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How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China

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  • Du, Yanan
  • Wang, Qingxi
  • Zhou, Jianping

Abstract

Digital inclusive finance can provide effective financial services to consumers and enterprises that are excluded from traditional finance, thereby improving the vitality and resilience of the economy. Using panel data from 285 Chinese cities from 2011 to 2020, this study explores the mechanism of the impact of digital inclusive finance on economic resilience. We also empirically test the direct effect of digital inclusive finance on economic resilience, the moderating effect of the market environment, and the transmission path of mediating variables. The study shows that improving the level of digital inclusive finance has a positive impact on economic resilience, which mainly stems from the deepening of the coverage breadth and use depth of digital inclusive finance and gradually increases over time. In the heterogeneity analysis, we find that the enhanced effect of digital inclusive finance on economic resilience is more significant in the central and eastern regions and in cities with larger economies in China. Further mechanism analysis reveals that the better the financial market environment and business environment are, the stronger the role of digital inclusion finance in promoting economic resilience. In addition, the increase in innovative technology and the growth of the consumption level are two important mediating variables for digital inclusive finance to actively contribute to economic resilience.

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  • 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).
    • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923002259
    DOI: 10.1016/j.irfa.2023.102709
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    as
    1. Matthieu Crozet, 2004. "Do migrants follow market potentials? An estimation of a new economic geography model," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 439-458, August.
    2. Chava, Sudheer & Ganduri, Rohan & Paradkar, Nikhil & Zhang, Yafei, 2021. "Impact of marketplace lending on consumers’ future borrowing capacities and borrowing outcomes," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1186-1208.
    3. Chaohua He & Hongyan Du, 2022. "Urbanization, inclusive finance and urban-rural income gap," Applied Economics Letters, Taylor & Francis Journals, vol. 29(8), pages 755-759, May.
    4. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    5. Mingdou Zhang & Qingbang Wu & Weilu Li & Dongqi Sun & Fei Huang, 2021. "Intensifier of urban economic resilience: Specialized or diversified agglomeration?," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-21, November.
    6. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    7. Steger, Thomas M., 2000. "Economic growth with subsistence consumption," Journal of Development Economics, Elsevier, vol. 62(2), pages 343-361, August.
    8. Weilin Fan & Haoqiang Wu & Ying Liu & Stefan Cristian Gherghina, 2022. "Does Digital Finance Induce Improved Financing for Green Technological Innovation in China?," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-12, March.
    9. Robert Hassink & Etienne Nel & Jessie Smart & Tony Binns, 2017. "Resilience to Economic Shocks: Reflections from Zambia's Copperbelt," Growth and Change, Wiley Blackwell, vol. 48(2), pages 201-213, June.
    10. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    11. Leora Klapper & Annamaria Lusardi, 2020. "Financial literacy and financial resilience: Evidence from around the world," Financial Management, Financial Management Association International, vol. 49(3), pages 589-614, September.
    12. Yongzheng Liu & Jie Mao, 2019. "How Do Tax Incentives Affect Investment and Productivity? Firm-Level Evidence from China," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 261-291, August.
    13. Khurana, Indu & Dutta, Dev K. & Singh Ghura, Amarpreet, 2022. "SMEs and digital transformation during a crisis: The emergence of resilience as a second-order dynamic capability in an entrepreneurial ecosystem," Journal of Business Research, Elsevier, vol. 150(C), pages 623-641.
    14. Ron Martin & Peter Sunley & Ben Gardiner & Peter Tyler, 2016. "How Regions React to Recessions: Resilience and the Role of Economic Structure," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 561-585, April.
    15. Torres, Pedro & Augusto, Mário, 2019. "Building resilience to negative information and increasing purchase intentions in a digital environment," Journal of Business Research, Elsevier, vol. 101(C), pages 528-535.
    16. Christopher Feather & Chris K. Meme, 2019. "Strengthening housing finance in emerging markets: the savings and credit cooperative organisation (SACCO) model in Kenya," Housing Studies, Taylor & Francis Journals, vol. 34(9), pages 1485-1520, October.
    17. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    18. Gillian Bristow & Adrian Healy, 2018. "Innovation and regional economic resilience: an exploratory analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 265-284, March.
    19. Jinmian Han & Jiaqi Wang & Xiaoqiang Ma, 2019. "Effects of Farmers’ Participation in Inclusive Finance on Their Vulnerability to Poverty: Evidence from Qinba Poverty-Stricken Area in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(5), pages 998-1013, April.
    20. Yao Li & Haiming Long & Jiajun Ouyang & Haitao Ma, 2022. "Digital Financial Inclusion, Spatial Spillover, and Household Consumption: Evidence from China," Complexity, Hindawi, vol. 2022, pages 1-14, February.
    21. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    22. Edward Lorenz & Sophie Pommet, 2021. "Mobile money, inclusive finance and enterprise innovativeness: an analysis of East African nations," Industry and Innovation, Taylor & Francis Journals, vol. 28(2), pages 136-159, February.
    23. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    24. Daniele Tori & Özlem Onaran, 2018. "The effects of financialization on investment: evidence from firm-level data for the UK," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(5), pages 1393-1416.
    25. Zanxin Wang & Wei Wei, 2021. "Regional economic resilience in China: measurement and determinants," Regional Studies, Taylor & Francis Journals, vol. 55(7), pages 1228-1239, July.
    26. Marco Di Maggio & Vincent Yao, 2021. "Fintech Borrowers: Lax Screening or Cream-Skimming?," The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4565-4618.
    27. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    28. 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).
    29. Shan Man & Xiangli Wu & Yongchun Yang & Qingmin Meng & Xiuliang Yuan, 2021. "An Assessment Approach to Urban Economic Resilience of the Rust Belt in China," Complexity, Hindawi, vol. 2021, pages 1-16, September.
    30. 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.
    31. Juntao Tan & Kevin Lo & Fangdao Qiu & Xinlin Zhang & Hongbo Zhao, 2020. "Regional economic resilience of resource‐based cities and influential factors during economic crises in China," Growth and Change, Wiley Blackwell, vol. 51(1), pages 362-381, March.
    32. Yuxin Li & Pingyu Zhang & Kevin Lo & Juntao Tan & Qifeng Yang, 2022. "Borderland Economic Resilience under COVID-19: Evidence from China–Russia Border Regions," IJERPH, MDPI, vol. 19(20), pages 1-22, October.
    33. Xiaohui Hu & Robert Hassink, 2017. "Exploring adaptation and adaptability in uneven economic resilience: a tale of two Chinese mining regions," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 10(3), pages 527-541.
    34. Lucinda David, 2018. "Agency and resilience in the time of regional economic crisis," European Planning Studies, Taylor & Francis Journals, vol. 26(5), pages 1041-1059, May.
    35. Andrew M. Davis & Kyle Hyndman, 2019. "Multidimensional Bargaining and Inventory Risk in Supply Chains: An Experimental Study," Management Science, INFORMS, vol. 65(3), pages 1286-1304, March.
    36. Yuan, Ying & Wang, Haiying & Jin, Xiu, 2022. "Pandemic-driven financial contagion and investor behavior: Evidence from the COVID-19," International Review of Financial Analysis, Elsevier, vol. 83(C).
    37. Dong, Kangyin & Taghizadeh-Hesary, Farhad & Zhao, Jun, 2022. "How inclusive financial development eradicates energy poverty in China? The role of technological innovation," Energy Economics, Elsevier, vol. 109(C).
    38. Ruibo Jiang & Wenjing Fan, 2022. "Inclusive finance and employment: Can financial development improve peasant's entrepreneurship?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(3), pages 630-646, April.
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