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An Empirical Analysis of Personal Bankruptcy and Delinquency

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Author Info
David B. Gross
Nicholas S. Souleles

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Abstract

This paper uses a unique new panel data set of credit card accounts to analyze credit card delinquency and more generally personal bankruptcy and the stability of credit risk models. We estimate duration models for default and assess the relative importance of different variables in predicting default. We investigate how the propensity to default has changed over time, disentangling the two leading explanations for the recent increase in default rates – a deterioration in the risk-composition of borrowers versus a reduction in the social stigma of default. Even after controlling for risk-composition and other economic fundamentals, the propensity to default significantly increased between 1995 and 1997. By contrast, increases in credit limits and other changes in risk-composition explain only a small part of the change in default rates. Standard default models appear to have missed an important time-varying default factor, consistent with the stigma effect.

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Publisher Info
Paper provided by Wharton School Center for Financial Institutions, University of Pennsylvania in its series Center for Financial Institutions Working Papers with number 98-28.

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Date of creation: Nov 1999
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Handle: RePEc:wop:pennin:98-28

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Related research
Keywords: Personal bankruptcy; Forecasting default; Credit risk management; Consumer credit; Credit cards;

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Find related papers by JEL classification:
E21 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages
G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. David B. Gross & Nicholas S. Souleles, 2001. "Do Liquidity Constraints and Interest Rates Matter for Consumer Behavior? Evidence from Credit Card Data," NBER Working Papers 8314, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  2. Tullio Jappelli & Jörn-Steffen Pischke & Nicholas S. Souleles, 1998. "Testing For Liquidity Constraints In Euler Equations With Complementary Data Sources," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 251-262, May. [Downloadable!] (restricted)
    Other versions:
  3. Fay, S. & Hurst, E. & White, M.J., 1998. "The Bankruptcy Decision: Does Stigma Matter?," Papers 98-01, Michigan - Center for Research on Economic & Social Theory.
  4. Hilary Williamson Hoynes, 2000. "Local Labor Markets And Welfare Spells: Do Demand Conditions Matter?," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 351-368, August. [Downloadable!] (restricted)
    Other versions:
  5. Ian Domowitz & Robert L. Sartain, 1999. "Determinants of the Consumer Bankruptcy Decision," Journal of Finance, American Finance Association, vol. 54(1), pages 403-420, 02. [Downloadable!] (restricted)
  6. repec:fth:pennfi:69 is not listed on IDEAS
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This item has more than 25 citations. To prevent cluttering this page, these citations are listed on a separate page.
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