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Financial literacy and gender difference in loan performance

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  • Chen, Jia
  • Jiang, Jiajun
  • Liu, Yu-jane

Abstract

We use data from a major peer-to-peer lending marketplace in China to study whether female and male investors evaluate loan performance differently. Controlling for variables of investor demographics, investor experience, and loan characteristics, we find that loans invested by female investors are more likely to default and have lower loan return in the future than loans invested by male investors. We define abnormal default or abnormal loan return as the part of the loan default or the part of loan return that is not explained by loan characteristics and find that the loans invested by female investors have higher abnormal default and lower abnormal loan return than the loans invested by male investors. Furthermore, female investors perform similarly to male investors in abnormal default or abnormal loan return when investors have high levels of education or income or when investors work in finance or information technology industries.

Suggested Citation

  • Chen, Jia & Jiang, Jiajun & Liu, Yu-jane, 2018. "Financial literacy and gender difference in loan performance," Journal of Empirical Finance, Elsevier, vol. 48(C), pages 307-320.
  • Handle: RePEc:eee:empfin:v:48:y:2018:i:c:p:307-320
    DOI: 10.1016/j.jempfin.2018.06.004
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    1. Thorsten Beck & Patrick Behr & Andre Guettler, 2013. "Gender and Banking: Are Women Better Loan Officers?," Review of Finance, European Finance Association, vol. 17(4), pages 1279-1321.
    2. Atkinson, Adele & Messy, Flore-Anne, 2011. "Assessing financial literacy in 12 countries: an OECD/INFE international pilot exercise," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 657-665, October.
    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. 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.
    5. 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.
    6. Freedman, Seth & Jin, Ginger Zhe, 2017. "The information value of online social networks: Lessons from peer-to-peer lending," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
    7. Lusardi, Annamaria & Tufano, Peter, 2015. "Debt literacy, financial experiences, and overindebtedness," Journal of Pension Economics and Finance, Cambridge University Press, vol. 14(4), pages 332-368, October.
    8. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    9. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy around the world: an overview," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 497-508, October.
    10. Alexandra Brown & J. Michael Collins & Maximilian D. Schmeiser & Carly Urban, 2014. "State Mandated Financial Education and the Credit Behavior of Young Adults," Finance and Economics Discussion Series 2014-68, Board of Governors of the Federal Reserve System (U.S.).
    11. Tabea Bucher-Koenen & Annamaria Lusardi & Rob Alessie & Maarten van Rooij, 2017. "How Financially Literate Are Women? An Overview and New Insights," Journal of Consumer Affairs, Wiley Blackwell, vol. 51(2), pages 255-283, July.
    12. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    13. Justine S. Hastings & Brigitte C. Madrian & William L. Skimmyhorn, 2013. "Financial Literacy, Financial Education, and Economic Outcomes," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 347-373, May.
    14. George M Korniotis & Alok Kumar, 2011. "Do Older Investors Make Better Investment Decisions?," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 244-265, February.
    15. Justine S. Hastings & Lydia Tejeda-Ashton, 2008. "Financial Literacy, Information, and Demand Elasticity: Survey and Experimental Evidence from Mexico," NBER Working Papers 14538, National Bureau of Economic Research, Inc.
    16. Adele Atkinson & Flore-Anne Messy, 2011. "Assessing financial literacy in 12 countries: an OECD Pilot Exercise," CeRP Working Papers 115, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    17. Raquel Fonseca & Kathleen J. Mullen & Gema Zamarro & Julie Zissimopoulos, 2012. "What Explains the Gender Gap in Financial Literacy? The Role of Household Decision Making," Journal of Consumer Affairs, Wiley Blackwell, vol. 46(1), pages 90-106, March.
    18. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
    19. Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
    20. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    21. William Skimmyhorn, 2016. "Assessing Financial Education: Evidence from Boot Camp," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 322-343, May.
    22. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    5. Nigmonov, Asror & Shams, Syed & Alam, Khorshed, 2022. "Macroeconomic determinants of loan defaults: Evidence from the U.S. peer-to-peer lending market," Research in International Business and Finance, Elsevier, vol. 59(C).
    6. Susanna Levantesi & Giulia Zacchia, 2021. "Machine Learning and Financial Literacy: An Exploration of Factors Influencing Financial Knowledge in Italy," JRFM, MDPI, vol. 14(3), pages 1-21, March.
    7. Preston, Alison & Qiu, Lili & Wright, Robert E., 2022. "A Study of the Chinese Gender Gap in Financial Literacy," IZA Discussion Papers 15253, Institute of Labor Economics (IZA).
    8. Jing Zhang & Wei Zhang & Yuelei Li & Shuxing Yin, 2021. "Seeking excess returns under a posted price mechanism: Evidence from a peer‐to‐peer lending market," Manchester School, University of Manchester, vol. 89(5), pages 486-506, September.
    9. Chen, Pei-Fen & Lo, Shihmin & Tang, Hai-Yuan, 2022. "What if borrowers stop paying their loans? Investors’ rates of return on a peer-to-peer lending platform," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 359-377.
    10. Liu, Bofan & Lu, Bin, 2023. "Can financial literacy be a substitute for financial advisers? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
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    More about this item

    Keywords

    Financial literacy; Loan default; Loan return; Gender difference; Peer-to-peer lending;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G40 - Financial Economics - - Behavioral Finance - - - General
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General

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