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How motivations and costs affect financial knowledge learning? Evidence from a large-scale FinTech experiment in China

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  • Pan, Xuefeng
  • Su, Qin
  • Lei, Haibo

Abstract

Utilizing the launch of mobile wealth management services in China in 2013 as a shock to financial education, we analyze a panel of 16,440 households through a difference-in-differences strategy to examine how learning motivations and costs affect financial knowledge learning. Results show that using mobile services encourages risky asset holdings and enhances the self-discipline to learn, which, coupled with low-cost and personalized learning tools provided through the services, increases financial knowledge. We contribute by utilizing a large-scale experiment beyond the classroom to show the role of learning motivations and costs in financial knowledge learning, therefore help clear the controversy on the effectiveness of financial education.

Suggested Citation

  • Pan, Xuefeng & Su, Qin & Lei, Haibo, 2024. "How motivations and costs affect financial knowledge learning? Evidence from a large-scale FinTech experiment in China," China Economic Review, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:chieco:v:88:y:2024:i:c:s1043951x24001834
    DOI: 10.1016/j.chieco.2024.102294
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    1. 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.
    2. Bernheim, B. Douglas & Garrett, Daniel M. & Maki, Dean M., 2001. "Education and saving:: The long-term effects of high school financial curriculum mandates," Journal of Public Economics, Elsevier, vol. 80(3), pages 435-465, June.
    3. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    4. Disney, Richard & Gathergood, John, 2013. "Financial literacy and consumer credit portfolios," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2246-2254.
    5. Sconti, Alessia, 2022. "Digital vs. in-person financial education: What works best for Generation Z?," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 300-318.
    6. 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.
    7. Alejandro Drexler & Greg Fischer & Antoinette Schoar, 2014. "Keeping It Simple: Financial Literacy and Rules of Thumb," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 1-31, April.
    8. Annamaria Lusardi & Olivia S. Mitchell, 2008. "Planning and Financial Literacy: How Do Women Fare?," American Economic Review, American Economic Association, vol. 98(2), pages 413-417, May.
    9. Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
    10. Liang, Pinghan & Guo, Shiqi, 2015. "Social interaction, Internet access and stock market participation—An empirical study in China," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 883-901.
    11. Fjesme, Sturla Lyngnes, 2020. "Retail investor experience, asset learning, and portfolio risk-adjusted returns," Finance Research Letters, Elsevier, vol. 36(C).
    12. John Gibson & David McKenzie & Bilal Zia, 2014. "The Impact of Financial Literacy Training for Migrants," The World Bank Economic Review, World Bank, vol. 28(1), pages 130-161.
    13. Kaiser, Tim & Menkhoff, Lukas, 2022. "Active learning improves financial education: Experimental evidence from Uganda," Journal of Development Economics, Elsevier, vol. 157(C).
    14. Tullio Jappelli, 2010. "Economic Literacy: An International Comparison," Economic Journal, Royal Economic Society, vol. 120(548), pages 429-451, November.
    15. Maarten C.J. van Rooij & Annamaria Lusardi & Rob J.M. Alessie, 2012. "Financial Literacy, Retirement Planning and Household Wealth," Economic Journal, Royal Economic Society, vol. 122(560), pages 449-478, May.
    16. 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.
    17. Annamaria Lusardi & Pierre-Carl Michaud & Olivia S. Mitchell, 2017. "Optimal Financial Knowledge and Wealth Inequality," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 431-477.
    18. Collins, J. Michael, 2013. "The impacts of mandatory financial education: Evidence from a randomized field study," Journal of Economic Behavior & Organization, Elsevier, vol. 95(C), pages 146-158.
    19. Bogan, Vicki, 2008. "Stock Market Participation and the Internet," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 191-211, March.
    20. repec:ecj:econjl:v:122:y:2012:i::p:449-478 is not listed on IDEAS
    21. Maya Escueta & Andre Joshua Nickow & Philip Oreopoulos & Vincent Quan, 2020. "Upgrading Education with Technology: Insights from Experimental Research," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 897-996, December.
    22. Calcagno, Riccardo & Monticone, Chiara, 2015. "Financial literacy and the demand for financial advice," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 363-380.
    23. De Beckker, Kenneth & De Witte, Kristof & Van Campenhout, Geert, 2021. "The effect of financial education on students’ consumer choices: Evidence from a randomized experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 962-976.
    24. Li Gan & Zhichao Yin & Jijun Tan, 2016. "Report on the Development of Household Finance in Rural China (2014)," Springer Books, Springer, edition 1, number 978-981-10-0409-4, July.
    25. Shawn Cole & Anna Paulson & Gauri Kartini Shastry, 2016. "High School Curriculum and Financial Outcomes: The Impact of Mandated Personal Finance and Mathematics Courses," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 656-698.
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    More about this item

    Keywords

    Mobile wealth management; Financial education; Financial knowledge; Motivation; Cost;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G53 - Financial Economics - - Household Finance - - - Financial Literacy
    • I20 - Health, Education, and Welfare - - Education - - - General
    • O36 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Open Innovation

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