IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v94y2025ipcs1043951x2500238x.html

FinTech and consumption resilience to uncertainty shocks: Evidence from digital wealth management in China

Author

Listed:
  • Liu, Jialin
  • Li, Lin
  • Lu, Dong
  • E., Meihe

Abstract

Developing countries are taking advantage of FinTech tools to provide more people with convenient access to financial market investment through digital wealth management. Using COVID-19 as an uncertainty shock, we examine whether and how digital wealth management affects the resilience of consumption to shocks based on a unique micro dataset provided by Alipay, a leading Big Tech platform in China. We find that digital wealth management mitigates the response of consumption to uncertainty shocks: residents who participate in digital wealth management, especially in risky asset investments, experience a lower reduction in consumption. The mitigation effect works through two channels: those who allocate a larger proportion of risky assets in their portfolio (portfolio choice channel) and obtain a higher realized return (changes in asset prices channel) exhibit greater consumption resilience to negative shocks. Importantly, digital wealth management helps improve financial inclusion, with a more pronounced mitigation effect among residents with lower-level wealth, living in less developed areas, and those with lower-level conventional finance accessibility. We also find that digital wealth management substitutes for conventional bank credit but serves as a complement to FinTech credit in smoothing consumption during uncertainty shocks.

Suggested Citation

  • Liu, Jialin & Li, Lin & Lu, Dong & E., Meihe, 2025. "FinTech and consumption resilience to uncertainty shocks: Evidence from digital wealth management in China," China Economic Review, Elsevier, vol. 94(PC).
  • Handle: RePEc:eee:chieco:v:94:y:2025:i:pc:s1043951x2500238x
    DOI: 10.1016/j.chieco.2025.102580
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X2500238X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2025.102580?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Moore, B J, 1975. "Equities, Capital Gains, and the Role of Finance in Accumulation," American Economic Review, American Economic Association, vol. 65(5), pages 872-886, December.
    2. Caballero, Ricardo J., 1990. "Consumption puzzles and precautionary savings," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 113-136, January.
    3. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    4. Patrick Honohan, 2004. "Financial development, growth, and poverty: how close are the links?," Policy Research Working Paper Series 3203, The World Bank.
    5. Segal, Gill & Shaliastovich, Ivan & Yaron, Amir, 2015. "Good and bad uncertainty: Macroeconomic and financial market implications," Journal of Financial Economics, Elsevier, vol. 117(2), pages 369-397.
    6. Hall, Robert E, 1978. "Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 971-987, December.
    7. Christopher D. Carroll, 2001. "A Theory of the Consumption Function, with and without Liquidity Constraints," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 23-45, Summer.
    8. Zheng, Kaixin, 2025. "Do FinTech platforms amplify the wealth effect?," International Review of Financial Analysis, Elsevier, vol. 101(C).
    9. Suri, Tavneet & Bharadwaj, Prashant & Jack, William, 2021. "Fintech and household resilience to shocks: Evidence from digital loans in Kenya," Journal of Development Economics, Elsevier, vol. 153(C).
    10. Shen, Yan & Sun, Ang & Zhou, Zikun & Jia, Dun, 2024. "Digital finance and wealth inequality: Evidence from a big tech platform in China during the COVID-19 pandemic," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    11. Sundaresan, Suresh M, 1989. "Intertemporally Dependent Preferences and the Volatility of Consumption and Wealth," The Review of Financial Studies, Society for Financial Studies, vol. 2(1), pages 73-89.
    12. Hayne E. Leland, 1968. "Saving and Uncertainty: The Precautionary Demand for Saving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(3), pages 465-473.
    13. Ross Levine & Chen Lin & Mingzhu Tai & Wensi Xie, 2021. "How Did Depositors Respond to COVID-19? [A crisis of banks as liquidity providers]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5438-5473.
    14. Haliassos, Michael & Reiter, Michael, 2005. "Credit card debt puzzles," CFS Working Paper Series 2005/26, Center for Financial Studies (CFS).
    15. David B. Gross & Nicholas S. Souleles, 2002. "Do Liquidity Constraints and Interest Rates Matter for Consumer Behavior? Evidence from Credit Card Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 149-185.
    16. David I. Laibson & Andrea Repetto & Jeremy Tobacman, 1998. "Self-Control and Saving for Retirement," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 29(1), pages 91-196.
    17. Telyukova, Irina A. & Visschers, Ludo, 2013. "Precautionary money demand in a business-cycle model," Journal of Monetary Economics, Elsevier, vol. 60(8), pages 900-916.
    18. Claire Greene & Joanna Stavins, 2023. "Credit card debt puzzle: liquid assets to pay household bills," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 70(4), pages 503-535, December.
    19. Nicola Gennaioli & Andrei Shleifer & Robert Vishny, 2014. "Finance and the Preservation of Wealth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1221-1254.
    20. Olga Gorbachev & María José Luengo-Prado, 2019. "The Credit Card Debt Puzzle: The Role of Preferences, Credit Access Risk, and Financial Literacy," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 294-309, May.
    21. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    22. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    23. Li Liao & Jing Jian Xiao & Weiqiang Zhang & Congyi Zhou, 2017. "Financial literacy and risky asset holdings: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(5), pages 1383-1415, December.
    24. Fulford, Scott L., 2015. "How important is variability in consumer credit limits?," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 42-63.
    25. Agarwal, Vikas & Aslan, Hadiye & Huang, Lixin & Ren, Honglin, 2022. "Political Uncertainty and Household Stock Market Participation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(8), pages 2899-2928, December.
    26. 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.
    27. Francesco D’Acunto & Nagpurnanand Prabhala & Alberto G Rossi, 2019. "The Promises and Pitfalls of Robo-Advising," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1983-2020.
    28. Irina A. Telyukova, 2013. "Household Need for Liquidity and the Credit Card Debt Puzzle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 1148-1177.
    29. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1, January.
    30. Carol C. Bertaut & Michael Haliassos & Michael Reiter, 2009. "Credit Card Debt Puzzles and Debt Revolvers for Self Control," Review of Finance, European Finance Association, vol. 13(4), pages 657-692.
    31. Monica Paiella & Luigi Pistaferri, 2017. "Decomposing the Wealth Effect on Consumption," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 710-721, July.
    32. Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    33. Andreas Lehnert & Dean Maki, 2007. "Consumption, Debt, and Portfolio Choice: Testing the Effects of Bankruptcy Law," Palgrave Macmillan Books, in: Sumit Agarwal & Brent W. Ambrose (ed.), Household Credit Usage, chapter 0, pages 55-76, Palgrave Macmillan.
    34. Di Maggio, Marco & Kermani, Amir & Ramcharan, Rodney & Yao, Vincent & Yu, Edison, 2022. "The pass-through of uncertainty shocks to households," Journal of Financial Economics, Elsevier, vol. 145(1), pages 85-104.
    35. 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.
    36. Itzhak Ben-David & Elyas Fermand & Camelia M. Kuhnen & Geng Li, 2018. "Expectations Uncertainty and Household Economic Behavior," NBER Working Papers 25336, National Bureau of Economic Research, Inc.
    37. Sumit Agarwal & Pulak Ghosh & Jing Li & Tianyue Ruan, 2024. "Digital Payments and Consumption: Evidence from the 2016 Demonetization in India," The Review of Financial Studies, Society for Financial Studies, vol. 37(8), pages 2550-2585.
    38. Stijn Claessens & Jon Frost & Grant Turner & Feng Zhu, 2018. "Fintech credit markets around the world: size, drivers and policy issues," BIS Quarterly Review, Bank for International Settlements, September.
    39. A. Sandmo, 1970. "The Effect of Uncertainty on Saving Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(3), pages 353-360.
    40. Prina, Silvia, 2015. "Banking the poor via savings accounts: Evidence from a field experiment," Journal of Development Economics, Elsevier, vol. 115(C), pages 16-31.
    41. Claire Yurong Hong & Xiaomeng Lu & Jun Pan, 2025. "Fintech Platforms and Mutual Fund Distribution," Management Science, INFORMS, vol. 71(1), pages 488-517, January.
    42. Hans-Martin Von Gaudecker, 2015. "How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice?," Journal of Finance, American Finance Association, vol. 70(2), pages 489-507, April.
    43. Jie Li & Quanyun Song & Changyan Peng & Yu Wu, 2020. "COVID-19 Pandemic and Household Liquidity Constraints: Evidence from Micro Data," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3626-3634, December.
    44. Bu, Di & Hanspal, Tobin & Liao, Yin & Liu, Yong, 2022. "Cultivating Self-Control in FinTech: Evidence from a Field Experiment on Online Consumer Borrowing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(6), pages 2208-2250, September.
    45. Jeppe Druedahl & Casper Nordal Jørgensen, 2018. "Precautionary borrowing and the credit card debt puzzle," Quantitative Economics, Econometric Society, vol. 9(2), pages 785-823, July.
    46. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    47. Haiqiang Chen & Wenlan Qian & Qiang Wen, 2021. "The Impact of the COVID-19 Pandemic on Consumption: Learning from High-Frequency Transaction Data," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 307-311, May.
    48. Bonaccorsi, Giovanni & Scotti, Francesco & Pierri, Francesco & Flori, Andrea & Pammolli, Fabio, 2024. "Targeted policies and household consumption dynamics: Evidence from high-frequency transaction data," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 111-134.
    49. Berger, Allen N. & Demirgüç-Kunt, Asli, 2021. "Banking research in the time of COVID-19," Journal of Financial Stability, Elsevier, vol. 57(C).
    50. Claire Yurong Hong & Xiaomeng Lu & Jun Pan, 2020. "FinTech Adoption and Household Risk-Taking: From Digital Payments to Platform Investments," NBER Working Papers 28063, National Bureau of Economic Research, Inc.
    51. Yang, Tong & Zhang, Xun, 2022. "FinTech adoption and financial inclusion: Evidence from household consumption in China," Journal of Banking & Finance, Elsevier, vol. 145(C).
    52. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    53. Gong, Qiang & Ban, Mingyuan & Yu, Yunjun & Wang, Luying & Yuan, Yan, 2023. "Digital wealth management and consumption: Micro evidence from individual investments," China Economic Review, Elsevier, vol. 81(C).
    54. Piotr Bialowolski & Andrzej Cwynar & Dorota Weziak-Bialowolska, 2022. "Co-holding behaviour: unlocking the puzzle," Applied Economics Letters, Taylor & Francis Journals, vol. 29(4), pages 333-337, February.
    55. Gathergood, John & Weber, Jörg, 2014. "Self-control, financial literacy & the co-holding puzzle," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 455-469.
    56. Ciravegna, Luciano & Ahlstrom, David & Michailova, Snejina & Oh, Chang Hoon & Gaur, Ajai, 2023. "Exogenous shocks and MNEs: Learning from pandemics, conflicts, and other major disruptions," Journal of World Business, Elsevier, vol. 58(6).
    57. Zeldes, Stephen P, 1989. "Consumption and Liquidity Constraints: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 305-346, April.
    58. Hwan-sik Choi & Ron A Laschever, 2018. "The Credit Card Debt Puzzle and Noncognitive Ability [Wealth accumulation and the propensity to plan]," Review of Finance, European Finance Association, vol. 22(6), pages 2109-2137.
    59. Cardak, Buly A. & Wilkins, Roger, 2009. "The determinants of household risky asset holdings: Australian evidence on background risk and other factors," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 850-860, May.
    60. Hu, Jiayin & Huang, Yiping & Liu, Jialin, 2024. "The changing face of consumer credit: Evidence from a big tech platform in China," Pacific-Basin Finance Journal, Elsevier, vol. 83(C).
    61. Martin Lettau & Sydney C. Ludvigson, 2004. "Understanding Trend and Cycle in Asset Values: Reevaluating the Wealth Effect on Consumption," American Economic Review, American Economic Association, vol. 94(1), pages 276-299, March.
    62. Paolina C. Medina & Michaela Pagel, 2025. "Does Saving Cause Borrowing? Implications for the Coholding Puzzle," Journal of Finance, American Finance Association, vol. 80(5), pages 2689-2738, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    2. Orazio P. Attanasio & Guglielmo Weber, 2010. "Consumption and Saving: Models of Intertemporal Allocation and Their Implications for Public Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 693-751, September.
    3. Olafsson, Arna & Gathergood, John, 2020. "The Co-holding Puzzle: New Evidence from Transaction-Level Data," CEPR Discussion Papers 14799, Centre for Economic Policy Research.
    4. Giuseppe Pulina, 2023. "Consumer debt in Luxembourg and the euro area: Evidence from the Household Finance and Consumption Survey," BCL working papers 175, Central Bank of Luxembourg.
    5. Wang, Chong & Wang, Neng & Yang, Jinqiang, 2016. "Optimal consumption and savings with stochastic income and recursive utility," Journal of Economic Theory, Elsevier, vol. 165(C), pages 292-331.
    6. Emilio Fernandez-Corugedo, 2004. "Consumption Theory," Handbooks, Centre for Central Banking Studies, Bank of England, number 23, April.
    7. Alfonso Palacio Vera, 2008. "The "New consensus"and the Post-Keynesian approach to the analysis of liquidity traps," Documentos de trabajo de la Facultad de Ciencias Económicas y Empresariales 08-03, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
    8. Pulina, Giuseppe, 2024. "Credit card debt puzzle: Evidence from the euro area," Economics Letters, Elsevier, vol. 236(C).
    9. Lugilde, Alba & Bande, Roberto & Riveiro, Dolores, 2017. "Precautionary Saving: a review of the theory and the evidence," MPRA Paper 77511, University Library of Munich, Germany.
    10. Olga Gorbachev & María José Luengo-Prado, 2019. "The Credit Card Debt Puzzle: The Role of Preferences, Credit Access Risk, and Financial Literacy," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 294-309, May.
    11. Wang, Neng, 2006. "Generalizing the permanent-income hypothesis: Revisiting Friedman's conjecture on consumption," Journal of Monetary Economics, Elsevier, vol. 53(4), pages 737-752, May.
    12. Alessandro Federici & Pierluigi Montalbano, 2012. "Macroeconomic volatility, consumption behaviour and welfare: A cross-country analysis," Working Paper Series 3612, Department of Economics, University of Sussex Business School.
    13. Scott L. Fulford & Scott Schuh, 2023. "Revolving versus Convenience Use of Credit Cards: Evidence from U.S. Credit Bureau Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(7), pages 1667-1701, October.
    14. d’Astous, Philippe, 2019. "Responses to an anticipated increase in cash on hand: Evidence from term loan repayments," Journal of Banking & Finance, Elsevier, vol. 108(C).
    15. Carolina Laureti, 2017. "Why do Poor People Co-hold Debt and Liquid Savings?," Working Papers CEB 17-007, ULB -- Universite Libre de Bruxelles.
    16. Cookson, J. Anthony & Gilje, Erik P. & Heimer, Rawley Z., 2022. "Shale shocked: Cash windfalls and household debt repayment," Journal of Financial Economics, Elsevier, vol. 146(3), pages 905-931.
    17. Jing Jian Xiao & Chunsheng Tao, 2020. "Consumer finance/household finance: the definition and scope," China Finance Review International, Emerald Group Publishing Limited, vol. 11(1), pages 1-25, June.
    18. Castaldo, Stefano & Tirelli, Mario, 2025. "Subjective income risk and precautionary saving," Economic Modelling, Elsevier, vol. 143(C).
    19. Wang, Jianqiu & Yin, Zhichao & Jiang, Jialing, 2023. "The effect of the digital divide on household consumption in China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    20. Jim Malley & Hassan Molana, 2003. "The Life-Cycle-Permanent- Income Hypothesis: A Reinterpretation and Supporting Evidence," Dundee Discussion Papers in Economics 138, Economic Studies, University of Dundee.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:94:y:2025:i:pc:s1043951x2500238x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.