Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China
Summary. 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.
Cite this article
Li, H., Shi, Y., Zhang, J., Zhang, Z., Zhang, Z., & Gong, M.. (2023). Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China. PLoS ONE. https://doi.org/10.1371/journal.pone.0281023
Li, Hanjin, et al. “Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China.” PLoS ONE, 2023. https://doi.org/10.1371/journal.pone.0281023.
Li, Hanjin, Yang Shi, Jianxin Zhang, Zhenkun Zhang, Zhaosen Zhang, and Maogang Gong. 2023. “Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China.” PLoS ONE. https://doi.org/10.1371/journal.pone.0281023.
@article{li-2023-digital-inclusive-finance-amp-high,
title = {Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China},
author = {Hanjin Li and Yang Shi and Jianxin Zhang and Zhenkun Zhang and Zhaosen Zhang and Maogang Gong},
journal = {PLoS ONE},
year = {2023},
doi = {10.1371/journal.pone.0281023},
url = {https://doi.org/10.1371/journal.pone.0281023}
}
TY - JOUR TI - Digital inclusive finance & the high-quality agricultural development: Prevalence of regional heterogeneity in rural China AU - Hanjin Li AU - Yang Shi AU - Jianxin Zhang AU - Zhenkun Zhang AU - Zhaosen Zhang AU - Maogang Gong JO - PLoS ONE PY - 2023 DO - 10.1371/journal.pone.0281023 UR - https://doi.org/10.1371/journal.pone.0281023 ER -
Details
- DOI
- 10.1371/journal.pone.0281023
- Countries
- China
- Regions
- Asia
- Categories
- broadband-and-digital, food-systems, funding
- Added
- 2026-04-28