, Infrastructure Barriers, and Teacher Preparedness in Andean Communities
Rural Peru faces severe barriers to digital education, including poor internet infrastructure, geographic isolation, and teacher unpreparedness. Teachers lack ICT skills and receive no government training in technology integration. The study examines pandemic impacts on educational access in Andean communities, finding that distance, poverty, and infrastructure gaps perpetuate educational inequality despite some university subsidies and government connectivity initiatives.
-
Bridging the Digital Divide: A Mixed-Methods Evaluation of the Efficacy, Accessibility, and Impact of Web-Based Mental Health First Aid Training for Community Health Volunteers (Kader) in Rural Indonesia
A web-based Mental Health First Aid training program significantly improved mental health knowledge and reduced stigmatizing attitudes among 165 community health volunteers (Kader) across rural Indonesian provinces. The platform achieved excellent usability ratings and participants reported feeling digitally empowered with practical skills. The intervention successfully bridges geographical and educational barriers, demonstrating that scalable digital training effectively strengthens community-based mental health services in low-resource settings.
-
The Digital Divide in Post-Pandemic Education: Perceptions of Urban and Rural EFL Teachers in Indonesia
This study examines how English teachers in Indonesia perceived the shift to online education during COVID-19, comparing urban and rural experiences. Urban teachers grew frustrated with engagement and pedagogy, while rural teachers faced severe barriers including poor internet access, limited devices, and low digital literacy. The research shows that one-size-fits-all technology policies fail in Indonesia's diverse landscape and calls for context-specific infrastructure investment.
-
'It's like another world': Intra-Rural Digital Divides and Public Libraries as Rural Assets
Rural areas contain hidden digital divides within themselves that persist even as rural-urban gaps close. Ethnographic research in rural Appalachia reveals how intra-rural digital inequity operates across multiple dimensions. Public libraries emerge as key assets for addressing these internal divides and advancing digital equity within rural communities.
-
A SOCIOLOGICAL STUDY ON DIGITAL DIVIDE: A COMPARATIVE ANALYSIS BETWEEN SELECTED URBAN AND RURAL AREAS IN TAMIL NADU, INDIA
This study compares digital access and practices between urban and rural areas in Tamil Nadu, India. The research reveals that socio-economic inequality drives a significant digital divide affecting both regions. While urban areas have integrated digital technology into business, education, and governance, rural areas lag behind in digitalization. The digital divide also exists within cities, separating under-resourced neighborhoods from affluent areas. Unequal access limits rural populations' opportunities for digital education and economic participation.
-
ANALYZING THE DIGITAL DIVIDE IN SCIENCE EDUCATION: A BIBLIOMETRICS STUDY OF RURAL STUDENTS
Rural students face persistent barriers to quality science education due to digital divides in infrastructure and pedagogical support. This bibliometric analysis of 655 publications from 2010–2025 reveals steady growth in research, with spikes during COVID-19. Studies concentrate in North America, Asia, and Europe with limited international collaboration. Key research gaps include teacher training, mobile learning, and gendered digital access in rural contexts.
-
Bridging the Digital Financial Divide: Trust Formation and Fintech Adoption Intentions in Rural Vietnam
This study examines how rural Vietnamese consumers form trust in fintech services and decide to adopt them. Using surveys of 486 rural consumers across six provinces, the researchers found that perceived usefulness and social influence drive trust formation, while institutional support strengthens the link between trust and adoption. Strong institutional backing can offset weak technological confidence. The research identifies four different pathways to high adoption, showing that multiple combinations of factors achieve the same outcome in collectivist societies.
-
Bridging the Rural Digital Divide: Machine-Learning-Driven Predictive Modeling of Digital Literacy Program Outcomes
This study uses machine learning models to predict outcomes of digital literacy programs in rural education settings. Researchers tested multiple regression approaches from linear regression to advanced ensemble methods like XGBoost and Stacking, evaluating their accuracy using MSE and R-squared metrics. Ensemble techniques with multiple features performed best, and the findings suggest machine learning can help design customized digital education solutions for rural communities.
-
Bridging the digital divide: analyzing educational inequality in technology access between urban and rural schools in China
This study examined how technological self-efficacy, chatbot acceptance, and task-technology fit affect student academic performance in Chinese schools. Using data from 302 students, researchers found that technological self-efficacy alone did not directly improve performance, but technology use in learning mediated this relationship. Both chatbot acceptance and task-technology fit significantly moderated the effects, suggesting that aligning technology with educational tasks and building student confidence in technology use improves learning outcomes.
-
Bridging digital divides for sustainable futures: Evaluating the environmental and socio-economic impacts of financial inclusion among rural women
Digital financial inclusion—through mobile banking, fintech, and microcredit—strengthens rural women's entrepreneurship, income, and decision-making power while supporting sustainable livelihoods. However, gaps in digital literacy, infrastructure, and institutional support limit progress. The study proposes that combining financial inclusion with digital literacy training and sustainability policies can empower rural women and bridge socio-economic and environmental divides.
-
Bridging the Digital Divide: The Role of Female Principals in Advancing 4IR in Rural South African Education
Women principals in rural South African primary schools are driving Fourth Industrial Revolution adoption despite significant constraints. They integrate digital tools into teaching, learning, and administration—using e-learning platforms, smart boards, and management systems like SA-SAMS. These leaders build partnerships with teachers, parents, and community stakeholders, foster innovation cultures, and pursue continuous professional development to upskill staff in digital competencies.
-
Bridging the Rural–Urban Digital Divide in Education through ICT Interventions
ICT interventions can reduce rural-urban educational disparities by addressing infrastructure gaps, teacher training, and curriculum adaptation. The study finds that e-learning platforms, mobile apps, and digital literacy programs improve learning outcomes and attendance in rural schools. Success requires government-NGO-corporate collaboration, community engagement, and strategies to overcome connectivity and cost barriers. Closing the digital divide demands policy support and socioeducational commitment, not just technology.
-
Digital Divide Among Marginalized Rural Communities in Developing Countries: Strategies and Practices to Reduce the ‘Proxy Use of ICTs’ for Rural e-Governance
Marginalized rural communities in developing countries rely on intermediaries to access e-governance services because they lack direct ICT skills. This study identifies strategies and practices that enable direct ICT use among these populations. The research reveals that software designed for easy setup, digital inclusion for insurance services, improved interface design, and targeted awareness campaigns reduce dependence on proxy intermediaries and advance digital inclusion.
-
Reproduction and breakthrough of the digital divide: a study on the fairness paradox of online education in rural adult education
Online education in rural China reproduces educational inequality rather than reducing it, despite technological inclusibility. Digital capital—a new form of cultural capital—reinforces existing social structures. The study identifies three paradoxes: technology inclusiveness versus resource adaptability, facility coverage versus usage effectiveness, and policy promotion versus internal motivation. The digital divide extends beyond access to skills and cognition. Solutions require adaptive intervention and systematic restructuring through content localization, community networks, collaborative governance, and competency-based evaluation.
-
The “Double-Edged Sword” Effect of Digital Technology: How Does the Digital Divide Influence Rural Income Differentiation?
Digital technology widens income gaps within rural areas rather than reducing them, according to analysis of Chinese provincial data. The digital divide exacerbates rural income differentiation, particularly in eastern regions. E-commerce participation acts as a key mechanism—areas with poor digital access see lower e-commerce engagement, which amplifies income inequality. The study recommends eastern regions share digital benefits more broadly while western areas need better digital infrastructure and skills training.
-
Mobile Digital Laboratories for Inclusive Science Learning: Bridging the Rural–Urban Divide in Ogbadibo LGA of Benue State, Nigeria
Mobile digital laboratories significantly improved science learning outcomes for junior secondary students in rural Nigeria compared to conventional teaching methods. The study tested 400 students in Benue State using a quasi-experimental design and found that hands-on digital laboratory experiences produced higher achievement scores. Mobile technology can democratize science education and reduce rural-urban learning disparities in underserved regions.
-
Rural Development: Using Digital Technologies to Bridge the Urban-Rural Divide, Promote Economic Opportunities, and Support Sustainable Livelihoods
Digital technologies including broadband, mobile applications, e-commerce, and precision farming can bridge the urban-rural divide by reducing transaction costs, expanding market access, and decentralizing knowledge and finance. The paper argues that targeted digital interventions reverse traditional urban bias and create economic opportunities and sustainable livelihoods in rural areas.
-
Understanding the digital divide: Contributing factors and their negative effects on rural students’ academic performance
Rural students face significant academic disadvantages due to limited digital technology access. The digital divide reduces classroom participation, lowers achievement, and reinforces existing educational inequalities. The paper recommends governments and school leaders invest in technological infrastructure, provide teacher training, distribute devices equitably, and build digital literacy skills to close this gap.
-
Bridging the Digital Divide: A Case Study of Virtual Mentoring in Zimbabwean Rural Secondary Schools
Virtual mentoring can improve teacher professional development and retention in rural Zimbabwe despite significant digital infrastructure gaps. The study found that while national policies promote digital inclusion, rural schools face barriers including limited electricity and internet access, plus gender-based digital exclusion. Teachers nonetheless viewed virtual mentoring as valuable for their growth, suggesting targeted investment in rural ICT infrastructure and digital literacy training could enable equitable access to professional support.
-
Bridging the Digital Divide: Community-Engaged Strategies for Implementing Technology in Rural Adult Day Centers
CareMobi, a mobile health app, was implemented in rural adult day centers to improve communication between staff and family caregivers of people with dementia. Community-engaged strategies—including collaborative design, staff training, and iterative adaptation—successfully addressed digital literacy gaps, infrastructure limits, and trust-building challenges. The app improved information-sharing and early identification of health changes, demonstrating that intentional engagement with frontline staff and caregivers enables sustainable technology adoption in under-resourced rural settings.
-
Bridging the Digital Divide: Developing Tech Support for Rural Veterans to Improve Telehealth Access
Rural older Veterans face barriers to telehealth due to limited digital skills and poor infrastructure. The T-COACH program trains community volunteers to provide in-home technology education, helping Veterans access telehealth appointments. Implementation challenges include recruiting skilled rural volunteers, transportation constraints, and regulatory compliance. Success requires partnerships with local organizations, adequate resources, and sustainable funding to scale this approach.
-
Digital Divide And Educational Media Use In Nigerian Teacher Training; A Mixed-methods Study Of Urban Vs Rural Institutions
This study compares digital media access and use among teacher educators in urban versus rural Nigerian institutions. Urban teachers report significantly better broadband access and digital skills than rural counterparts, who rely on low-bandwidth tools like WhatsApp due to connectivity constraints. The research identifies infrastructure gaps, affordability barriers, and inadequate digital literacy training as key drivers of regional inequality. The authors recommend targeted investments in infrastructure, subsidized devices, and peer-learning networks to achieve equitable digital integration in teacher training.
-
Bridging the digital divide: ICT empowerment of rural women in Karnataka toward 2030 SDGs
ICT adoption empowers rural women in Karnataka across education, healthcare, and entrepreneurship, advancing gender equality and reduced inequalities. The study of 100 rural women across four revenue divisions found that digital tools improve socioeconomic outcomes, but infrastructure gaps, low digital literacy, and cultural barriers limit uptake. Policymakers and NGOs must prioritize region-specific digital literacy programs and gender-sensitive policies to maximize ICT benefits for rural women.
-
Bridging the Digital Divide: An Empirical Study on Digital Payment Adoption among Rural Retailers in Tiruchirapalli
Rural retailers in Tiruchirapalli, India show strong intention to adopt digital payments when they expect performance benefits, have reliable infrastructure, and perceive good value. However, perceived risk and lack of awareness significantly block adoption. The study identifies digital illiteracy, poor internet connectivity, and fraud fears as major barriers, while highlighting opportunities for increased sales and better business records. Success requires improved infrastructure, financial literacy programs, and user-friendly systems.
-
The Role of Mobile Phones in Bridging the Digital Divide for Economic Empowerment of Rural Women in Nepal
Mobile phones improve rural women's financial autonomy and decision-making in Nepal, but technology alone doesn't ensure empowerment. Patriarchal norms, low digital literacy, and poor infrastructure limit their potential. The study argues that women need agency, resources, and social support to use technology meaningfully. Gender-sensitive literacy programs and inclusive policies are essential for sustainable empowerment.
-
Revisiting the Digital Divide: Mobile Technology and the Economic Empowerment of Rural Women in Sindhupalchowk, Nepal
Mobile phones increase rural women's communication, financial access, and income opportunities in Nepal, but structural inequalities, patriarchal norms, and digital illiteracy limit full empowerment. The study argues empowerment results from social processes, not technology alone. Effective progress requires gender-sensitive digital inclusion strategies, literacy programs, and community-based initiatives tailored to local contexts.
-
Digital Platforms, the Digital Divide, and Women’s Empowerment: A Rural–Urban Comparative Study of Digital Financial Inclusion
Digital financial inclusion programs in India reach both rural and urban women, but with stark differences. Rural women in Odisha districts depend on family members to access services and face security concerns and access restrictions, limiting their independent use. Urban women use digital financial products more independently. The study reveals that trans women remain almost entirely excluded, showing that digital pathways alone cannot overcome structural barriers without targeted, gender-inclusive policies.
-
Digital Divide and Educational Inequality: A Post-Pandemic Study of Online Learning in Rural and Urban Pakistan
Rural students in Pakistan face severe digital divides compared to urban peers, with less access to technology, internet connectivity, and learning devices. This gap directly harms their academic engagement, performance, and psychological well-being. The study of 400 students reveals rural learners experience higher stress and greater educational disruption. Bridging this divide requires infrastructure improvements, inclusive digital policies, and gender-sensitive interventions to ensure equitable education outcomes.
-
Technology Acceptance and the Digital Divide: A Comparative study of an Urban and a Rural College in Sikkim
Rural college students in Sikkim accept and use educational technology less readily than urban peers due to structural barriers, not just attitude differences. Poor internet connectivity, unreliable electricity, and low digital literacy create a digital divide that the Technology Acceptance Model alone cannot explain. The study combines technology acceptance theory with digital divide analysis to show how access gaps and skill deficits shape technology adoption in education.
-
Can EdTech Bridge the Educational Divide? A Study of Digital Learning in Rural Chinese Schools
Educational technology has potential to reduce China's urban-rural education gap, but faces significant obstacles. National initiatives like Smart Education of China have made progress, yet infrastructure deficiencies, inadequate teacher preparation, and low student engagement persist. The paper recommends context-sensitive policies and sustained investment to make EdTech interventions more effective and inclusive in rural schools.
-
Digital Divides and Productive Development in Rural Women: A Systematic Analysis
A systematic review of 29 scientific documents reveals that digital technologies—particularly smartphones, mobile internet, and e-commerce platforms—significantly empower rural women entrepreneurs when paired with digital literacy training. The analysis identifies three critical barriers and opportunities: digital literacy gaps limiting entrepreneurship and health access, community resource constraints, and mobile technology's transformative impact on economic development. Strategic digital adoption plans strengthen cooperative marketing, collective economies, and overall quality of life for rural women.
-
Effects of Digitalization on Cybersecurity of U.S Hospitals: The Roles of Urban-Rural Divide and Religious-Secular Mission
Hospital digitalization reduces cybersecurity breach risk, but the relationship is complex. Breach likelihood initially rises as hospitals digitalize, peaks at moderate levels, then declines at high digitalization. Urban and secular hospitals show higher peak risks and delayed improvements. Religious hospitals experience lower peak risks, particularly in rural areas. The findings show that governance and security investments must be sequenced strategically alongside digital maturity.
-
Digital Divide Is Not A Rural Issue: A Qualitative Analysis From The Students' & Local People's Perspectives In An Indian Metropolitan City
This study examines the digital divide within an Indian metropolitan city, comparing affluent and under-resourced urban areas in Kolkata. Through qualitative interviews with 100 residents, the research reveals significant gaps in digital access and usage between these two segments, driven by socio-cultural and socio-economic factors. The findings show that digital inequality exists not just between rural and urban areas, but within cities themselves, and suggest the need for more inclusive strategies to bridge these metropolitan divides.
-
Challenges and Opportunities in Rural Education: Bridging Gaps Through Innovation
Rural education in India faces systemic barriers including poor infrastructure, teacher shortages, and high dropout rates, particularly among girls. This study examines socio-economic and cultural factors limiting educational equity and evaluates existing programs like Sarva Shiksha Abhiyan and Digital India. The research identifies EdTech and community-based models as promising solutions for bridging resource gaps and improving accessibility, proposing scalable approaches to infrastructure, teacher retention, and digital learning in resource-constrained rural settings.
-
Implementing Smart Classroom Innovations to Enhance Elementary Education Quality in Rural Areas with a Case Study of SD Negeri 173637 Narumonda
A smart classroom initiative at a rural elementary school in North Sumatra introduced digital tools, interactive teaching methods, and teacher training to improve education quality. Despite initial low technological resources and limited teacher digital skills, the program increased student engagement and teacher confidence. The project demonstrates that community-institutional collaboration can effectively address rural educational disparities and provides a scalable model aligned with sustainable development goals.
-
Achachay App: a community-driven innovation for flood data collection in urban and rural areas
Achachay App is a mobile application that enables communities to report real-time flood events with photos, videos, and location data. Researchers analyze these crowdsourced reports to understand flood patterns and identify flood-prone areas. Piloted in Ecuador, the app successfully mapped flood risks and secondary water flows, providing policymakers with data to design disaster prevention strategies and support sustainable development.
-
AI and Automation in Rural and Community-Centric Broadcasting: Innovation, Ethics, and Sustainability
AI and automation can improve rural and community broadcasting by bridging information gaps and enhancing efficiency, but only with careful ethical implementation. The paper examines how AI tools like content generation and audience analytics serve rural broadcasters while addressing risks including algorithmic bias, surveillance, and erosion of local editorial control. Success requires community-centered design, ethical guidelines, language inclusivity, and infrastructure investment to protect indigenous voices and strengthen local storytelling.
-
Community Empowerment and Green Innovation: Enhancing Women’s Capacity through Herbal Product Development in Rural Bali
Women in a rural Balinese village received training in producing herbal beverages from local ingredients, designing packaging, and marketing via social media. Participants successfully developed three herbal drink products meeting hygiene standards and built digital marketing skills using Instagram, TikTok, and WhatsApp. The program increased women's confidence and entrepreneurial capacity while supporting health, gender equality, and sustainable consumption goals.
-
Innovation-investment mechanisms for stimulating small business in rural communities
This paper examines how artificial intelligence and digital technologies drive innovation in rural small business development. It analyzes AI's benefits for research efficiency and data processing while addressing risks like academic integrity violations and algorithmic bias. The authors argue that responsible AI implementation requires clear institutional policies and ethical guidelines to balance technological innovation with maintaining credibility in research and education.
-
Place-Based Strategies for Economic Resilience in Rural Northern Maine
Rural communities in northern Maine have adapted standard development tools to address their unique challenges following the closure of Loring Air Force Base. The research examines five interconnected development areas: housing and land use, broadband connectivity, industry recruitment, downtown revitalization, and adaptive tourism. Transportation emerges as a fundamental constraint shaping all development opportunities in these extremely rural contexts.
-
RURAL DEVELOPMENT THROUGH ACCESS, EQUITY, AND CURRICULUM TRANSFORMATION IN SOUTH AFRICAN HIGHER EDUCATION FOR THE FOURTH INDUSTRIAL REVOLUTION
South Africa's higher education system excludes rural students through inadequate schooling, poor digital infrastructure, and limited financial support. Fourth Industrial Revolution technologies worsen these inequalities unless policies prioritize equity. The paper proposes universities serve as rural innovation hubs and recommends embedding bursaries, rural campuses, entrepreneurial curricula, and community partnerships to transform higher education and advance rural development.
-
Distance English Language Learning: The Experiences and Perceptions of Jordanian Students from Rural Areas
Jordanian rural students using web-based English learning experienced both benefits and challenges. They valued flexibility, autonomy, and access to online resources like VR and gamified applications, which supported their reading and writing. However, they faced barriers including limited speaking practice, weak live interaction, technical difficulties, and reduced motivation. The study recommends adding technical support, immersive technologies, and gamification to strengthen synchronous learning and engagement.
-
Energy-Efficient 5G Integrated Access and Backhaul Open RAN-Based Fixed Wireless Access Provisioning in Rural Areas
This paper proposes an energy-efficient 5G wireless access system for rural areas using Open RAN technology and renewable energy sources. The authors develop an optimization model that combines communication and energy systems to minimize energy consumption while maximizing network performance. Results demonstrate that integrating renewable energy with Open RAN-based fixed wireless access significantly improves both network and energy efficiency in rural broadband deployment.
-
Evaluating an Off-Grid PV-Battery Hybrid System with Starlink Monitoring in Rural Malaysia
Researchers implemented and evaluated a 5.5 kW solar-battery hybrid system in rural Malaysia, using Starlink satellite internet for remote monitoring. HOMER Pro simulations predicted higher energy output than actual measurements achieved, revealing gaps between idealized models and real-world performance caused by factors like localized solar radiation variations. The system proved technically feasible with a 25-year net present cost of 80,066 MYR, demonstrating that IoT-enhanced monitoring improves renewable energy optimization in remote communities.
-
Building a CNN Based Pest Detection System for Off Grid Hydroponic Farming in Rural South Africa
Researchers developed an AI-powered pest detection system for off-grid hydroponic farming in rural South Africa. Using a convolutional neural network trained on common pests like spider mites and aphids, the system runs locally on a Raspberry Pi without internet connectivity. The technology successfully automates pest detection in resource-constrained settings, reducing manual crop inspections and improving food security for subsistence farmers facing climate challenges and limited agricultural resources.
-
Michigan&#8217;s Rural Transit Enterprises and Their Attributes
Michigan's 57 rural transit agencies operate 5.6 million trips annually across 37,000 square miles, but face significant technology and connectivity barriers. A 2024 survey reassessed technology readiness levels among these agencies, examined rider demographics, funding mechanisms, and voter support. The study recommends strategic communication, technology adaptation, and user-centered design improvements, including a statewide Mobility-as-a-Service platform to enhance rural transit accessibility and efficiency.
-
Research on the influence effect and optimization strategy of digital inclusive finance on urban and rural integrated development under the power of new quality productivity
Digital inclusive finance significantly boosts urban-rural integration in China, with a positive effect coefficient of 0.427. The mechanism works partly through new quality productivity, which mediates 38.6% of this relationship. Digital financial products improve how rural areas access finance and optimize resource allocation between urban and rural regions, supporting integrated development and shared prosperity.
Media stories — 31
-
From Estevan to Drayton Valley: How Rural Tech is Bridging Skills Gaps
Estevan's Southeast Tech Hub is sharing its innovation model with other rural communities, including Drayton Valley, to address digital skills gaps and youth out-migration. The hub's programs, particularly computer science training through Southeast College, connect young people with local industry problems while helping businesses adapt to technological change. The model demonstrates how rural communities can retain talent and support entrepreneurship through collaborative, community-driven initiatives.
-
The Women's Academy for Rural Innovation empowers rural women to harness technology for a sustainable future
Huawei's second Women's Academy for Rural Innovation brought together 20 rural women from across Europe for training in digital skills, entrepreneurship, and green innovation. The programme, held in Croatia and supported by over 50 global mentors, aims to close the gender and urban-rural gaps by equipping women leaders to drive sustainable digital development in their communities.
-
Part 1: Hands-On Telehealth Helps Reach Rural Texas Communities
A retrofitted shipping container in Fort Davis, Texas now houses a telehealth clinic staffed by a local nurse who takes vital signs and guides patients through remote appointments with distant specialists. This hybrid model addresses barriers rural aging populations face—unreliable broadband, digital literacy gaps, and provider shortages—by combining in-person support with virtual care access.
-
Governor Newsom turns on largest public broadband network, California connects first rural community to internet
California activated the nation's largest public broadband network, connecting the Bishop Paiute Tribe as its first customer. The Middle-Mile Broadband Network delivers high-speed internet to rural and historically underserved communities across the state. The tribe will independently operate its broadband service, marking a major step toward closing the digital divide affecting 35% of rural Americans.
-
Rural Broadband Coverage Has Many Solutions and Shortfalls
Rural broadband subscriptions jumped from 58% in 2018 to 71% by 2025, driven by nearly $47 billion in federal investment following the COVID-19 pandemic. Despite progress, challenges persist: inaccurate mapping slows expansion, some rural residents remain disconnected despite proximity to fiber lines, and adoption varies widely across regions. Multiple technologies—fiber, line-of-sight towers, satellite, and cellular—are filling gaps unevenly.
-
Rural Innovation Hub takes root in Georgetown, Delaware
Delaware's Rural Innovation Hub opened in Georgetown in December, providing coworking and collaboration space for entrepreneurs, nonprofits, and remote workers in underserved Sussex County. The hub addresses a long-standing gap in infrastructure south of the Chesapeake & Delaware Canal, offering shared desks, offices, and meeting facilities to organizations historically clustered in northern Delaware.
-
Innovation is part of rural America's DNA
Rural entrepreneurs across the United States are driving innovation in digital technology, affordable housing, and childcare. The Brookings podcast features founders building ventures to bring economic opportunity to small towns, including a digital development organization in Missouri, a bilingual childcare center in Maine, and housing initiatives in Colorado. Rural innovation remains underrecognized despite its significance to American economic strength.
-
4 Digital Health Projects Transforming Care Delivery
Four digital health initiatives are expanding rural healthcare access across the United States. Projects include Rush University's direct-to-consumer telehealth membership service, University of Utah Health's TeleNICU connecting rural nurseries with neonatologists, New Mexico libraries installing soundproof telehealth booths funded by USDA grants, and a mobile medical unit with telehealth capabilities serving 40 West Virginia counties.
-
Top 7 African Countries Using Partnerships for Rural Internet
Seven African countries—Kenya, Rwanda, South Africa, Ghana, Nigeria, Uganda, and Morocco—are expanding rural internet access through public-private partnerships. These collaborations deploy solar-powered towers, satellite internet, fiber optics, and mesh networks to connect remote schools, healthcare centers, and businesses. The initiatives improve digital literacy, education, healthcare delivery, and economic opportunities in underserved communities.
-
Rethinking Rural and Enterprise Broadband: Why Static Public IP Capabilities Matter for Africa's Wireless Networks
Fixed wireless, satellite, and cellular networks are bridging Africa's uneven fibre coverage gap. A new edge-based architecture from Cambium Networks assigns static public IPv4 addresses over encrypted tunnels to remote sites, enabling enterprise-grade security, VPN access, and direct service hosting for rural businesses and healthcare facilities without carrier-grade network address translation limitations.
-
Innovation in India's Rural Economy
India's rural economy, which generates nearly half the nation's GDP and employs 350 million people, is undergoing rapid digital transformation. Smartphone penetration and internet access have surged 30% annually over five years, while data costs plummeted 65%. Agricultural technology startups attracted $800 million in investment between 2017 and 2020. Digital payment platforms and microfinance innovations are expanding credit access, with agri-credit growing 10% annually. New business models addressing supply chain inefficiencies position the sector for significant growth.
-
Rural India's AI workforce: From farms to data labeling
Rural Indian workers, particularly women from tribal and conservative backgrounds, are combining farming with night shifts labeling data for artificial intelligence systems. An estimated 200,000 annotators in villages and small towns now perform essential machine-learning work remotely, earning $275–$550 monthly while gaining financial independence and challenging social attitudes toward female employment.
-
India's AI Revolution in Rural Development
India is deploying artificial intelligence across rural governance, agriculture, healthcare, and education to improve service delivery and livelihoods. Tools like SabhaSaar for panchayat meetings, eGramSwaraj for local administration, and Kisan e-Mitra for farmers support decentralized decision-making. The IndiaAI Mission and multilingual platforms like BHASHINI address digital access barriers, though challenges remain: infrastructure deficits, algorithmic bias, and job displacement risks.
-
Connected countryside: smart tech is recharging rural Europe
The EU-funded AURORAL project deployed a shared digital platform across seven rural regions to help communities build smart services tailored to local needs. From school transport apps in Finnish Lapland to dairy farm monitoring in Italy and biomass energy coordination in Catalonia, the open-source infrastructure lets rural areas innovate without building systems from scratch, improving efficiency and sustainability.
-
Finish line in sight for $770m rural connectivity programme
New Zealand's $770 million rural connectivity investment has delivered broadband to 85,026 rural households and businesses, mobile coverage to over 4,900 kilometres of roads, and 5G services to 44 towns. Three mobile operators each contributed $24 million toward 5G expansion, with 56 towns targeted for service by March 2026. Six programmes are expected to complete in 2025/26.
-
Canada is expanding high-speed Internet access in Nunavut
Canada announced over $86 million in federal funding to bring unlimited high-speed Internet to 11,650 households across all 25 communities in Nunavut. The Universal Broadband Fund investment partners Northwestel with Telesat to deliver satellite-based connectivity using low Earth orbit technology, closing the digital divide in Canada's North and supporting access to healthcare, education, and economic opportunities.
-
Canada and Alberta are expanding high-speed Internet access in the province
Canada and Alberta announced $224.78 million in combined federal and provincial funding to bring high-speed Internet to over 82,500 households in rural and remote communities across Alberta, including 1,634 Indigenous households. The investment is part of a broader $780 million broadband partnership to achieve universal connectivity by 2030.
-
Poverty Eradication in Guatemala
Guatemala tackles poverty affecting 55% of its population through agricultural technology, digital education, mental health AI platforms, clean water innovations, and solar energy access. USAID's Feed the Future program trains small farmers in modern techniques, reaching 36,800 producers in 2021. Complementary initiatives deploy mobile learning labs in indigenous communities, AI-powered mental health services, pedal-powered water systems, and prepaid solar energy to drive inclusive economic growth.
-
January 2025: 32 new UK government-funded mobile phone mast upgrades live
The UK government activated 32 mobile mast upgrades across rural areas by January 2025, with 23 sites in Wales, 4 in Scotland, and 5 in England. The upgrades provide 4G coverage from all four major operators to previously underserved communities, improving connectivity without building new masts. Since 2020, the Shared Rural Network programme has extended coverage across 34,000 square kilometres.
-
Innovation Critical to Sustaining Jobs and Growth in Central and Eastern Europe
Bulgaria, Croatia, Poland, and Romania could boost labor productivity by 10–15 percent through wider adoption of digital technologies and AI tools, according to a World Bank report. The region must shift from trade-driven growth to innovation-led productivity gains. Smaller firms lag in digital adoption, and R&D spending remains below EU averages, limiting competitiveness and job creation.
-
MSU-IIT Research Team Presents Smart Village Readiness Study at International Conference in Tokyo
Researchers from MSU-IIT presented findings on smart village readiness in Iligan City barangays at an international sustainability conference in Tokyo. The study examined how digital innovations can improve local government operations and public service delivery. Researchers identified gaps in digital infrastructure, governance mechanisms, and community participation that must be addressed to advance smart village initiatives.
-
Asia's fintech boom widens gap in financial inclusion
Asia's rapid fintech expansion—driven by AI super-apps, tokenised deposits, and advanced payment systems—is leaving rural communities and older populations behind. While China and Japan lead in innovation and Thailand's PromptPay reaches 92 million users, many remain unbanked and distrustful of digital systems. Experts argue that simpler solutions, education, and localisation are essential to achieve genuine financial inclusion.
-
M-Pesa: How Mobile Money Transformed Financial Inclusion and Redefined Development Finance
M-Pesa, Kenya's SMS-based mobile money platform launched in 2007, revolutionized financial access for rural and low-income households by eliminating the need for traditional bank accounts. The service lifted approximately 2% of Kenyan households out of extreme poverty, narrowed gender financial gaps, and enabled women to transition from subsistence farming to entrepreneurship. M-Pesa's success demonstrates how digital infrastructure can leapfrog conventional banking stages and inspire similar systems across Sub-Saharan Africa and Asia.
-
Africa needs innovation-led growth powered by data and tech
African governments must shift from input-driven growth to innovation-led development powered by data and frontier technologies to create quality jobs. The continent needs comprehensive skills development in STEM and digital literacy, industrial policies integrating emerging technologies across agriculture and manufacturing, strategic investment in data infrastructure, and new financing models for tech ventures. Countries like Kenya, Rwanda, and Egypt demonstrate this approach works when education, industrial policy, and digital strategy align.
-
Tech Trends in Kenya in 2026
Kenya is adopting six major technology trends in 2026: generative AI (with 42% of internet users using ChatGPT), digital finance embedded in everyday apps achieving 93% mobile money penetration, AI-powered agritech tools advising farmers via SMS and WhatsApp, emerging robotics in education and service sectors, green technology powering data centers with renewable energy, and personalized data recaps on social platforms. These innovations reshape how Kenyans work, farm, and access financial services.
-
Over R760 million allocated to empower township and rural startups in South Africa
South Africa's Small Business Development Ministry has disbursed over R760 million since 2015 to support township and rural startups through digital skills training, innovation funding, and transformation programmes. The Small Enterprise Development and Finance Agency now deliberately directs funding to historically underserved provinces like Limpopo and Mpumalanga, addressing geographic funding imbalances that previously concentrated support in Gauteng and the Western Cape.
-
Technology, Innovation, Digital Transformation: Vietnam's Triple Push in 2026
Vietnam's Ministry of Ethnic and Religious Affairs is accelerating digital transformation in 2026, shifting from planning to measurable results. The ministry is building integrated ethnic and religious databases, streamlining 25 public services, and developing AI tools for minority language translation. Officials emphasize equal focus on science, technology, innovation, and digital transformation, with proposals for remote community economic models and disaster-resilient technologies.
-
Vietnam: Technology Driving Smart Rural Transformation
Vietnam is deploying digital technology to transform rural communities into smart, liveable areas. Pilot communes like Giao Ninh have established digital government services, smart classrooms, intelligent camera networks, and remote healthcare platforms. The government aims for 80% of communes to meet new-style rural standards by 2030, integrating technology with agriculture, local commerce, and sustainable development while preserving cultural identity.
-
Rural connectivity in Mexico
Rural Mexico faces severe internet connectivity gaps, with only 66% of rural residents having regular access compared to 85.5% in urban areas. LEO satellite technology, particularly Starlink's $89.8 million contract to provide free internet through 2026, is emerging as a solution to reach remote southern regions like Oaxaca and Chiapas. Competition from AWS Project Kuiper and OneWeb is accelerating deployment across the country.
-
What's happening in my country: France
France implements smart villages through its Common Agricultural Policy Strategic Plan and LEADER programme, supporting digital capacity building, co-working spaces, and rural innovation platforms. The French Rural Network conducts research on smart villages and publishes practical guides for municipalities. National initiatives include a Digital Agency promoting high-speed internet, 'territory factories,' and 'Maison France Service' centres delivering public services in rural areas.
-
Smart Agriculture in 2026: Soil Sensors, Robotics and the Economics of Connectivity
By 2026, soil sensors, robotics, and precision data platforms will become standard farm operations rather than pilot projects. Continuous soil monitoring now measures nutrients and carbon sequestration, while autonomous robots handle labour-intensive tasks. Success depends on affordable, reliable connectivity—combining LPWAN, private 5G, and satellite IoT—bundled as integrated services rather than standalone products.
Organizations — 7
-
Center on Rural Innovation
A US nonprofit working to close the rural opportunity gap by helping small towns build digital economy ecosystems. Provides research, capacity-building, and an action network of rural innovation hubs.
-
Southeast Techhub
A rural innovation hub in southeast Saskatchewan, Canada, based in Estevan, supporting entrepreneurs, students, and community organizations through programming, coworking, and events.
-
Rural Development Institute
The Rural Development Institute is a research centre at Brandon University that conducts community-based projects addressing rural development challenges. It works directly with rural partners and communities to build capacity, support regional development, and inform policy makers on rural solutions. The institute focuses on topics including digital technologies, wellness, and community development in rural contexts.
-
Smart Rural 21 Project
Smart Rural 21 was a European Commission-funded initiative that ran from December 2019 to November 2022, supporting 21 villages across Europe to develop and implement smart village strategies. The project worked directly with rural communities to design and execute strategic actions addressing local challenges, from digital infrastructure to community services and cultural heritage. Through regional workshops, cross-village visits, and policy engagement, it generated evidence and recommendations to inform future EU policy on rural development.
-
Brookings Institution
The Brookings Institution is a research organization that analyzes policy issues affecting rural communities, including broadband access and digital equity. This page examines the rural-urban digital divide in broadband infrastructure and internet access, highlighting how regulatory frameworks and funding mechanisms can address connectivity gaps that limit rural students' educational opportunities and rural residents' access to government services.
-
Technology Council
An Indigenous-led organization working with all 204 First Nations in British Columbia to build digital capacity and self-determination. The organization delivers digital skills training ranging from introductory computer courses to advanced programs in cybersecurity, data science, and drone stewardship, while conducting research on connectivity, spectrum, and the digital economy to support Indigenous decision-making about technology. It supports alumni in career development and helps them bring technical skills back to their communities.
-
USDA Rural Development
Mission area within the U.S. Department of Agriculture providing financial programs to support essential public facilities and services, business development, housing, and broadband infrastructure in rural America. Annual investments exceed $30 billion across loans, grants, and loan guarantees — the largest single source of rural innovation finance in the United States.
Events — 1
-
International Conference on Innovation in Rural Regions (ICIRR)
This interdisciplinary conference examines social and technical practices in rural regions, exploring how innovations are imagined, facilitated, contested, and materially shaped. Rather than treating rural areas as peripheral spaces, the conference reframes them as complex socio-technical systems where global challenges manifest in concentrated ways. The event brings together researchers and practitioners from fields including design science, HCI, CSCW, ICTD, and STS to analyze and shape rural innovation dynamics and challenge dominant narratives.