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The impact of digital inclusive finance on agricultural economic resilience

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  • Gao, Qiang
  • Sun, Mengyuan
  • Chen, Lu

Abstract

This paper examines the influence of digital inclusive finance on agricultural economic resilience using provincial panel data spanning from 2012 to 2021 across 30 provinces in China. Through empirical analysis, we find that digital inclusive finance significantly enhances agricultural economic resilience, and this conclusion is valid after a series of robustness tests. Furthermore, our study reveals that rural industrial integration serves as a crucial mediator through which digital inclusive finance bolsters agricultural economic resilience. Additionally, traditional financial competition is shown to moderate the promotional effect of digital inclusive finance on agricultural economic resilience.

Suggested Citation

  • Gao, Qiang & Sun, Mengyuan & Chen, Lu, 2024. "The impact of digital inclusive finance on agricultural economic resilience," Finance Research Letters, Elsevier, vol. 66(C).
  • Handle: RePEc:eee:finlet:v:66:y:2024:i:c:s1544612324007098
    DOI: 10.1016/j.frl.2024.105679
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    References listed on IDEAS

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    1. Yu, Zehui & Li, Yiming & Dai, Lihua, 2023. "Digital finance and regional economic resilience: Theoretical framework and empirical test," Finance Research Letters, Elsevier, vol. 55(PA).
    2. 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.
    3. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    4. Robert Finger, 2023. "Digital innovations for sustainable and resilient agricultural systems," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(4), pages 1277-1309.
    5. Lu, Xiaomeng & Zhang, Xianjun & Guo, Jiaojiao & Yue, Pengpeng, 2024. "Digital finance era: Will individual investors become better players?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    6. Lian, Xu & Mu, Yueying & Zhang, Wenyu, 2023. "Digital inclusive financial services and rural income: Evidence from China's major grain-producing regions," Finance Research Letters, Elsevier, vol. 53(C).
    7. 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).
    8. Volkov, Artiom & Morkunas, Mangirdas & Balezentis, Tomas & Streimikiene, Dalia, 2022. "Are agricultural sustainability and resilience complementary notions? Evidence from the North European agriculture," Land Use Policy, Elsevier, vol. 112(C).
    9. Yang Shen & Xiaoyang Guo & Xiuwu Zhang, 2023. "Digital Financial Inclusion, Land Transfer, and Agricultural Green Total Factor Productivity," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
    10. 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).
    11. Meuwissen, Miranda P.M. & Feindt, Peter H. & Spiegel, Alisa & Termeer, Catrien J.A.M. & Mathijs, Erik & de Mey, Yann & Finger, Robert & Balmann, Alfons & Wauters, Erwin & Urquhart, Julie & Vigani, Mau, 2019. "A framework to assess the resilience of farming systems," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 176, pages 1-10.
    12. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    13. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    14. Wang, Shuo & Li, Chengyou & Wang, Zeru & Sun, Guanglin, 2023. "Digital skills and household financial asset allocation," Finance Research Letters, Elsevier, vol. 58(PC).
    15. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    16. Sun, Guanglin & Li, Ting & Ai, Yongfang & Li, Qinghai, 2023. "Digital finance and corporate financial fraud," International Review of Financial Analysis, Elsevier, vol. 87(C).
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    Cited by:

    1. Bing He & Cancan Ma, 2024. "Can the Inclusiveness of Foreign Capital Improve Corporate Environmental, Social, and Governance (ESG) Performance? Evidence from China," Sustainability, MDPI, vol. 16(22), pages 1-16, November.
    2. Ai, Hongshan & Xiang, Lin & Tan, Xiaoqing & Yao, Haorui & Han, Li, 2024. "The effects of place-based information technology policy on digital finance development: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 521-544.
    3. Heng Zhang & Xiuguang Bai & Mao Zhao, 2024. "How Socialized Services Affect Agricultural Economic Resilience—Empirical Evidence from China," Agriculture, MDPI, vol. 14(10), pages 1-18, October.
    4. Wang, Xinya & Guo, Huixiao & Li, Youwei & Huang, Shupei, 2025. "Beyond threats: Extreme heatwaves and economic resilience in China," Finance Research Letters, Elsevier, vol. 71(C).
    5. Yaru Cao & Yanjun Wang & Shenyu Xiao & Liming Xiao, 2025. "The Impact of Digital Financial Inclusion on the Construction of Agricultural Anti-Risk Capacity: Based on a Sample Analysis of 46 Prefecture-Level Cities in the Huaihe River Basin," Agriculture, MDPI, vol. 15(6), pages 1-23, March.
    6. Liang Luo & Qi Nie & Yingying Jiang & Feng Luo & Jie Wei & Yong Cui, 2024. "Spatiotemporal Dynamics and Spatial Spillover Effects of Resilience in China’s Agricultural Economy," Agriculture, MDPI, vol. 14(9), pages 1-24, September.

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