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The real effects of financial technology: Marketplace lending and personal bankruptcy

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  • Danisewicz, Piotr
  • Elard, Ilaf

Abstract

We examine how financial technology affects households in terms of personal bankruptcy by leveraging exogenous variation in marketplace credit supply to Connecticut and New York residents. We document a persistent rise in bankruptcies in the affected states following sharp decreases in marketplace lending, particularly among low-income households and in areas where marketplace loans for financing medical bills are severely rationed. Borrowers’ indebtedness or local economic conditions do not explain the results. The supply of other consumer credit by banks and finance companies remains unaffected, suggesting that the observed increase in bankruptcies arises principally from reversing access to marketplace credit.

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  • Danisewicz, Piotr & Elard, Ilaf, 2023. "The real effects of financial technology: Marketplace lending and personal bankruptcy," Journal of Banking & Finance, Elsevier, vol. 155(C).
  • Handle: RePEc:eee:jbfina:v:155:y:2023:i:c:s037842662300184x
    DOI: 10.1016/j.jbankfin.2023.106986
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    as
    1. Kartik Athreya & Juan M. Sánchez & Xuan S. Tam & Eric R. Young, 2018. "Bankruptcy And Delinquency In A Model Of Unsecured Debt," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(2), pages 593-623, May.
    2. Reint Gropp & John Karl Scholz & Michelle J. White, 1997. "Personal Bankruptcy and Credit Supply and Demand," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 217-251.
    3. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    4. Edelberg, Wendy, 2006. "Risk-based pricing of interest rates for consumer loans," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2283-2298, November.
    5. Villegas, Daniel J, 1982. "An Analysis of the Impact of Interest Rate Ceilings," Journal of Finance, American Finance Association, vol. 37(4), pages 941-954, September.
    6. Efraim Benmelech & Tobias J. Moskowitz, 2010. "The Political Economy of Financial Regulation: Evidence from U.S. State Usury Laws in the 19th Century," Journal of Finance, American Finance Association, vol. 65(3), pages 1029-1073, June.
    7. Benjamin Lester & Ali Shourideh & Venky Venkateswaran & Ariel Zetlin-Jones, 2019. "Screening and Adverse Selection in Frictional Markets," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 338-377.
    8. Rudolph C. Blitz & Millard F. Long, 1965. "The Economics of Usury Regulation," Journal of Political Economy, University of Chicago Press, vol. 73(6), pages 608-608.
    9. J. Christina Wang, 2018. "Technology, the nature of information, and fintech marketplace lending," Current Policy Perspectives 18-3, Federal Reserve Bank of Boston.
    10. Roberts, Michael R. & Whited, Toni M., 2013. "Endogeneity in Empirical Corporate Finance1," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 493-572, Elsevier.
    11. Scott Fay & Erik Hurst & Michelle J. White, 2002. "The Household Bankruptcy Decision," American Economic Review, American Economic Association, vol. 92(3), pages 706-718, June.
    12. Igor Livshits & James MacGee & Michèle Tertilt, 2010. "Accounting for the Rise in Consumer Bankruptcies," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 165-193, April.
    13. Cohen-Cole, Ethan & Duygan-Bump, Burcu & Montoriol-Garriga, Judit, 2013. "Who gets credit after bankruptcy and why? An information channel," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5101-5117.
    14. Kartik Athreya & Xuan S. Tam & Eric R. Young, 2012. "A Quantitative Theory of Information and Unsecured Credit," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 153-183, July.
    15. Astrid A. Dick & Andreas Lehnert, 2010. "Personal Bankruptcy and Credit Market Competition," Journal of Finance, American Finance Association, vol. 65(2), pages 655-686, April.
    16. Lukasz A. Drozd & Ricardo Serrano-Padial, 2017. "Modeling the Revolving Revolution: The Debt Collection Channel," American Economic Review, American Economic Association, vol. 107(3), pages 897-930, March.
    17. Greer, Douglas F, 1975. "Rate Ceilings and Loan Turndowns," Journal of Finance, American Finance Association, vol. 30(5), pages 1376-1383, December.
    18. Paige Marta Skiba & Jeremy Tobacman, 2019. "Do Payday Loans Cause Bankruptcy?," Journal of Law and Economics, University of Chicago Press, vol. 62(3), pages 485-519.
    19. Song Han & Geng Li, 2011. "Household Borrowing after Personal Bankruptcy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 491-517, March.
    20. John Gathergood & Benedict Guttman-Kenney & Stefan Hunt, 2019. "How Do Payday Loans Affect Borrowers? Evidence from the U.K. Market," The Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 496-523.
    21. Carlos Dobkin & Amy Finkelstein & Raymond Kluender & Matthew J. Notowidigdo, 2018. "The Economic Consequences of Hospital Admissions," American Economic Review, American Economic Association, vol. 108(2), pages 308-352, February.
    22. Gross, Tal & Notowidigdo, Matthew J., 2011. "Health insurance and the consumer bankruptcy decision: Evidence from expansions of Medicaid," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 767-778, August.
    23. Ausubel, Lawrence M, 1991. "The Failure of Competition in the Credit Card Market," American Economic Review, American Economic Association, vol. 81(1), pages 50-81, March.
    24. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    25. Oren Rigbi, 2013. "The Effects of Usury Laws: Evidence from the Online Loan Market," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1238-1248, October.
    26. Lin, Emily Y. & White, Michelle J., 2001. "Bankruptcy and the Market for Mortgage and Home Improvement Loans," Journal of Urban Economics, Elsevier, vol. 50(1), pages 138-162, July.
    27. Julapa Jagtiani & Catharine Lemieux, 2019. "The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform," Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
    28. Gorton, Gary & Pennacchi, George, 1990. "Financial Intermediaries and Liquidity Creation," Journal of Finance, American Finance Association, vol. 45(1), pages 49-71, March.
    29. Croux, Christophe & Jagtiani, Julapa & Korivi, Tarunsai & Vulanovic, Milos, 2020. "Important factors determining Fintech loan default: Evidence from a lendingclub consumer platform," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 270-296.
    30. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    31. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    32. Boris Vallée & Yao Zeng, 2019. "Marketplace Lending: A New Banking Paradigm?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1939-1982.
    33. Jason Allen & H. Evren Damar & David Martinez-Miera, 2016. "Consumer Bankruptcy, Bank Mergers, and Information," Review of Finance, European Finance Association, vol. 20(4), pages 1289-1320.
    34. Jaromir B. Nosal & Lukasz A. Drozd, 2008. "Competing for Customers: A Search Model of the Market for Unsecured Credit," 2008 Meeting Papers 274, Society for Economic Dynamics.
    35. Borghan Nezami Narajabad, 2012. "Information Technology and the Rise of Household Bankruptcy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(4), pages 526-550, October.
    36. Igor Livshits & James MacGee & Michèle Tertilt, 2007. "Consumer Bankruptcy: A Fresh Start," American Economic Review, American Economic Association, vol. 97(1), pages 402-418, March.
    37. David B. Gross, 2002. "An Empirical Analysis of Personal Bankruptcy and Delinquency," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 319-347, March.
    38. Tri Vi Dang & Gary Gorton & Bengt Holmström & Guillermo Ordoñez, 2017. "Banks as Secret Keepers," American Economic Review, American Economic Association, vol. 107(4), pages 1005-1029, April.
    39. Michelle J. White & Ning Zhu, 2010. "Saving Your Home in Chapter 13 Bankruptcy," The Journal of Legal Studies, University of Chicago Press, vol. 39(1), pages 33-61, January.
    40. Tal Gross & Matthew J. Notowidigdo & Jialan Wang, 2014. "Liquidity Constraints and Consumer Bankruptcy: Evidence from Tax Rebates," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 431-443, July.
    41. Peterson, Richard L, 1983. "Usury Laws and Consumer Credit: A Note," Journal of Finance, American Finance Association, vol. 38(4), pages 1299-1304, September.
    42. Neale Mahoney, 2015. "Bankruptcy as Implicit Health Insurance," American Economic Review, American Economic Association, vol. 105(2), pages 710-746, February.
    43. Michelle J. White, 2007. "Bankruptcy Reform and Credit Cards," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 175-200, Fall.
    44. Wolken, John D & Navratil, Frank J, 1981. "The Economic Impact of the Federal Credit Union Usury Ceiling," Journal of Finance, American Finance Association, vol. 36(5), pages 1157-1168, December.
    45. Igor Livshits, 2015. "Recent Developments In Consumer Credit And Default Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 29(4), pages 594-613, September.
    46. Igor Livshits & James C. Mac Gee & Michèle Tertilt, 2016. "The Democratization of Credit and the Rise in Consumer Bankruptcies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1673-1710.
    47. Colleen Honigsberg & Robert J. Jackson Jr. & Richard Squire, 2017. "How Does Legal Enforceability Affect Consumer Lending? Evidence from a Natural Experiment," Journal of Law and Economics, University of Chicago Press, vol. 60(4), pages 673-712.
    48. Song Han & Benjamin J. Keys & Geng Li, 2011. "Credit supply to personal bankruptcy filers: evidence from credit card mailings," Finance and Economics Discussion Series 2011-29, Board of Governors of the Federal Reserve System (U.S.).
    49. 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.
    50. Michelle J. White, 2007. "Bankruptcy Reform and Credit Cards," NBER Working Papers 13265, National Bureau of Economic Research, Inc.
    51. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    52. Dwight M. Jaffee & Thomas Russell, 1976. "Imperfect Information, Uncertainty, and Credit Rationing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 651-666.
    53. Lefgren Lars & McIntyre Frank L & Miller Michelle, 2010. "Chapter 7 or 13: Are Client or Lawyer Interests Paramount?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-46, September.
    54. Ian Domowitz & Robert L. Sartain, 1999. "Determinants of the Consumer Bankruptcy Decision," Journal of Finance, American Finance Association, vol. 54(1), pages 403-420, February.
    55. Richard Hynes & Eric A. Posner, 2002. "The Law and Economics of Consumer Finance," American Law and Economics Review, American Law and Economics Association, vol. 4(1), pages 168-207, January.
    56. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
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    1. Yuan, Gecheng & Fang, Jie & Sun, Yongping, 2024. "The impact of Fintech on the nexus between household debt and financial crises: A global perspective," Economic Modelling, Elsevier, vol. 130(C).

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    More about this item

    Keywords

    Credit supply; Marketplace lending; Alternative finance; Financial technology; Bankruptcy;
    All these keywords.

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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