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Debtor income manipulation in consumer credit contracts

Author

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  • Mikhed, Vyacheslav
  • Raina, Sahil
  • Scholnick, Barry
  • Zhang, Man

Abstract

We show that forcing insolvent consumer debtors to repay a larger fraction of debt causes them to strategically manipulate the data they report to creditors. Exploiting a policy change that required insolvent debtors to increase debt repayments at an arbitrary income cutoff, we document that some debtors reduce reported income to just below this cutoff to avoid the higher repayment. Those debtors who manipulate income have a lower probability of default on their repayment plans, consistent with having access to hidden income. We estimate this strategic manipulation costs creditors 12% to 36% of their total payout per filing.

Suggested Citation

  • Mikhed, Vyacheslav & Raina, Sahil & Scholnick, Barry & Zhang, Man, 2024. "Debtor income manipulation in consumer credit contracts," Journal of Financial Economics, Elsevier, vol. 157(C).
  • Handle: RePEc:eee:jfinec:v:157:y:2024:i:c:s0304405x24000746
    DOI: 10.1016/j.jfineco.2024.103851
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    References listed on IDEAS

    as
    1. Atif Mian & Amir Sufi, 2017. "Fraudulent Income Overstatement on Mortgage Applications During the Credit Expansion of 2002 to 2005," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 1832-1864.
    2. Tracy, Joseph & Wright, Joshua, 2016. "Payment changes and default risk: The impact of refinancing on expected credit losses," Journal of Urban Economics, Elsevier, vol. 93(C), pages 60-70.
    3. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2011. "Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 749-804.
    4. Tal Gross & Raymond Kluender & Feng Liu & Matthew J. Notowidigdo & Jialan Wang, 2021. "The Economic Consequences of Bankruptcy Reform," American Economic Review, American Economic Association, vol. 111(7), pages 2309-2341, July.
    5. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    6. Homonoff, Tatiana & Spreen, Thomas Luke & St. Clair, Travis, 2020. "Balance sheet insolvency and contribution revenue in public charities," Journal of Public Economics, Elsevier, vol. 186(C).
    7. Fack, Gabrielle & Landais, Camille, 2016. "The effect of tax enforcement on tax elasticities: Evidence from charitable contributions in France," Journal of Public Economics, Elsevier, vol. 133(C), pages 23-40.
    8. Sumit Agarwal & Slava Mikhed & Barry Scholnick & Man Zhang, 2022. "Reducing Strategic Default in a Financial Crisis," Working Papers 21-36, Federal Reserve Bank of Philadelphia.
    9. John Y. Campbell, 2013. "Mortgage Market Design," Review of Finance, European Finance Association, vol. 17(1), pages 1-33.
    10. Anthony A Defusco & Stephanie Johnson & John Mondragon, 2020. "Regulating Household Leverage," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 914-958.
    11. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    12. Miguel Almunia & David Lopez-Rodriguez, 2018. "Under the Radar: The Effects of Monitoring Firms on Tax Compliance," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 1-38, February.
    13. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    14. Rajashri Chakrabarti & Nathaniel Pattison, 2019. "Auto Credit and the 2005 Bankruptcy Reform: The Impact of Eliminating Cramdowns," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4734-4766.
    15. Andreas Fuster & Paul S. Willen, 2017. "Payment Size, Negative Equity, and Mortgage Default," American Economic Journal: Economic Policy, American Economic Association, vol. 9(4), pages 167-191, November.
    16. Michelle J. White, 2007. "Bankruptcy Reform and Credit Cards," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 175-200, Fall.
    17. 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.
    18. repec:hal:pseose:hal-01300122 is not listed on IDEAS
    19. Jason Allen & Kiana Basiri, 2018. "Impact of Bankruptcy Reform on Consumer Insolvency Choice," Canadian Public Policy, University of Toronto Press, vol. 44(2), pages 100-111, June.
    20. Wenli Li & Michelle J. White & Ning Zhu, 2011. "Did Bankruptcy Reform Cause Mortgage Defaults to Rise?," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 123-147, November.
    21. John M. Griffin, 2021. "Ten Years of Evidence: Was Fraud a Force in the Financial Crisis?," Journal of Economic Literature, American Economic Association, vol. 59(4), pages 1293-1321, December.
    22. Keys, Benjamin J. & Wang, Jialan, 2019. "Minimum payments and debt paydown in consumer credit cards," Journal of Financial Economics, Elsevier, vol. 131(3), pages 528-548.
    23. Ronel Elul & Sebastian Tilson, 2015. "Owner occupancy fraud and mortgage performance," Working Papers 15-45, Federal Reserve Bank of Philadelphia.
    24. Thomas S. Dee & Will Dobbie & Brian A. Jacob & Jonah Rockoff, 2019. "The Causes and Consequences of Test Score Manipulation: Evidence from the New York Regents Examinations," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 382-423, July.
    25. Samuel Kruger & Gonzalo Maturana, 2021. "Collateral Misreporting in the Residential Mortgage-Backed Security Market," Management Science, INFORMS, vol. 67(5), pages 2729-2750, May.
    26. Henrik Jacobsen Kleven & Martin B. Knudsen & Claus Thustrup Kreiner & Søren Pedersen & Emmanuel Saez, 2011. "Unwilling or Unable to Cheat? Evidence From a Tax Audit Experiment in Denmark," Econometrica, Econometric Society, vol. 79(3), pages 651-692, May.
    27. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    28. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    29. Anthony A. DeFusco & Andrew Paciorek, 2017. "The Interest Rate Elasticity of Mortgage Demand: Evidence from Bunching at the Conforming Loan Limit," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 210-240, February.
    30. 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.
    31. Michelle J. White, 2007. "Bankruptcy Reform and Credit Cards," NBER Working Papers 13265, National Bureau of Economic Research, Inc.
    32. 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.
    33. Benjamin L. Collier & Cameron Ellis & Benjamin J. Keys, 2021. "The Cost of Consumer Collateral: Evidence from Bunching," NBER Working Papers 29527, National Bureau of Economic Research, Inc.
    34. Itzhak Ben-David, 2011. "Financial Constraints and Inflated Home Prices during the Real Estate Boom," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 55-87, July.
    35. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    36. John M. Griffin & Gonzalo Maturana, 2016. "Editor's Choice Who Facilitated Misreporting in Securitized Loans?," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 384-419.
    37. Mark J. Garmaise, 2015. "Borrower Misreporting and Loan Performance," Journal of Finance, American Finance Association, vol. 70(1), pages 449-484, February.
    38. Bachas, Natalie & Kim, Olivia S. & Yannelis, Constantine, 2021. "Loan guarantees and credit supply," Journal of Financial Economics, Elsevier, vol. 139(3), pages 872-894.
    39. Marco Di Maggio & Amir Kermani & Benjamin J. Keys & Tomasz Piskorski & Rodney Ramcharan & Amit Seru & Vincent Yao, 2017. "Interest Rate Pass-Through: Mortgage Rates, Household Consumption, and Voluntary Deleveraging," American Economic Review, American Economic Association, vol. 107(11), pages 3550-3588, November.
    40. Adriana Camacho & Emily Conover, 2011. "Manipulation of Social Program Eligibility," American Economic Journal: Economic Policy, American Economic Association, vol. 3(2), pages 41-65, May.
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    More about this item

    Keywords

    Consumer credit; Data misreporting; Financial distress; Default;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

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