IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v48y2018icp307-320.html
   My bibliography  Save this article

Financial literacy and gender difference in loan performance

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539818300422
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2018.06.004?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 search for a different version of it.

    References listed on IDEAS

    as
    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, 2008. "Planning and Financial Literacy: How Do Women Fare?," American Economic Review, American Economic Association, vol. 98(2), pages 413-417, May.
    5. 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.
    6. 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.).
    7. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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).
    19. 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.
    20. Victor Stango & Jonathan Zinman, 2009. "Exponential Growth Bias and Household Finance," Journal of Finance, American Finance Association, vol. 64(6), pages 2807-2849, December.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Li, Jianwen & Zhang, Bo & Jiang, Mingming & Hu, Jinyan, 2023. "Homophilous intensity in the online lending market: Bidding behavior and economic effects," Journal of Banking & Finance, Elsevier, vol. 152(C).
    3. Liu, Yi & Yang, Menglong & Wang, Yudong & Li, Yongshan & Xiong, Tiancheng & Li, Anzhe, 2022. "Applying machine learning algorithms to predict default probability in the online credit market: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 79(C).
    4. 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).
    5. Azra Zaimovic & Anes Torlakovic & Almira Arnaut-Berilo & Tarik Zaimovic & Lejla Dedovic & Minela Nuhic Meskovic, 2023. "Mapping Financial Literacy: A Systematic Literature Review of Determinants and Recent Trends," Sustainability, MDPI, vol. 15(12), pages 1-30, June.
    6. 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.
    7. Horia Ioan Tulai & Codruța Maria Făt & Daniela Georgeta, 2021. "The current framework of financial education in Romania in the context of the informational economy," Journal of Financial Studies, Institute of Financial Studies, vol. 10(6), pages 33-47, May.
    8. 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).
    9. Belas, Jaroslav & Škare, Marinko & Gavurova, Beata & Dvorsky, Jan & Kotaskova, Anna, 2022. "The impact of ethical and CSR factors on engineers’ attitudes towards SMEs sustainability," Journal of Business Research, Elsevier, vol. 149(C), pages 589-598.
    10. 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.
    11. 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).
    12. 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.

    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. 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.
    2. Oscar A. Stolper & Andreas Walter, 2017. "Financial literacy, financial advice, and financial behavior," Journal of Business Economics, Springer, vol. 87(5), pages 581-643, July.
    3. Christian Königsheim & Moritz Lukas & Markus Nöth, 2017. "Financial Knowledge, Risk Preferences, and the Demand for Digital Financial Services," Schmalenbach Business Review, Springer;Schmalenbach-Gesellschaft, vol. 18(4), pages 343-375, October.
    4. Ardita Shehaj Lafe, 2018. "Freedom of Information and Citizens’ Perception in Albania," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 4, May - Aug.
    5. Azra Zaimovic & Anes Torlakovic & Almira Arnaut-Berilo & Tarik Zaimovic & Lejla Dedovic & Minela Nuhic Meskovic, 2023. "Mapping Financial Literacy: A Systematic Literature Review of Determinants and Recent Trends," Sustainability, MDPI, vol. 15(12), pages 1-30, June.
    6. Andrej Cupák & Pirmin Fessler & Maria Silgoner & Elisabeth Ulbrich, 2021. "Exploring Differences in Financial Literacy Across Countries: The Role of Individual Characteristics and Institutions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(2), pages 409-438, December.
    7. Milo Bianchi, 2018. "Financial Literacy and Portfolio Dynamics," Journal of Finance, American Finance Association, vol. 73(2), pages 831-859, April.
    8. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2013. "Financial literacy and its consequences: Evidence from Russia during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3904-3923.
    9. Noemi Oggero & Maria Cristina Rossi & Elisa Ughetto, 2020. "Entrepreneurial spirits in women and men. The role of financial literacy and digital skills," Small Business Economics, Springer, vol. 55(2), pages 313-327, August.
    10. Davoli, Maddalena & Rodríguez-Planas, Núria, 2020. "Culture and adult financial literacy: Evidence from the United States," Economics of Education Review, Elsevier, vol. 78(C).
    11. Maya Haran Rosen & Orly Sade, 2017. "Does Financial Regulation Unintentionally Ignore Less Privileged Populations? The Investigation of a Regulatory Fintech Advancement, Objective and Subjective Financial Literacy," Bank of Israel Working Papers 2017.10, Bank of Israel.
    12. Elisabeth Beckmann & Sarah Reiter, 2020. "How financially literate is CESEE? Insights from the OeNB Euro Survey," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q3/20, pages 36-59.
    13. Alessandro Bucciol & Martina Manfre' & Marcella Veronesi, 2018. "The Role of Financial Literacy and Money Education on Wealth Decisions," Working Papers 05/2018, University of Verona, Department of Economics.
    14. Angela Hung & Joanne Yoong & Elizabeth Brown, 2012. "Empowering Women Through Financial Awareness and Education," OECD Working Papers on Finance, Insurance and Private Pensions 14, OECD Publishing.
    15. Luigi Guiso & Eliana Viviano, 2015. "How Much Can Financial Literacy Help?," Review of Finance, European Finance Association, vol. 19(4), pages 1347-1382.
    16. Kadoya, Yoshihiko & Khan, Mostafa Saidur Rahim, 2020. "What determines financial literacy in Japan?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(3), pages 353-371, July.
    17. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    18. 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).
    19. Tabea Bucher-Koenen & Rob Alessie & Annamaria Lusardi & Maarten van Rooij, 2021. "Fearless Woman. Financial Literacy and Stock Market Participation," Working Papers 708, DNB.
    20. French, Declan & McKillop, Donal, 2016. "Financial literacy and over-indebtedness in low-income households," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 1-11.

    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

    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:empfin:v:48:y:2018:i:c:p:307-320. 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/jempfin .

    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.