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Credit When You Need It

Author

Listed:
  • Benjamin L. Collier
  • Daniel A. Hartley
  • Benjamin J. Keys
  • Jing Xian Ng

Abstract

We estimate the causal effect of emergency credit on households' finances after a negative shock. To do so, we link application data from the U.S. Federal Disaster Loan program, which provides loans to households that have uninsured damages from a federally-declared natural disaster, to a panel of credit records before and after the shock. We exploit a discontinuity in the loan approval rules that led applicants with debt-to-income ratios below 40% to be differentially likely to be approved. Using an instrumented difference-in-differences research design, we find that credit provision at the time of a shock significantly reduces severe financial distress, decreasing the likelihood of filing for bankruptcy by 61% in the three years following the disaster. We explore mechanisms using additional quasi-experimental variation in interest rates, finding support for a liquidity-based explanation. Credit provision in a time of crisis has real consumption effects in the form of additional car purchases even 3 years after loan receipt. Our findings suggest that well-timed liquidity provided to households in acute need can have substantial and persistent positive effects.

Suggested Citation

  • Benjamin L. Collier & Daniel A. Hartley & Benjamin J. Keys & Jing Xian Ng, 2024. "Credit When You Need It," NBER Working Papers 32845, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:32845
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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. Solomon Hsiang & Robert E. Kopp, 2018. "An Economist's Guide to Climate Change Science," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 3-32, Fall.
    3. Juliano J. Assunção & Efraim Benmelech & Fernando S. S. Silva, 2014. "Repossession and the Democratization of Credit," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2661-2689.
    4. 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.
    5. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 215-261.
    6. Tatyana Deryugina & Laura Kawano & Steven Levitt, 2018. "The Economic Impact of Hurricane Katrina on Its Victims: Evidence from Individual Tax Returns," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 202-233, April.
    7. Réka Juhász & Nathan J. Lane & Dani Rodrik, 2023. "The New Economics of Industrial Policy," NBER Working Papers 31538, National Bureau of Economic Research, Inc.
    8. 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.
    9. Benjamin J. Keys, 2018. "The Credit Market Consequences of Job Displacement," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 405-415, July.
    10. Jawad M Addoum & David T Ng & Ariel Ortiz-Bobea & Harrison Hong, 2020. "Temperature Shocks and Establishment Sales," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1331-1366.
    11. 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.
    12. Gene Amromin & Neil Bhutta & Benjamin J. Keys, 2020. "Refinancing, Monetary Policy, and the Credit Cycle," Annual Review of Financial Economics, Annual Reviews, vol. 12(1), pages 67-93, December.
    13. Erwann O. Michel-Kerjan, 2010. "Catastrophe Economics: The National Flood Insurance Program," Journal of Economic Perspectives, American Economic Association, vol. 24(4), pages 165-186, Fall.
    14. Fredrik Andersson & Souphala Chomsisengphet & Dennis Glennon & Feng Li, 2013. "The Changing Pecking Order of Consumer Defaults," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2‐3), pages 251-275, March.
    15. 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.
    16. 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.
    17. Benjamin Collier & Sabrina T. Howell & Lea Rendell, 2024. "After the Storm: How Emergency Liquidity Helps Small Businesses Following Natural Disasters," Working Papers 24-20, Center for Economic Studies, U.S. Census Bureau.
    18. Fredrik Andersson & Souphala Chomsisengphet & Dennis Glennon & Feng Li, 2013. "The Changing Pecking Order of Consumer Defaults," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2-3), pages 251-275, March.
    19. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    20. Billings, Stephen B. & Gallagher, Emily A. & Ricketts, Lowell, 2022. "Let the rich be flooded: The distribution of financial aid and distress after hurricane harvey," Journal of Financial Economics, Elsevier, vol. 146(2), pages 797-819.
    21. Sumit Agarwal & Souphala Chomsisengphet & Neale Mahoney & Johannes Stroebel, 2018. "Do Banks Pass through Credit Expansions to Consumers Who want to Borrow?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 129-190.
    22. Greg Kaplan & Giovanni L. Violante & Justin Weidner, 2014. "The Wealthy Hand-to-Mouth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(1 (Spring), pages 77-153.
    23. Dean Karlan & Jonathan Zinman, 2019. "Long-Run Price Elasticities of Demand for Credit: Evidence from a Countrywide Field Experiment in Mexico," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1704-1746.
    24. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    25. 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.
    26. Benjamin J. Keys & Philip Mulder, 2020. "Neglected No More: Housing Markets, Mortgage Lending, and Sea Level Rise," NBER Working Papers 27930, National Bureau of Economic Research, Inc.
    27. Corina Boar & Denis Gorea & Virgiliu Midrigan, 2022. "Liquidity Constraints in the U.S. Housing Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1120-1154.
    28. Benjamin L. Collier & Sabrina T. Howell & Lea Rendell, 2024. "After the Storm: How Emergency Liquidity Helps Small Businesses Following Natural Disasters," NBER Working Papers 32326, National Bureau of Economic Research, Inc.
    29. Raj Chetty & Adam Szeidl, 2007. "Consumption Commitments and Risk Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 831-877.
    30. Joshua Abel & Andreas Fuster, 2021. "How Do Mortgage Refinances Affect Debt, Default, and Spending? Evidence from HARP," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 254-291, April.
    31. Martin Beraja & Andreas Fuster & Erik Hurst & Joseph Vavra, 2019. "Regional Heterogeneity and the Refinancing Channel of Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 109-183.
    32. David Berger & Konstantin Milbradt & Fabrice Tourre & Joseph Vavra, 2021. "Mortgage Prepayment and Path-Dependent Effects of Monetary Policy," American Economic Review, American Economic Association, vol. 111(9), pages 2829-2878, September.
    33. Hurst, Erik & Stafford, Frank, 2004. "Home Is Where the Equity Is: Mortgage Refinancing and Household Consumption," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 985-1014, December.
    34. Greg Kaplan & Giovanni L. Violante & Justin Weidner, 2014. "The Wealthy Hand-to-Mouth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 77-153.
    35. repec:mcb:jmoncb:v:45:y:2013:i::p:251-275 is not listed on IDEAS
    36. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    37. Joanne W. Hsu & David A. Matsa & Brian T. Melzer, 2018. "Unemployment Insurance as a Housing Market Stabilizer," American Economic Review, American Economic Association, vol. 108(1), pages 49-81, January.
    38. Justin Gallagher & Daniel Hartley, 2017. "Household Finance after a Natural Disaster: The Case of Hurricane Katrina," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 199-228, August.
    39. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    40. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    41. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    42. 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.
    43. Peter Ganong & Pascal Noel, 2020. "Liquidity versus Wealth in Household Debt Obligations: Evidence from Housing Policy in the Great Recession," American Economic Review, American Economic Association, vol. 110(10), pages 3100-3138, October.
    44. Justin Gallagher & Daniel Hartley & Shawn Rohlin, 2023. "Weathering an Unexpected Financial Shock: The Role of Federal Disaster Assistance on Household Finance and Business Survival," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(2), pages 525-567.
    45. Alejandro del Valle & Tess C. Scharlemann & Stephen H. Shore, 2022. "Household Financial Decision-Making After Natural Disasters: Evidence from Hurricane Harvey," Finance and Economics Discussion Series 2022-015, Board of Governors of the Federal Reserve System (U.S.).
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    More about this item

    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • 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
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts

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