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Digital financial inclusion, credit access and non-farm employment

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  • Han, Lihong
  • Lv, Qi
  • Zhang, Qi

Abstract

In this study, we have integrated data from the China Labor-force Dynamics Survey (CLDS) with the China Digital Financial Inclusion Index to empirically examine the extent and mechanisms through which digital financial inclusion influences non-farm employment. The findings reveal that the advancement of digital financial inclusion significantly boosts the enhancement of non-farm employment. Specifically, digital financial inclusion fosters non-farm employment by facilitating rural laborers' access to credit, thereby stimulating entrepreneurial activities. Furthermore, it stabilizes employment positions and promotes non-farm employment by enhancing credit accessibility for micro and small enterprises.

Suggested Citation

  • Han, Lihong & Lv, Qi & Zhang, Qi, 2025. "Digital financial inclusion, credit access and non-farm employment," Finance Research Letters, Elsevier, vol. 72(C).
  • Handle: RePEc:eee:finlet:v:72:y:2025:i:c:s1544612324015393
    DOI: 10.1016/j.frl.2024.106510
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    References listed on IDEAS

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    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. Wang, Nan & Wan, Jiahao & Ma, Zhenzhong & Zhou, Yan & Chen, Jin, 2023. "How digital platform capabilities improve sustainable innovation performance of firms: The mediating role of open innovation," Journal of Business Research, Elsevier, vol. 167(C).
    3. Ye, Xiang & Yue, Pengpeng, 2024. "What matters to reshaping consumption patterns in China? Digital inclusion and supply chain," Finance Research Letters, Elsevier, vol. 59(C).
    4. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    5. Xu, Dandan & Guo, Dongli & Yue, Pengpeng & Li, Mengshi, 2024. "Household green consumption: Does digital inclusion matter?," International Review of Financial Analysis, Elsevier, vol. 91(C).
    6. Shusen Qi & Duc Duy Nguyen, 2021. "Government connections and credit access around the world: Evidence from discouraged borrowers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(2), pages 321-333, March.
    7. Zhou, Linjiang & Shi, Xiaochuan & Bao, Yaxiong & Gao, Lihua & Ma, Chao, 2023. "Explainable artificial intelligence for digital finance and consumption upgrading," Finance Research Letters, Elsevier, vol. 58(PC).
    8. Kausik Chaudhuri & Subash Sasidharan & Rajesh Seethamma Natarajan Raj, 2020. "Gender, small firm ownership, and credit access: some insights from India," Small Business Economics, Springer, vol. 54(4), pages 1165-1181, April.
    9. Zhang, Dongyang & Bai, Dingchuan & Wang, Cao & He, Yurun, 2024. "Distribution dynamics and quantile dynamic convergence of the digital economy: Prefecture-level evidence in China," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    10. Yukichi Mano & Kazushi Takahashi & Keijiro Otsuka, 2020. "Mechanization in land preparation and agricultural intensification: The case of rice farming in the Cote d'Ivoire," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 899-908, November.
    11. Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
    12. Kapoor, Shreya & Kumar, Anjani & Saroj, Sunil, 2021. "Rural non-farm employment in Uttar Pradesh, India: drivers and impact," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 34(01), June.
    13. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
    14. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    15. McKillop, Donal & French, Declan & Quinn, Barry & Sobiech, Anna L. & Wilson, John O.S., 2020. "Cooperative financial institutions: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 71(C).
    16. Khushbu Mishra & Richard A. Gallenstein & Mario J. Miranda & Abdoul G. Sam & Patricia Toledo & Francis Mulangu, 2021. "Insured Loans and Credit Access: Evidence from a Randomized Field Experiment in Northern Ghana," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 923-943, May.
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