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The impact of financial inclusion on human capital investment: Evidence from China Family Panel Studies

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  • Ma, Dan
  • Chen, Hongfan
  • Fu, Lifu

Abstract

This paper explores the influence of financial inclusion on human capital investment among Chinese households. Although prior research underscores that financial inclusion fosters economic growth, its direct impact on household-level human capital investment remains insufficiently explored, particularly in developing regions. This research utilizes data from the China Family Panel Studies (CFPS) to develop a comprehensive household-level financial inclusion index, including bank accounts, loans, insurance, and digital payments. A two-way fixed effects model is employed to assess both the impact and underlying mechanisms through which financial inclusion affects human capital investment. The findings indicate that financial inclusion enhances human capital investment among Chinese households, with stronger effects observed in the western regions and among low-income families. This impact is realized by alleviating financing constraints, boosting property income, and mitigating income uncertainty. The results highlight the critical importance of actively promoting financial inclusion in developing countries, with particular emphasis on reaching underdeveloped regions and low-income households.

Suggested Citation

  • Ma, Dan & Chen, Hongfan & Fu, Lifu, 2024. "The impact of financial inclusion on human capital investment: Evidence from China Family Panel Studies," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1438-1451.
  • Handle: RePEc:eee:ecanpo:v:84:y:2024:i:c:p:1438-1451
    DOI: 10.1016/j.eap.2024.10.049
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    as
    1. Rong Hai & James Heckman, 2017. "Inequality in Human Capital and Endogenous Credit Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 4-36, April.
    2. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    3. Heckman, James J., 2005. "China's human capital investment," China Economic Review, Elsevier, vol. 16(1), pages 50-70.
    4. Dean Karlan & Jonathan Zinman, 2010. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 433-464, January.
    5. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    6. Chotikapanich, Duangkamon & Griffiths, William E. & Rao, D. S. Prasada, 2007. "Estimating and Combining National Income Distributions Using Limited Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 97-109, January.
    7. Deaton, Angus S & Paxson, Christina H, 1998. "Aging and Inequality in Income and Health," American Economic Review, American Economic Association, vol. 88(2), pages 248-253, May.
    8. Norbert R. Schady, 2004. "Do Macroeconomic Crises Always Slow Human Capital Accumulation?," The World Bank Economic Review, World Bank, vol. 18(2), pages 131-154.
    9. Kavonius, Ilja Kristian & Törmälehto, Veli-Matti, 2023. "Is property driving income distribution? – An analysis of the linkage between income and wealth in Finland, France and Spain," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 858-879.
    10. Christopher, A.S. & Himmelstein, D.U. & Woolhandler, S. & McCormick, D., 2018. "The effects of household medical expenditures on income inequality in the United States," American Journal of Public Health, American Public Health Association, vol. 108(3), pages 351-354.
    11. Gary S. Becker & Kevin M. Murphy & Robert Tamura, 1994. "Human Capital, Fertility, and Economic Growth," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 323-350, National Bureau of Economic Research, Inc.
    12. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    13. Carroll, Christopher D. & Samwick, Andrew A., 1997. "The nature of precautionary wealth," Journal of Monetary Economics, Elsevier, vol. 40(1), pages 41-71, September.
    14. Black, Sandra E & Lynch, Lisa M, 1996. "Human-Capital Investments and Productivity," American Economic Review, American Economic Association, vol. 86(2), pages 263-267, May.
    15. Yalin Gong & Li Lai & Kam C. Chan & Xiaolan Xia, 2022. "Is Supplementary Pension Beneficial to Human Capital Investment? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 739-753, February.
    16. Sarit Cohen-Goldner & Chemi Gotlibovski & Nava Kahana, 2009. "The role of marriage in immigrants’ human capital investment under liquidity constraints," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(4), pages 983-1003, October.
    17. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    18. Roland Bénabou, 1996. "Inequality and Growth," NBER Chapters, in: NBER Macroeconomics Annual 1996, Volume 11, pages 11-92, National Bureau of Economic Research, Inc.
    19. Maung, Min, 2024. "The bright side of social trust and entrepreneurial finance," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 778-795.
    20. Jere R. Behrman & Mark R. Rosenzweig, 2004. "Returns to Birthweight," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 586-601, May.
    21. Michael R.M. Abrigo & Sang-Hyop Lee & Donghyun Park, 2018. "Human Capital Spending, Inequality, and Growth in Middle-Income Asia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(6), pages 1285-1303, May.
    22. Craig S. Hakkio & William R. Keeton, 2009. "Financial stress: what is it, how can it be measured, and why does it matter?," Economic Review, Federal Reserve Bank of Kansas City, vol. 94(Q II), pages 5-50.
    23. Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
    24. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    25. Chi, Wei, 2012. "Capital income and income inequality: Evidence from urban China," Journal of Comparative Economics, Elsevier, vol. 40(2), pages 228-239.
    26. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    27. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    28. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    29. Singh, Vinay Kumar & Ghosh, Sajal, 2021. "Financial inclusion and economic growth in India amid demonetization: A case study based on panel cointegration and causality," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 674-693.
    30. Dan Ma & Wenchun Wang, 2023. "Mandatory inclusive finance policy and small banks' operating performance: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4761-4777, December.
    31. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    32. Beck, Thorsten & Pamuk, Haki & Ramrattan, Ravindra & Uras, Burak R., 2018. "Payment instruments, finance and development," Journal of Development Economics, Elsevier, vol. 133(C), pages 162-186.
    33. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    34. Jamil, Abd Rahim Md. & Law, Siong Hook & Mohamad Khair-Afham, M.S. & Trinugroho, Irwan, 2023. "Financial inclusion and economic uncertainty in developing countries: The role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 786-806.
    35. Munyegera, Ggombe Kasim & Matsumoto, Tomoya, 2016. "Mobile Money, Remittances, and Household Welfare: Panel Evidence from Rural Uganda," World Development, Elsevier, vol. 79(C), pages 127-137.
    36. da Costa, Carlos E. & Maestri, Lucas J., 2007. "The risk properties of human capital and the design of government policies," European Economic Review, Elsevier, vol. 51(3), pages 695-713, April.
    37. Asit Bhattacharyya & Md Lutfur Rahman & Sue Wright, 2023. "Improving small and medium‐size enterprise performance: Does working capital management enhance the effectiveness of financial inclusion?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 3943-3969, December.
    38. Evans, Alun Dwyfor & Green, Christopher J & Murinde, Victor, 2002. "Human Capital and Financial Development in Economic Growth: New Evidence Using the Translog Production Function," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(2), pages 123-140, April.
    39. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    40. Yin, Zhichao & Wang, Rui & Wu, Xi, 2023. "Financial inclusion, natural disasters and energy poverty: Evidence from China," Energy Economics, Elsevier, vol. 126(C).
    41. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    42. Abdul Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Does Education Reduce Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 301-316, April.
    43. Conor M. O'Toole & Carol Newman & Thia Hennessy, 2014. "Financing Constraints and Agricultural Investment: Effects of the Irish Financial Crisis," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(1), pages 152-176, January.
    44. Rong Hai & James Heckman, 2017. "Inequality in Human Capital and Endogenous Credit Constraints," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 4-36, April.
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