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Analyzing the Impact of Digital Inclusive Finance on Poverty Reduction: A Study Based on System GMM in China

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  • Xiaowen Xie

    (Graduate School of Development Economics, National Institute of Development Administration, 148 Serithai Road, Bangkok 10240, Thailand
    International College, Krirk University, Bangkok 10220, Thailand)

Abstract

This study investigates the potential of digital financial inclusion to reduce regional poverty in China, an issue that has received varying opinions from the academic community. Using panel data from 31 provinces, municipalities, and autonomous regions (2011–2020) and employing the system GMM, this paper analyzes the dynamic relationship between regional poverty and the growth of digital financial inclusion, as measured by the ‘Peking University Digital Financial Inclusion Index’. Controlling for factors such as the Gini coefficient, industrial structure, financial support for agriculture and education, and economic openness, this research finds that digital financial inclusion has a marked ability to reduce poverty rates. Moreover, our results indicate an intergenerational transmission characteristic in poverty, where prior levels significantly influence current poverty incidence. The study concludes that the recent acceleration of digital financial inclusion can be harnessed for meaningful poverty reduction. This study’s policy recommendations highlight the need for financial development to foster industrial and social growth and stress the importance of financial education for low-income populations. Additionally, it calls for increased management and oversight of inclusive and agricultural digital financial products and services.

Suggested Citation

  • Xiaowen Xie, 2023. "Analyzing the Impact of Digital Inclusive Finance on Poverty Reduction: A Study Based on System GMM in China," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13331-:d:1233657
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    References listed on IDEAS

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    1. Alfred Hannig & Stefan Jansen, 2010. "Financial Inclusion and Financial Stability : Current Policy Issues," Finance Working Papers 23124, East Asian Bureau of Economic Research.
    2. Shivangi Bhatia & Seema Singh, 2019. "Empowering Women Through Financial Inclusion: A Study of Urban Slum," Vikalpa: The Journal for Decision Makers, , vol. 44(4), pages 182-197, December.
    3. Siong Law & Hui Tan & W. Azman-Saini, 2014. "Financial Development and Income Inequality at Different Levels of Institutional Quality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 21-33.
    4. Guido Alfani, 2022. "Epidemics, Inequality, and Poverty in Preindustrial and Early Industrial Times," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 3-40, March.
    5. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    6. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    7. Hannig, Alfred & Jansen, Stefan, 2010. "Financial Inclusion and Financial Stability: Current Policy Issues," ADBI Working Papers 259, Asian Development Bank Institute.
    8. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    9. James B. Ang, 2010. "Finance and Inequality: The Case of India," Southern Economic Journal, John Wiley & Sons, vol. 76(3), pages 738-761, January.
    10. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    11. Xue Wang & Guangwen He, 2020. "Digital Financial Inclusion and Farmers’ Vulnerability to Poverty: Evidence from Rural China," Sustainability, MDPI, vol. 12(4), pages 1-18, February.
    12. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    13. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    14. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    15. Jennifer T. Lai & Isabel K. M. Yan & Xingjian Yi & Hao Zhang, 2020. "Digital Financial Inclusion and Consumption Smoothing in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(1), pages 64-93, January.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Philip Arestis & Asena Caner, 2004. "Financial Liberalization and Poverty: Channels of Influence," Economics Working Paper Archive wp_411, Levy Economics Institute.
    18. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    19. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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