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The Drivers of Household Over-Indebtedness and Delinquency on Mortgage Loans: Evidence from Italian Microdata

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  • David ARISTEI
  • Manuela Gallo

Abstract

This paper investigates the main determinants of household delinquency on mortgage loans in Italy. Using a sample-selection ordered choice model, we assess the impact of socio-demographic factors, loan characteristics and institutional variables both on the probability of delinquency in mortgage repayments and on the amount of arrears. Our results, based on microdata from the Italian component of the EU-SILC survey, allow to identify which types of households are more financially vulnerable and show the relevance of institutional factors in affecting the conditional intensity of arrears. Based on the predicted probabilities of arrears, we further analyse the relationship between interest rates on mortgage loans and observed borrower riskiness. Results point out that, in the whole period of analysis, Italian banks have accounted for household credit risk and have used risk-based pricing strategies in the process of mortgage loans granting.

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Bibliographic Info

Paper provided by Università di Perugia, Dipartimento Economia, Finanza e Statistica in its series Quaderni del Dipartimento di Economia, Finanza e Statistica with number 105/2012.

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Length: 37 pages
Date of creation: 15 Sep 2012
Date of revision:
Handle: RePEc:pia:wpaper:105/2012

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Keywords: Mortgage delinquency; Household over-indebtedness; Ordered choice models; Risk-based pricing;

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  1. Fabbri, Daniela & Padula, Mario, 2004. "Does poor legal enforcement make households credit-constrained?," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2369-2397, October.
  2. Bianco, Magda & Jappelli, Tullio & Pagano, Marco, 2002. "Courts and Banks: Effects of Judicial Enforcement on Credit Markets," CEPR Discussion Papers 3347, C.E.P.R. Discussion Papers.
  3. Duca, John V & Rosenthal, Stuart S, 1994. "Do Mortgage Rates Vary Based on Household Default Characteristics? Evidence on Rate Sorting and Credit Rationing," The Journal of Real Estate Finance and Economics, Springer, vol. 8(2), pages 99-113, March.
  4. Scott Fay & Erik Hurst & Michelle J. White, 2002. "The Household Bankruptcy Decision," American Economic Review, American Economic Association, vol. 92(3), pages 706-718, June.
  5. Tullio Jappelli & Marco Pagano, 1999. "Information Sharing, Lending and Defaults: Cross-Country Evidence," CSEF Working Papers 22, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
  6. Greene,William H. & Hensher,David A., 2010. "Modeling Ordered Choices," Cambridge Books, Cambridge University Press, number 9780521142373.
  7. Orla May & Merxe Tudela, 2005. "When is mortgage indebtedness a financial burden to British households? A dynamic probit approach," Bank of England working papers 277, Bank of England.
  8. Boheim, Rene & Taylor, Mark P., 2000. "My Home Was My Castle: Evictions and Repossessions in Britain," Journal of Housing Economics, Elsevier, vol. 9(4), pages 287-319, December.
  9. Tullio Jappelli & Marco Pagano & Marco di Maggio, 2008. "Households’ Indebtedness and Financial Fragility," CSEF Working Papers 208, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 09 Sep 2010.
  10. Magri, Silvia & Pico, Raffaella, 2011. "The rise of risk-based pricing of mortgage interest rates in Italy," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1277-1290, May.
  11. Diaz-Serrano, Luis, 2005. "Income volatility and residential mortgage delinquency across the EU," Journal of Housing Economics, Elsevier, vol. 14(3), pages 153-177, September.
  12. Giuseppe De Luca & Valeria Perotti, 2010. "Estimation of ordered response models with sample selection," CEIS Research Paper 168, Tor Vergata University, CEIS, revised 03 Jun 2010.
  13. Silvia Magri, 2007. "Italian households’ debt: the participation to the debt market and the size of the loan," Empirical Economics, Springer, vol. 33(3), pages 401-426, November.
  14. Madden, David, 2006. "Sample Selection Versus Two-Part Models Revisited: The Case of Female Smoking and Drinking," Papers HRBWP23, Economic and Social Research Institute (ESRI).
  15. David Aristei & Federico Perali & Luca Pieroni, 2008. "Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach," Empirical Economics, Springer, vol. 35(1), pages 29-61, August.
  16. Burcu Duygan-Bump & Charles Grant, 2009. "Household debt repayment behaviour: what role do institutions play?," Economic Policy, CEPR & CES & MSH, vol. 24, pages 107-140, 01.
  17. Edelberg, Wendy, 2006. "Risk-based pricing of interest rates for consumer loans," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2283-2298, November.
  18. Scholtens, Bert & van Wensveen, Dick, 2000. "A critique on the theory of financial intermediation," Journal of Banking & Finance, Elsevier, vol. 24(8), pages 1243-1251, August.
  19. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor and Francis Journals, vol. 40(19), pages 2463-2476.
  20. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  21. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
  22. Jones, Andrew M, 1989. "A Double-Hurdle Model of Cigarette Consumption," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 23-39, Jan.-Mar..
  23. Franklin Allen & Anthony M. Santomero, 1996. "The Theory of Financial Intermediation," Center for Financial Institutions Working Papers 96-32, Wharton School Center for Financial Institutions, University of Pennsylvania.
  24. Harris, Mark N. & Zhao, Xueyan, 2007. "A zero-inflated ordered probit model, with an application to modelling tobacco consumption," Journal of Econometrics, Elsevier, vol. 141(2), pages 1073-1099, December.
  25. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-44, September.
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