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The Impact of Digital Finance on the Urban–Rural Income Gap in China: The Mediating Role of Employment Structural Transformation

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  • Jing Zhao

    (Business School, Beijing Normal University, Beijing 100875, China)

  • Wenshun Li

    (School of Economics & Management, Tongji University, Tongji Bldg A, Siping Rd 1500, Shanghai 200092, China)

Abstract

The effect of digital finance on the income disparity between urban and rural areas has attracted wide attention from scholars, and this paper focuses on the mediating role of employment structural transformation, which can contribute more insights to address regional development imbalances and achieve common prosperity. Taking panel data of China’s province from 2010 to 2020 as a sample, we use the fixed effect model to integrally test the relationship between the three factors. Our findings indicate that (1) the development of digital finance significantly narrows the urban–rural income gap. The digital finance index increased by 1% and the rural–urban income gap decreased by about 0.34%. The results still hold after considering the endogeneity problem and a series of robustness tests; (2) mechanism analysis shows that digital finance could reduce the urban–rural income gap through the employment structural transformation; and (3) the results of regional heterogeneity show that the reduction effect of digital finance on the urban–rural income gap is stronger in areas with high marketization and in northern regions. Such insights can assist the government in strategically developing rural digital finance, thereby expediting the reduction of regional inequalities and achieving sustainable economic growth. Additionally, the government should focus on guiding rural employment structure transformation to better realize the reduction effect of digital finance on the urban–rural income gap.

Suggested Citation

  • Jing Zhao & Wenshun Li, 2024. "The Impact of Digital Finance on the Urban–Rural Income Gap in China: The Mediating Role of Employment Structural Transformation," Sustainability, MDPI, vol. 16(19), pages 1-23, September.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:19:p:8365-:d:1486196
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    1. Xia, Yanchun & Qiao, Zhilin & Xie, Guanghua, 2022. "Corporate resilience to the COVID-19 pandemic: The role of digital finance," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
    2. Martin Cihak & Ratna Sahay, 2020. "Finance and Inequality," IMF Staff Discussion Notes 20/01, International Monetary Fund.
    3. Zhang, Quanda & Awaworyi Churchill, Sefa, 2020. "Income inequality and subjective wellbeing: Panel data evidence from China," China Economic Review, Elsevier, vol. 60(C).
    4. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    5. Lianying Yao & Xiaoxiao Ma, 2022. "Has digital finance widened the income gap?," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-20, February.
    6. Gerhard Kling & Vanesa Pesqué-Cela & Lihui Tian & Deming Luo, 2022. "A theory of financial inclusion and income inequality," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 137-157, January.
    7. Mr. Martin Cihak & Ms. Ratna Sahay, 2020. "Finance and Inequality," IMF Staff Discussion Notes 2020/001, International Monetary Fund.
    8. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    9. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.
    10. Luo, Chuliang & Li, Shi & Sicular, Terry, 2020. "The long-term evolution of national income inequality and rural poverty in China," China Economic Review, Elsevier, vol. 62(C).
    11. Gaoke Liao & Dequan Yao & Zhihao Hu, 2020. "The Spatial Effect of the Efficiency of Regional Financial Resource Allocation from the Perspective of Internet Finance: Evidence from Chinese Provinces," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(6), pages 1211-1223, May.
    12. Yue Wang & Feilong Weng & Xuexi Huo, 2023. "Can Digital Finance Promote Professional Farmers’ Income Growth in China?—An Examination Based on the Perspective of Income Structure," Agriculture, MDPI, vol. 13(5), pages 1-22, May.
    13. Wang, Cong & Lu, Yifan, 2020. "Can economic structural change and transition explain cross-country differences in innovative activity?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    14. Mandira Sarma, 2008. "Index of Financial Inclusion," Finance Working Papers 22259, East Asian Bureau of Economic Research.
    15. Chi‐Wei Su & Yu Song & Ye‐Ting Ma & Ran Tao, 2019. "Is financial development narrowing the urban–rural income gap? A cross‐regional study of China," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1779-1800, August.
    16. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    17. Chakraborty, Shankha & Ray, Tridip, 2006. "Bank-based versus market-based financial systems: A growth-theoretic analysis," Journal of Monetary Economics, Elsevier, vol. 53(2), pages 329-350, March.
    18. Loan Thi-Hong Van & Anh The Vo & Nhan Thien Nguyen & Duc Hong Vo, 2021. "Financial Inclusion and Economic GROWTH: An International Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 239-263, January.
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