Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach
Summary. 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.
Cite this article
Thonipara, A., Sternberg, R., Proeger, T., & Haefner, L.. (2022). Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach. Review of Regional Research. https://doi.org/10.1007/s10037-022-00170-5
Thonipara, Anita, et al. “Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach.” Review of Regional Research, 2022. https://doi.org/10.1007/s10037-022-00170-5.
Thonipara, Anita, Rolf Sternberg, Till Proeger, and Lukas Haefner. 2022. “Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach.” Review of Regional Research. https://doi.org/10.1007/s10037-022-00170-5.
@article{thonipara-2022-digital-divide-craft-firms-websites,
title = {Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach},
author = {Anita Thonipara and Rolf Sternberg and Till Proeger and Lukas Haefner},
journal = {Review of Regional Research},
year = {2022},
doi = {10.1007/s10037-022-00170-5},
url = {https://doi.org/10.1007/s10037-022-00170-5}
}
TY - JOUR TI - Digital divide, craft firms’ websites and urban-rural disparities—empirical evidence from a web-scraping approach AU - Anita Thonipara AU - Rolf Sternberg AU - Till Proeger AU - Lukas Haefner JO - Review of Regional Research PY - 2022 DO - 10.1007/s10037-022-00170-5 UR - https://doi.org/10.1007/s10037-022-00170-5 ER -
Details
- DOI
- 10.1007/s10037-022-00170-5
- Countries
- Germany
- Regions
- Europe
- Categories
- broadband-and-digital, regional-innovation-systems, rural-data-and-definitions
- Added
- 2026-04-28