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Macroeconomic Factors of Household Default. Is There Myopic Behaviour?

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  • Rui Pascoal

    (Faculty of Economics University of Coimbra)

Abstract

The purpose of this paper is to study the family financial distress in Portugal, using quarterly observations, in a period from 2002 to 2010, by analysing the macroeconomic determinants of the Household Default rate, for which we take a logit transformation. Ordinary least squares are used. The default determinants considered are Euribor rate, Gross Domestic Product (GDP) growth rate (gdpgr) and unemployment rate. The distinctive feature of this paper is the decomposition of gdpgr in a short term and a long term components and the substitution of gdpgr for its long term component as a regressor which improves the adjustment of the regression. The signs of the coefficients are the ones expected according to economic theory, except for Euribor rate, which may be due to its pro-cyclical behaviour with respect to economic activity. Taking into account the distinct characterization with respect to stationarity of the different variables, the estimation of the relation between household default rate and its factors has to be done in two stages: first a regression on the integrated variables, and then a regression of the residuals of the first regression on the stationary variables. It is detected a more pronounced effect of the long term component of gdpgr and a perverse influence (although it may be spurious) of the short term component of gdpgr on default, which, jointly, suggests the existence of myopic behaviour by the families. It is analysed the joint evolution of these variables to detect possible interactions between them. Namely, the paradoxical role of Euribor rate is explained by its correlation with the other regressors.

Suggested Citation

  • Rui Pascoal, 2012. "Macroeconomic Factors of Household Default. Is There Myopic Behaviour?," GEMF Working Papers 2012-20, GEMF, Faculty of Economics, University of Coimbra.
    • Handle: RePEc:gmf:wpaper:2012-20
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    References listed on IDEAS

    as
    1. Gary S. Becker, 1992. "Habits, Addictions, and Traditions," Kyklos, Wiley Blackwell, vol. 45(3), pages 327-345, August.
    2. John Campbell & Angus Deaton, 1989. "Why is Consumption So Smooth?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(3), pages 357-373.
    3. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    4. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    5. Jim Wong & Ka-Fai Choi & Tom Pak-Wing Fong, 2008. "A Framework for Stress Testing Banks’ Credit Risk," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Hans Genberg & Cho-Hoi Hui (ed.), The Banking Sector in Hong Kong, chapter 11, pages 240-260, Palgrave Macmillan.
    6. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    7. Tan, Hui Boon & Ashley, Richard, 1999. "Detection And Modeling Of Regression Parameter Variation Across Frequencies," Macroeconomic Dynamics, Cambridge University Press, vol. 3(1), pages 69-83, March.
    8. Becker, Gary S, 1992. "Habits, Addictions, and Traditions," Kyklos, Wiley Blackwell, vol. 45(3), pages 327-345.
    9. Jos� BELBUTE & Ant�nio CALEIRO, 2009. "Measuring Persistence On Consumption In Portugal," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 4(2(8)_ Sum).
    10. Marcucci, Juri & Quagliariello, Mario, 2008. "Is bank portfolio riskiness procyclical: Evidence from Italy using a vector autoregression," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 46-63, February.
    11. Goodman, Allen C. & Smith, Brent C., 2010. "Residential mortgage default: Theory works and so does policy," Journal of Housing Economics, Elsevier, vol. 19(4), pages 280-294, December.
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    More about this item

    Keywords

    Household default; spectral analysis; logit regression; cointegration.;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis

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