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The Determinants of Household Debt Defa

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  • Rodrigo Alfaro
  • Natalia Gallardo
  • Roberto Stein

Abstract

Based on a new dataset obtained from survey data, we study household debt default behavior in Chile. Previous research in this area suggests financial and personal variables that can help estimate individual and group probabilities of default. We study mortgage and consumer default separately, as the default decisions and overall borrower behavior are different for each type of debt. Our study finds that income and income-related variables are the only significant and robust variables that explain default for both types of debt. Demographic or personal variables are specific to one or the other type of debt but not to both. For example, level of education is a factor that affects mortgage default, whereas the determinants of consumer debt default include the age of the household head, and the number of people within the household that contribute to the total family income. We derive threshold probabilities of default for each type of debt and compare them to those obtained from results of previous work based on the same Chilean data, but with a different approach. We find that the probability of default decreases as the family income increases, and that our estimates are consistent with other studies similar to ours. Also consistently with previous research, we find that, in terms of the distribution of debt and default risk, the largest portion of the country’s household debt is in the hands of families in the upper quintiles, who have the lowest risk of default. This implies that the overall financial system should be relatively stable, even in the face of moderate macroeconomic shocks.

Suggested Citation

  • Rodrigo Alfaro & Natalia Gallardo & Roberto Stein, 2010. "The Determinants of Household Debt Defa," Working Papers Central Bank of Chile 574, Central Bank of Chile.
  • Handle: RePEc:chb:bcchwp:574
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    References listed on IDEAS

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    1. Ingram, F. Jerry & Frazier, Emma L., 1982. "Alternative Multivariate Tests in Limited Dependent Variable Models: An Empirical Assessment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 17(2), pages 227-240, June.
    2. Mills, Edwin S & Lubuele, Luan' Sende, 1994. "Performance of Residential Mortgages in Low- and Moderate-Income Neighborhoods," The Journal of Real Estate Finance and Economics, Springer, vol. 9(3), pages 245-260, November.
    3. Webb, Bruce G, 1982. "Borrower Risk under Alternative Mortgage Instruments," Journal of Finance, American Finance Association, vol. 37(1), pages 169-183, March.
    4. Stansell, Stanley R & Millar, James A, 1976. "An Empirical Study of Mortgage Payment to Income Ratios in a Variable Rate Mortgage Program," Journal of Finance, American Finance Association, vol. 31(2), pages 415-425, May.
    5. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 2-16, January.
    6. Luan Sende Lubuele & Edwin S. Mills, 1994. "Performance of residential mortgages in low- and moderate-income neighborhoods," Proceedings, Federal Reserve Bank of Philadelphia, pages 245-262.
    7. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    8. Robert B. Avery & Paul S. Calem & Glenn B. Canner, 2004. "Consumer credit scoring: do situational circumstances matter?," BIS Working Papers 146, Bank for International Settlements.
    9. Sharma, Manohar & Zeller, Manfred, 1997. "Repayment performance in group-based credit programs in Bangladesh: An empirical analysis," World Development, Elsevier, vol. 25(10), pages 1731-1742, October.
    10. Lawrence, Edward C. & Smith, L. Douglas & Rhoades, Malcolm, 1992. "An analysis of default risk in mobile home credit," Journal of Banking & Finance, Elsevier, vol. 16(2), pages 299-312, April.
    11. Cristina Barceló, 2006. "Imputation of the 2002 wave of the Spanish survey of household finances (EFF)," Occasional Papers 0603, Banco de España.
    12. Avery, Robert B. & Calem, Paul S. & Canner, Glenn B., 2004. "Consumer credit scoring: Do situational circumstances matter?," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 835-856, April.
    13. T. Gregory Morton, 1975. "A Discriminant Function Analysis of Residential Mortgage Delinquency and Foreclosure," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 3(1), pages 73-88, March.
    14. Kerry D. Vandell & Thomas Thibodeau, 1985. "Estimation of Mortgage Defaults Using Disaggregate Loan History Data," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 13(3), pages 292-316, September.
    15. Thi Thu Tra Pham & Robert Lensink, 2008. "Household Borrowing in Vietnam," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 7(3), pages 237-261, December.
    16. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 27-28, January.
    17. Vandell, Kerry D, 1978. "Default Risk under Alternative Mortgage Instruments," Journal of Finance, American Finance Association, vol. 33(5), pages 1279-1296, December.
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    Cited by:

    1. Carlos Madeira, 2019. "Computing population weights for the EFH survey," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 22(1), pages 004-026, April.
    2. María Victoria Landaberry, 2018. "Determinants of Households’ Default Probability in Uruguay," Investigación Conjunta-Joint Research, in: María José Roa García & Diana Mejía (ed.), Financial Decisions of Households and Financial Inclusion: Evidence for Latin America and the Caribbean, edition 1, volume 1, chapter 14, pages 463-506, Centro de Estudios Monetarios Latinoamericanos, CEMLA.
    3. Felipe Martínez & Rodrigo Cifuentes & Carlos Madeira & Rubén Poblete-Cazenave, 2013. "Measurement of Household Financial Risk with the Survey of Household Finances," Working Papers Central Bank of Chile 682, Central Bank of Chile.
    4. Javier Gutiérrez Rueda & Dairo Estrada & Laura Capera, 2011. "Un análisis del endeudamiento de los hogares," Temas de Estabilidad Financiera 061, Banco de la Republica de Colombia.
    5. Sónia Costa, 2012. "Households’ Default Probability: An Analysis Based on the Results of the HFCS," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    6. Carlos Madeira, 2012. "Tasas de Crédito Ajustadas por Riesgo e Implicancias para Políticas de Tasa Máxima Convencional," Working Papers Central Bank of Chile 654, Central Bank of Chile.
    7. Sofía Bauducco & Gonzalo Castex, 2013. "The Wealth Distribution in Developing Economies: Comparing the United States to Chile," Working Papers Central Bank of Chile 702, Central Bank of Chile.
    8. Andrés Sagner, 2011. "El Índice Cartera Vencida como Medida de Riesgo de Crédito: Análisis y Aplicación al Caso de Chile," Working Papers Central Bank of Chile 618, Central Bank of Chile.
    9. Carlos Madeira, 2018. "Priorización de pago de deudas de consumo en Chile: el caso de bancos y casas comerciales," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 21(1), pages 118-132, April.
    10. María Victoria Landaberry, 2018. "Restricción de crédito y probabilidad de no pago de los hogares uruguayos," Documentos de trabajo 2018001, Banco Central del Uruguay.
    11. Diego Avanzini & Juan Francisco Martínez & Víctor Pérez, 2016. "A micro-powered model of mortgage default risk for full recourse economies, with an application to the case of Chile," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Combining micro and macro data for financial stability analysis, volume 41, Bank for International Settlements.
    12. María Victoria Landaberry, 2018. "Factores determinantes de la probabilidad de no pago de deudas de los hogares uruguayos," Investigación Conjunta-Joint Research, in: María José Roa García & Diana Mejía (ed.), Decisiones financieras de los hogares e inclusión financiera: evidencia para América Latina y el Caribe, edition 1, volume 1, chapter 14, pages 483-528, Centro de Estudios Monetarios Latinoamericanos, CEMLA.
    13. Ana María Iregui-Bohórquez & Ligia Alba Melo-Becerra & María Teresa Ramírez-Giraldo & Ana María Tribín-Uribe, 2018. "Crédito formal e informal de los hogares en Colombia," Investigación Conjunta-Joint Research, in: María José Roa García & Diana Mejía (ed.), Decisiones financieras de los hogares e inclusión financiera: evidencia para América Latina y el Caribe, edition 1, volume 1, chapter 5, pages 133-166, Centro de Estudios Monetarios Latinoamericanos, CEMLA.
    14. Jaime Ruiz-Tagle & Leidy García & Álvaro Miranda, 2013. "Proceso de Endeudamiento y Sobre Endeudamiento de los Hogares en Chile," Working Papers Central Bank of Chile 703, Central Bank of Chile.

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