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Impact of marketplace lending on consumers’ future borrowing capacities and borrowing outcomes

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  • Chava, Sudheer
  • Ganduri, Rohan
  • Paradkar, Nikhil
  • Zhang, Yafei

Abstract

Using comprehensive credit bureau data, we document that consumers who borrow from marketplace lending (MPL) platforms have lower credit scores and higher default rates in the long run relative to observably similar applicants for bank loans. The long-run credit scores and default rates of MPL borrowers are especially worse when the MPL platforms provide less information to MPL investors, when MPL borrowers are benchmarked against relationship bank borrowers, and for one-time MPL borrowers as compared to repeat MPL borrowers. Overall, our results suggest that MPL lenders face greater information asymmetries with respect to their borrowers than traditional banks.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jfinec:v:142:y:2021:i:3:p:1186-1208
    DOI: 10.1016/j.jfineco.2021.06.005
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    1. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    2. Liran Einav & Chiara Farronato & Jonathan Levin, 2016. "Peer-to-Peer Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 615-635, October.
    3. Agarwal, Sumit & Chomsisengphet, Souphala & Liu, Chunlin & Song, Changcheng & Souleles, Nicholas S., 2018. "Benefits of relationship banking: Evidence from consumer credit markets," Journal of Monetary Economics, Elsevier, vol. 96(C), pages 16-32.
    4. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    5. Stacey L. Schreft & Anne P. Villamil, 1992. "Credit rationing by loan size in commercial loan markets," Economic Review, Federal Reserve Bank of Richmond, vol. 78(May), pages 3-8.
    6. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2017. "What do a million observations have to say about loan defaults? Opening the black box of relationships," Journal of Financial Intermediation, Elsevier, vol. 31(C), pages 1-15.
    7. Brueckner, Jan K, 2000. "Mortgage Default with Asymmetric Information," The Journal of Real Estate Finance and Economics, Springer, vol. 20(3), pages 251-274, May.
    8. Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020. "On the Rise of FinTechs: Credit Scoring Using Digital Footprints," Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
    9. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    10. 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.
    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. Boris Vallée & Yao Zeng, 2019. "Marketplace Lending: A New Banking Paradigm?," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1939-1982.
    13. Andrew Hertzberg & Andres Liberman & Daniel Paravisini, 2018. "Screening on Loan Terms: Evidence from Maturity Choice in Consumer Credit," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3532-3567.
    14. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    15. Seth M. Freedman & Ginger Zhe Jin, 2011. "Learning by Doing with Asymmetric Information: Evidence from Prosper.com," NBER Working Papers 16855, National Bureau of Economic Research, Inc.
    16. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    17. Herpfer, Christoph, 2021. "The role of bankers in the U.S. syndicated loan market," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    18. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    Cited by:

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    2. Tetyana Balyuk, 2023. "FinTech Lending and Bank Credit Access for Consumers," Management Science, INFORMS, vol. 69(1), pages 555-575, January.
    3. Gianmarco Bet & Francesco Dainelli & Eugenio Fabrizi, 2023. "The financial health of a company and the risk of its default: Back to the future," Papers 2302.10140, arXiv.org.
    4. Hongchang Wang & Eric M. Overby, 2022. "How Does Online Lending Influence Bankruptcy Filings?," Management Science, INFORMS, vol. 68(5), pages 3309-3329, May.
    5. 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).
    6. Cumming, Douglas J. & Sewaid, Ahmed, 2021. "FinTech loans, self-employment, and financial performance," CFS Working Paper Series 667, Center for Financial Studies (CFS).
    7. Wang, Yichen & Hu, Jun & Chen, Jia, 2023. "Does Fintech facilitate cross-border M&As? Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 85(C).

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    More about this item

    Keywords

    FinTech; Marketplace lending; Consumer credit; Credit scores; Defaults;
    All these keywords.

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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