The Drivers of Household Over-Indebtedness and Delinquency on Mortgage Loans: Evidence from Italian Microdata
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.
|Date of creation:||15 Sep 2012|
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- 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.
- 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.
- David Aristei & Luca Pieroni, 2007.
"A Double-Hurdle Approach to Modelling Tobacco Consumption in Italy,"
Quaderni del Dipartimento di Economia, Finanza e Statistica
29/2007, Università di Perugia, Dipartimento Economia.
- David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
- Madden, David, 2008.
"Sample selection versus two-part models revisited: The case of female smoking and drinking,"
Journal of Health Economics,
Elsevier, vol. 27(2), pages 300-307, March.
- David Madden, 2006. "Sample Selection Versus Two-Part Models Revisited: the Case of Female Smoking and Drinking," Health, Econometrics and Data Group (HEDG) Working Papers 06/12, HEDG, c/o Department of Economics, University of York.
- 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).
- David (David Patrick) Madden, 2006. "Sample selection versus two-part models revisited : the case of female smoking and drinking," Working Papers 200604, School of Economics, University College Dublin.
- Magda Bianco & Tullio Jappelli & Marco Pagano, 2001.
"Courts and Banks: Effects of Judicial Enforcement on Credit Markets,"
CSEF Working Papers
58, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 09 Apr 2002.
- Jappelli, Tullio & Pagano, Marco & Bianco, Magda, 2005. "Courts and Banks: Effects of Judicial Enforcement on Credit Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 223-44, April.
- 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.
- Jappelli Tullio & Pagano Marco & Di Maggio Marco, 2013.
"Households' indebtedness and financial fragility,"
Journal of Financial Management, Markets and Institutions,
Società editrice il Mulino, issue 1, pages 23-46, January.
- Jappelli, Tullio & Pagano, Marco, 2002.
"Information sharing, lending and defaults: Cross-country evidence,"
Journal of Banking & Finance,
Elsevier, vol. 26(10), pages 2017-2045, October.
- Jappelli, Tullio & Pagano, Marco, 1999. "Information Sharing, Lending and Defaults: Cross-Country Evidence," CEPR Discussion Papers 2184, C.E.P.R. Discussion Papers.
- 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.
- Giuseppe De Luca & Valeria Perotti, 2011.
"Estimation of ordered response models with sample selection,"
StataCorp LP, vol. 11(2), pages 213-239, June.
- 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.
- 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.
- David Aristei & Federico Perali & Luca Pieroni, 2008.
"Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach,"
Springer, vol. 35(1), pages 29-61, August.
- Davide Aristei & Federico Pierali & Luca Pieroni, 2007. "Cohort, Age and Time Effects in Alcohol Consumption by Italian Households: a Double-Hurdle Approach," Quaderni del Dipartimento di Economia, Finanza e Statistica 30/2007, Università di Perugia, Dipartimento Economia.
- 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.
- 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.
- Silvia Magri & Raffaella Pico, 2010. "The rise of risk-based pricing of mortgage interest rates in Italy," Temi di discussione (Economic working papers) 778, Bank of Italy, Economic Research and International Relations Area.
- Greene,William H. & Hensher,David A., 2010.
"Modeling Ordered Choices,"
Cambridge University Press, number 9780521194204.
- 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.
- Edelberg, Wendy, 2006. "Risk-based pricing of interest rates for consumer loans," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2283-2298, November.
- 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.
- Daniela FABBRI & Mario PADULA, 2003. "Does Poor Legal Enforcement Make Households Credit-Constrained?," FAME Research Paper Series rp81, International Center for Financial Asset Management and Engineering.
- 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.
- 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.
- BÃ¶heim, RenÃ© & Taylor, Mark P., 2000. "My home was my castle: evictions and repossessions in Britain," ISER Working Paper Series 2000-04, Institute for Social and Economic Research.
- 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..
- 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.
- 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.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- 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.
- 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.
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