How to unleash frugal innovation through internet of things and artificial intelligence: Moderating role of entrepreneurial knowledge and future challenges

Weiwei Qin · 2024 · Technological Forecasting and Social Change

Summary. IoT and artificial intelligence both significantly predict frugal innovation in China, according to analysis of 779 responses. Entrepreneurial knowledge moderates this relationship, meaning business skills help organizations effectively adopt these technologies for affordable, simple solutions. The study recommends that managers incorporate both IoT and AI capabilities while developing entrepreneurial competencies to compete in technology-driven markets.

Read the original

@article{qin-2024-how-unleash-frugal-innovation-internet,
  title   = {How to unleash frugal innovation through internet of things and artificial intelligence: Moderating role of entrepreneurial knowledge and future challenges},
  author  = {Weiwei Qin},
  journal = {Technological Forecasting and Social Change},
  year    = {2024},
  doi     = {10.1016/j.techfore.2024.123286},
  url     = {https://doi.org/10.1016/j.techfore.2024.123286}
}

TY  - JOUR
TI  - How to unleash frugal innovation through internet of things and artificial intelligence: Moderating role of entrepreneurial knowledge and future challenges
AU  - Weiwei Qin
JO  - Technological Forecasting and Social Change
PY  - 2024
DO  - 10.1016/j.techfore.2024.123286
UR  - https://doi.org/10.1016/j.techfore.2024.123286
ER  - 

Details

DOI

10.1016/j.techfore.2024.123286

Countries

China

Regions

Asia

Categories

agtech, innovation-theory, entrepreneurship, general-innovation

Added

2026-04-28