An Empirical Analysis of Personal Bankruptcy and Delinquency
AbstractThis 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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Bibliographic InfoPaper provided by Wharton School Center for Financial Institutions, University of Pennsylvania in its series Center for Financial Institutions Working Papers with number 98-28.
Date of creation: Nov 1999
Date of revision:
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Web page: http://fic.wharton.upenn.edu/fic/
More information through EDIRC
Personal bankruptcy; Forecasting default; Credit risk management; Consumer credit; Credit cards;
Other versions of this item:
- David B. Gross, 2002. "An Empirical Analysis of Personal Bankruptcy and Delinquency," Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 319-347, March.
- David B. Gross & Nicholas S. Souleles, 2001. "An Empirical Analysis of Personal Bankruptcy and Delinquency," NBER Working Papers 8409, National Bureau of Economic Research, Inc.
- 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; Micro Finance Institutions; Mortgages
- G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
This paper has been announced in the following NEP Reports:
- NEP-ALL-2002-04-15 (All new papers)
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.:
- David B. Gross & Nicholas S. Souleles, 2001.
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The Review of Economics and Statistics,
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- T. Jappelli & J-S Pischke & N.S. Souleles, 1995. "Testing for Liquidity Constraints in Euler Equations with Complementary Data Sources," Working papers 95-19, Massachusetts Institute of Technology (MIT), Department of Economics.
- Jappelli, Tullio & Pischke, Jörn-Steffen & Souleles, Nicholas, 1995. "Testing for Liquidity Constraints in Euler Equations with Complementary Data Sources," CEPR Discussion Papers 1138, C.E.P.R. Discussion Papers.
- 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.
- 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.
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