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The spatial effects of digital inclusive finance and traditional finance on the income of the migrant population: A comparative analysis of 243 cities in China

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  • Yang, Ronghai
  • Li, Yuqin
  • Li, Yabo

Abstract

This paper uses data from the China Migrants Dynamic Survey (CMDS), covering 243 cities across China from 2011 to 2018, to examine the differential impact of digital inclusive finance and traditional finance on the income of the migrant population. The findings reveal that digital inclusive finance significantly bolsters the income of the migrant population, whereas traditional finance appears less effective in delivering substantial financial support. The study further suggests that a synergistic approach, harnessing both digital and traditional financial services, could yield a markedly positive impact on migrant income, with notable spatial spillover effects. Furthermore, there is significant regional heterogeneity in how digital inclusive finance and traditional finance influence the income of the migrant population. On one hand, the economic impact of digital inclusive finance is more pronounced in southern regions, while the synergistic effect between digital inclusive finance and traditional finance is more robust in northern regions. On the other hand, coastal regions, despite with higher levels of digital inclusive financial services, exhibit less significant spillover effects compared to inland regions. This study provides strong evidence that digital inclusive finance and traditional finance can significantly optimize income distribution and enhance public welfare.

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  • Yang, Ronghai & Li, Yuqin & Li, Yabo, 2025. "The spatial effects of digital inclusive finance and traditional finance on the income of the migrant population: A comparative analysis of 243 cities in China," International Review of Financial Analysis, Elsevier, vol. 102(C).
  • Handle: RePEc:eee:finana:v:102:y:2025:i:c:s1057521925001413
    DOI: 10.1016/j.irfa.2025.104054
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    1. Suwen Pan & Roderick M. Rejesus & Xiurong He, 2009. "Does Financial Intermediation Development Increase Per Capita Income in Rural China?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(4), pages 72-87, July.
    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. Yao, Meifang & Di, He & Zheng, Xianrong & Xu, Xiaobo, 2018. "Impact of payment technology innovations on the traditional financial industry: A focus on China," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 199-207.
    4. 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).
    5. Zhong, Weiqiang & Jiang, Tingfeng, 2021. "Can internet finance alleviate the exclusiveness of traditional finance? evidence from Chinese P2P lending markets," Finance Research Letters, Elsevier, vol. 40(C).
    6. Mao, Fengfu & Wang, Yuanfan & Zhu, Mengsi, 2023. "Digital financial inclusion, traditional finance system and household entrepreneurship," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    7. Peilin Li & Wei Li, 2007. "Economic Status and Social Attitudes of Migrant Workers in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 15(4), pages 1-16, July.
    8. Völlmecke, Dominik & Jindra, Björn & Marek, Philipp, 2016. "FDI, human capital and income convergence—Evidence for European regions," Economic Systems, Elsevier, vol. 40(2), pages 288-307.
    9. Razzaq, Asif & Yang, Xiaodong, 2023. "Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    10. 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.
    11. Xuehua Shi & Xiaoyun Liu & Alexander Nuetah & Xian Xin, 2010. "Determinants of Household Income Mobility in Rural China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(2), pages 41-59, March.
    12. 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.
    13. Bu, Ya & Du, Xin & Wang, Yuting & Liu, Shuyu & Tang, Min & Li, Hui, 2024. "Digital inclusive finance: A lever for SME financing?," International Review of Financial Analysis, Elsevier, vol. 93(C).
    14. Hunjra, Ahmed Imran & Azam, Muhammad & Bruna, Maria Giuseppina & Taskin, Dilvin, 2022. "Role of financial development for sustainable economic development in low middle income countries," Finance Research Letters, Elsevier, vol. 47(PB).
    15. 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).
    16. Sun, Xiaoyan & Xie, Xuanli, 2024. "How does digital finance promote entrepreneurship? The roles of traditional financial institutions and BigTech firms," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    17. Ghossoub, Edgar A. & Reed, Robert R., 2017. "Financial development, income inequality, and the redistributive effects of monetary policy," Journal of Development Economics, Elsevier, vol. 126(C), pages 167-189.
    18. Lijin Liu & Lu Guo, 2023. "Digital Financial Inclusion, Income Inequality, and Vulnerability to Relative Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 1155-1181, December.
    19. Wu, Dailong & Tong, Xin & Liu, Liping & Wang, Joe, 2021. "Do regional financial resources affect the concentration of high-end service industries in Chinese cities?," Finance Research Letters, Elsevier, vol. 42(C).
    20. Zhang, Cheng & Zhu, Yuyao & Zhang, Limin, 2024. "Effect of digital inclusive finance on common prosperity and the underlying mechanisms," International Review of Financial Analysis, Elsevier, vol. 91(C).
    21. Krzysztof Waliszewski & Ewa Cichowicz & £ukasz Gêbski & Filip Kliber & Jakub Kubiczek & Pawe³ Niedzió³ka & Ma³gorzata Solarz & Anna Warchlewska, 2023. "The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion," Oeconomia Copernicana, Institute of Economic Research, vol. 14(2), pages 609-643, June.
    22. Zhuming Chen & Yushan Li & Yawen Wu & Junjun Luo, 2017. "The transition from traditional banking to mobile internet finance: an organizational innovation perspective - a comparative study of Citibank and ICBC," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-16, December.
    23. Zheng, Xiaodong & Wang, Yinglin & Wu, Qi & Zhou, Yanran, 2024. "Digital inclusive finance and migrant wages: Evidence from over 700,000 internal migrants in China," Finance Research Letters, Elsevier, vol. 62(PA).
    24. Liu, Kai & Yang, Jidong & Zou, Hongwei, 2020. "Cultural heterogeneity, social policy, and economic growth in China," China Economic Review, Elsevier, vol. 62(C).
    25. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    26. Guo, Bingnan & Feng, Yu & Lin, Ji, 2023. "Digital inclusive finance and digital transformation of enterprises," Finance Research Letters, Elsevier, vol. 57(C).
    27. 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.
    28. Chiu, Yi-Bin & Lee, Chien-Chiang, 2019. "Financial development, income inequality, and country risk," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 1-18.
    29. Qian, Zongxin & Tu, Yonghong & Zhou, Zinan, 2022. "The impact of financial development on the income and consumption levels of China’s rural residents," Journal of Asian Economics, Elsevier, vol. 83(C).
    30. Minghua Chen & Qinru Chu & Tengwen Zhang & Qian Li & Jianxu Liu & Woraphon Yamaka, 2023. "The Structural Causes and Trend Evolution of Imbalance and Insufficiency of Development of Digital Inclusive Finance in China," Sustainability, MDPI, vol. 15(13), pages 1-22, June.
    31. Li, Qiang, 2013. "Language and urban labor market segmentation: Theory and evidence," Journal of Urban Economics, Elsevier, vol. 74(C), pages 27-46.
    32. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    33. Zhangxi Lin & Andrew B. Whinston & Shaokun Fan, 2015. "Harnessing Internet finance with innovative cyber credit management," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 1(1), pages 1-24, December.
    34. Guoxiang Li & Rong Zhang & Suling Feng & Yuqing Wang, 2022. "Digital finance and sustainable development: Evidence from environmental inequality in China," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3574-3594, November.
    35. Chen, Yiu Por (Vincent) & Zhang, Yuan, 2018. "A decomposition method on employment and wage discrimination and its application in urban China (2002–2013)," World Development, Elsevier, vol. 110(C), pages 1-12.
    36. Guo, Xiaoxin & Zhong, Shihu, 2023. "Unintended consequences: How does digital inclusive finance affect migrants' urban settlement intentions?," International Review of Financial Analysis, Elsevier, vol. 89(C).
    37. Yanru Li & Guanglin Sun & Qiang Gao & Changming Cheng, 2023. "Digital Financial Inclusion, Financial Efficiency and Green Innovation," Sustainability, MDPI, vol. 15(3), pages 1-13, January.
    38. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    39. Lijian Qin & Chien-Ping Chen & Xun Liu & Chenggang Wang & Zhongyi Jiang, 2015. "Health Status and Earnings of Migrant Workers from Rural China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(2), pages 84-99, March.
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