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Digital credit and insurance: Improving economic well-being for rural households

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  • Zhang, Jinhua
  • Chen, Shuangyu
  • Goodell, John W.
  • Du, Anna Min

Abstract

The integration of digital technologies in credit and insurance services has important implications for the economic well-being of rural households. This paper utilizes cross-sectional data from a 2022 survey conducted with 476 rural households in China to explore the influence of digitally coordinated credit and insurance (DCCI) on economic well-being. Results indicate that DCCI significantly enhances both net incomes and farm incomes of rural households. Particularly, younger households, those engaged with digital technologies, and those facing high natural risks see greater benefits. Additionally, we find that reducing credit rationing and enhancing risk resilience are key mechanisms through which DCCI improves economic outcomes. The robustness of these results is confirmed through various analytical methods and measures. This study highlights the important role of digital transformation in the credit and insurance sectors for fostering economic growth in the rural sectors of emerging markets.

Suggested Citation

  • Zhang, Jinhua & Chen, Shuangyu & Goodell, John W. & Du, Anna Min, 2025. "Digital credit and insurance: Improving economic well-being for rural households," International Review of Economics & Finance, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:reveco:v:98:y:2025:i:c:s1059056025000759
    DOI: 10.1016/j.iref.2025.103912
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    1. Francesca Nicola, 2015. "The impact of weather insurance on consumption, investment, and welfare," Quantitative Economics, Econometric Society, vol. 6(3), pages 637-661, November.
    2. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    3. Carter, Michael R. & Cheng, Lan & Sarris, Alexandros, 2016. "Where and how index insurance can boost the adoption of improved agricultural technologies," Journal of Development Economics, Elsevier, vol. 118(C), pages 59-71.
    4. Wang, Haijun & Du, Xiance & Ge, Chen & Wu, Wanting, 2024. "Does digital credit alleviate household income vulnerability?," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
    5. Edward Wolff & Ajit Zacharias, 2009. "Household wealth and the measurement of economic well-being in the United States," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(2), pages 83-115, June.
    6. Chishti, Muhammad Zubair & Xia, Xiqiang & Du, Anna Min & Özkan, Oktay, 2025. "Digital financial inclusion, the belt and road initiative, and the Paris agreement: Impacts on energy transition grid costs," Finance Research Letters, Elsevier, vol. 72(C).
    7. Jensen, Nathaniel D. & Mude, Andrew G. & Barrett, Christopher B., 2018. "How basis risk and spatiotemporal adverse selection influence demand for index insurance: Evidence from northern Kenya," Food Policy, Elsevier, vol. 74(C), pages 172-198.
    8. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.
    9. El-Osta, Hisham S. & Morehart, Mitchell J., 2002. "The Dynamics of Wealth Concentration Among Farm Operator Households," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 31(01), pages 1-13, April.
    10. Michael K. Ndegwa & Apurba Shee & Calum G. Turvey & Liangzhi You, 2020. "Uptake of insurance-embedded credit in presence of credit rationing: evidence from a randomized controlled trial in Kenya," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 80(5), pages 745-766, June.
    11. El-Osta, Hisham S. & Morehart, Mitchell J., 2002. "The Dynamics of Wealth Concentration Among Farm Operator Households," Agricultural and Resource Economics Review, Cambridge University Press, vol. 31(1), pages 84-96, April.
    12. Marcelin, I. & Sun, W. & Teclezion, M. & Junarsin, E., 2022. "Financial inclusion and bank risk-taking: the effect of information sharing," Finance Research Letters, Elsevier, vol. 50(C).
    13. Stephen R. Boucher & Michael R. Carter & Catherine Guirkinger, 2008. "Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agricultural Development," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 409-423.
    14. Annamaria Lusardi & Olivia S. Mitchell, 2014. "The Economic Importance of Financial Literacy: Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 5-44, March.
    15. Goodell, John W. & Kumar, Satish & Lim, Weng Marc & Pattnaik, Debidutta, 2021. "Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    16. Xavier Sala-i-Martin, 2006. "The World Distribution of Income: Falling Poverty and … Convergence, Period," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 351-397.
    17. Javier Diaz-Gimenez & Vincenzo Quadrini & José-Víctor Ríos-Rull & Santiago Budria Rodriguez, 2002. "Updated facts on the U.S. distributions of earnings, income, and wealth," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 26(Sum), pages 2-35.
    18. Boucher, Stephen R. & Carter, Michael R. & Guirkinger, Catherine, 2008. "AJAE Appendix: Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agriculture Development," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-6.
    19. Ehlers, Melf-Hinrich & Huber, Robert & Finger, Robert, 2021. "Agricultural policy in the era of digitalisation," Food Policy, Elsevier, vol. 100(C).
    20. Naranjo, María A. & Pieters, Janneke & Alpízar, Francisco, 2019. "Credit, insurance and farmers’ liability: Evidence from a lab in the field experiment with coffee farmers in Costa Rica," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 12-27.
    21. Xiuping Hua & Yiping Huang, 2021. "Understanding China’s fintech sector: development, impacts and risks," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 321-333, March.
    22. Nicholas J. SITKO & William J. BURKE & T. S. Jayne, 2018. "The Quiet Rise of Large-Scale Trading Firms in East and Southern Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 54(5), pages 895-914, May.
    23. Chen, Zhe & Li, Xiaojing & Zhang, Jizhou & Xia, Xianli, 2024. "Does digital finance alleviate household consumption inequality? Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    24. Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Rau, P. Raghavendra & Wardrop, Robert & Ziegler, Tania, 2023. "Fintech and big tech credit: Drivers of the growth of digital lending," Journal of Banking & Finance, Elsevier, vol. 148(C).
    25. Wong, Ho Lun & Wei, Xiangdong & Kahsay, Haftom Bayray & Gebreegziabher, Zenebe & Gardebroek, Cornelis & Osgood, Daniel E. & Diro, Rahel, 2020. "Effects of input vouchers and rainfall insurance on agricultural production and household welfare: Experimental evidence from northern Ethiopia," World Development, Elsevier, vol. 135(C).
    26. Hisaki KONO & Kazushi TAKAHASHI, 2010. "Microfinance Revolution: Its Effects, Innovations, And Challenges," The Developing Economies, Institute of Developing Economies, vol. 48(1), pages 15-73, March.
    27. 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.
    28. Mishra, Ashok K. & El-Osta, Hisham S. & Morehart, Mitchell J. & Johnson, James D. & Hopkins, Jeffrey W., 2002. "Income, Wealth, And The Economic Well-Being Of Farm Households," Agricultural Economic Reports 33967, United States Department of Agriculture, Economic Research Service.
    29. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    30. Yang, Fan & Masron, Tajul Ariffin, 2024. "Role of financial inclusion and digital transformation on bank credit risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    31. Cecchi, Francesco & Lensink, Robert & Slingerland, Edwin, 2024. "Ambiguity attitudes and demand for weather index insurance with and without a credit bundle: experimental evidence from Kenya," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
    32. Farrell E. Jensen, 2000. "The Farm Credit System as a Government-Sponsored Enterprise," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 22(2), pages 326-335.
    33. Wei Jiang & Yanhui Hu & Hongjie Cao, 2024. "Does Digital Financial Inclusion Increase the Household Consumption? Evidence from China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17333-17364, December.
    34. Annan, Francis, 2022. "Moral hazard in insurance: Theory and evidence from a credit reform in Ghana," Journal of Public Economics, Elsevier, vol. 209(C).
    35. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    36. Ruth Hill & Angelino Viceisza, 2012. "A field experiment on the impact of weather shocks and insurance on risky investment," Experimental Economics, Springer;Economic Science Association, vol. 15(2), pages 341-371, June.
    37. Hu, Debao & Guo, Fang & Shang, Jianing & Zhang, Xinyue, 2024. "Does digital finance increase household risk-taking? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1197-1210.
    38. Petrick, Martin, 2004. "Farm investment, credit rationing, and governmentally promoted credit access in Poland: a cross-sectional analysis," Food Policy, Elsevier, vol. 29(3), pages 275-294, June.
    39. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
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    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics

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