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The effect of interest rate caps on bankruptcy: Synthetic control evidence from recent payday lending bans

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  • Dasgupta, Kabir
  • Mason, Brenden J.

Abstract

Citing consumer protection concerns, several states have recently enacted interest rate caps on small loans. After cataloguing the history of such legislation, we test whether these laws caused a decrease in the number of payday-lending establishments and subsequently prompted variation on incidence of bankruptcy filings. To motivate a causal interpretation of our estimates, we create a synthetic control that serves as a counterfactual from which we estimate the aggregate treatment effect of these interest rate ceilings. Importantly, we estimate the treatment effect for each period after the imposition of the cap, yielding novel insights about the dynamic heterogeneity in the relationship between payday-loan access and bankruptcy. Our results show payday-lending establishments drop by approximately 100%–a banishment of the industry. We find no short-run or long-run effects of these bans on bankruptcy. The range of our estimates allows us to rule out magnitudes that were documented in several previous studies.

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  • Dasgupta, Kabir & Mason, Brenden J., 2020. "The effect of interest rate caps on bankruptcy: Synthetic control evidence from recent payday lending bans," Journal of Banking & Finance, Elsevier, vol. 119(C).
  • Handle: RePEc:eee:jbfina:v:119:y:2020:i:c:s0378426620301795
    DOI: 10.1016/j.jbankfin.2020.105917
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    1. Campbell, Dennis & Asís Martínez-Jerez, F. & Tufano, Peter, 2012. "Bouncing out of the banking system: An empirical analysis of involuntary bank account closures," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1224-1235.
    2. Dean Karlan & Jonathan Zinman, 2010. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 433-464, January.
    3. Chu, Yu-Wei Luke & Townsend, Wilbur, 2019. "Joint culpability: The effects of medical marijuana laws on crime," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 502-525.
    4. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    5. Sarah Bohn & Magnus Lofstrom & Steven Raphael, 2014. "Did the 2007 Legal Arizona Workers Act Reduce the State's Unauthorized Immigrant Population?," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 258-269, May.
    6. John Y. Campbell, 2016. "Restoring Rational Choice: The Challenge of Consumer Financial Regulation," American Economic Review, American Economic Association, vol. 106(5), pages 1-30, May.
    7. Zinman, Jonathan, 2010. "Restricting consumer credit access: Household survey evidence on effects around the Oregon rate cap," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 546-556, March.
    8. Brian T Melzer, 2018. "Spillovers from Costly Credit," The Review of Financial Studies, Society for Financial Studies, vol. 31(9), pages 3568-3594.
    9. Nikolay Doudchenko & Guido W. Imbens, 2016. "Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis," NBER Working Papers 22791, National Bureau of Economic Research, Inc.
    10. Christine L. Dobridge, 2018. "High‐Cost Credit and Consumption Smoothing," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(2-3), pages 407-433, March.
    11. Robert DeYoung & Ronnie J. Phillips, 2009. "Payday loan pricing," Research Working Paper RWP 09-07, Federal Reserve Bank of Kansas City.
    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. Michael A. Stegman & Robert Faris, 2003. "Payday Lending: A Business Model that Encourages Chronic Borrowing," Economic Development Quarterly, , vol. 17(1), pages 8-32, February.
    14. Carvalho, Carlos & Masini, Ricardo & Medeiros, Marcelo C., 2018. "ArCo: An artificial counterfactual approach for high-dimensional panel time-series data," Journal of Econometrics, Elsevier, vol. 207(2), pages 352-380.
    15. 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.
    16. John Gathergood & Benedict Guttman-Kenney & Stefan Hunt, 2019. "How Do Payday Loans Affect Borrowers? Evidence from the U.K. Market," Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 496-523.
    17. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    18. Marianne Bertrand & Adair Morse, 2011. "Information Disclosure, Cognitive Biases, and Payday Borrowing," Journal of Finance, American Finance Association, vol. 66(6), pages 1865-1893, December.
    19. Wooldridge, Jeffrey M., 2005. "Violating Ignorability Of Treatment By Controlling For Too Many Factors," Econometric Theory, Cambridge University Press, vol. 21(5), pages 1026-1028, October.
    20. Scott Carrell & Jonathan Zinman, 2014. "In Harm's Way? Payday Loan Access and Military Personnel Performance," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2805-2840.
    21. Brian T. Melzer, 2011. "The Real Costs of Credit Access: Evidence from the Payday Lending Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 517-555.
    22. Donald P. Morgan & Michael R. Strain & Ihab Seblani, 2012. "How Payday Credit Access Affects Overdrafts and Other Outcomes," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 519-531, March.
    23. Neil Bhutta & Paige Marta Skiba & Jeremy Tobacman, 2015. "Payday Loan Choices and Consequences," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(2-3), pages 223-260, March.
    24. Kelly D. Edmiston, 2011. "Could restrictions on payday lending hurt consumers?," Economic Review, Federal Reserve Bank of Kansas City, vol. 96(Q I).
    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. Cuffe, Harold E. & Gibbs, Christopher G., 2017. "The effect of payday lending restrictions on liquor sales," Journal of Banking & Finance, Elsevier, vol. 85(C), pages 132-145.
    27. Zaki, Mary, 2016. "Access to Short-term Credit and Consumption Smoothing within the Paycycle," ETA: Economic Theory and Applications 232213, Fondazione Eni Enrico Mattei (FEEM).
    28. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    29. Barth, James R. & Hilliard, Jitka & Jahera, John S. & Sun, Yanfei, 2016. "Do state regulations affect payday lender concentration?," Journal of Economics and Business, Elsevier, vol. 84(C), pages 14-29.
    30. Michael A. Stegman, 2007. "Payday Lending," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 169-190, Winter.
    31. Lars Lefgren & Frank McIntyre, 2009. "Explaining the Puzzle of Cross-State Differences in Bankruptcy Rates," Journal of Law and Economics, University of Chicago Press, vol. 52(2), pages 367-393, May.
    32. Bhutta, Neil, 2014. "Payday loans and consumer financial health," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 230-242.
    33. Annamaria Lusardi & Carlo de Bassa Scheresberg, 2013. "Financial Literacy and High-Cost Borrowing in the United States," NBER Working Papers 18969, National Bureau of Economic Research, Inc.
    34. Susan Payne Carter & William Skimmyhorn, 2017. "Much Ado about Nothing? New Evidence on the Effects of Payday Lending on Military Members," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 606-621, July.
    35. Neil Bhutta & Jacob Goldin & Tatiana Homonoff, 2016. "Consumer Borrowing after Payday Loan Bans," Journal of Law and Economics, University of Chicago Press, vol. 59(1), pages 225-259.
    36. Mark J. Flannery & Katherine A. Samolyk, 2005. "Payday lending: do the costs justify the price?," Proceedings 949, Federal Reserve Bank of Chicago.
    37. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    38. Sebastian Galiani & Brian Quistorff, 2017. "The synth runner package: Utilities to automate synthetic control estimation using synth," Stata Journal, StataCorp LP, vol. 17(4), pages 834-849, December.
    39. Jerry Buckland & Chris Robinson & Brenda Spotton Visano (ed.), 2018. "Payday Lending in Canada in a Global Context," Springer Books, Springer, number 978-3-319-71213-0, November.
    40. Sumit Agarwal & Tal Gross & Bhashkar Mazumder, 2016. "How Did the Great Recession Affect Payday Loans?," Economic Perspectives, Federal Reserve Bank of Chicago, issue 2, pages 1-12.
    41. Melzer, Brian T. & Morgan, Donald P., 2015. "Competition in a consumer loan market: Payday loans and overdraft credit," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 25-44.
    42. Will Dobbie & Paige Marta Skiba, 2013. "Information Asymmetries in Consumer Credit Markets: Evidence from Payday Lending," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 256-282, October.
    43. Desai, Chintal A. & Elliehausen, Gregory, 2017. "The effect of state bans of payday lending on consumer credit delinquencies," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 94-107.
    44. Jeannette N. Bennett, 2019. "Fast Cash and Payday Loans," Page One Economics Newsletter, Federal Reserve Bank of St. Louis, pages 1-7, April.
    45. Li, Mingliang & Mumford, Kevin J. & Tobias, Justin L., 2012. "A Bayesian analysis of payday loans and their regulation," Journal of Econometrics, Elsevier, vol. 171(2), pages 205-216.
    46. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    Cited by:

    1. Calice,Pietro & Diaz Kalan,Federico Alfonso & Masetti,Oliver, 2020. "Interest Rate Repression : A New Database," Policy Research Working Paper Series 9457, The World Bank.
    2. Raupach, Peter & Memmel, Christoph, 2021. "Banks' credit losses and lending dynamics," Discussion Papers 36/2021, Deutsche Bundesbank.

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    More about this item

    Keywords

    Interest rate cap; Payday lending; Credit rationing; Bankruptcy; Informal bankruptcy; Synthetic control;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General

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