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Subjective Well-Being and the Family: Results from an Ordered Probit Model with Multiple Random Effects


  • Rainer Winkelmann

    () (Socioeconomic Institute, University of Zurich)


The previous literature on the determinants of individual well-being has failed to fully account for the interdependencies in well-being at the family level. This paper develops an ordered probit model with multiple random effects that allows to identify the intrafamily correlation in well-being. The parameters of the model can be estimated with panel data using Maximum Marginal Likelihood. The approach is illustrated in an application using panel data for the period 1984-1997 from the German Socio-Economic Panel in which both inter-generational and intra-marriage correlations in well-being are estimated.

Suggested Citation

  • Rainer Winkelmann, 2002. "Subjective Well-Being and the Family: Results from an Ordered Probit Model with Multiple Random Effects," SOI - Working Papers 0204, Socioeconomic Institute - University of Zurich, revised Jan 2004.
  • Handle: RePEc:soz:wpaper:0204

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    References listed on IDEAS

    1. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    2. Solon, Gary, 1999. "Intergenerational mobility in the labor market," Handbook of Labor Economics,in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 29, pages 1761-1800 Elsevier.
    3. Oswald, Andrew J, 1997. "Happiness and Economic Performance," Economic Journal, Royal Economic Society, vol. 107(445), pages 1815-1831, November.
    4. Johannes Schwarze, 2003. "Using Panel Data on Income Satisfaction to Estimate Equivalence Scale Elasticity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(3), pages 359-372, September.
    5. Markus Jäntti & Eva Österbacka & Oddbjörn Raaum & Tor Eriksson & Anders Björklund, 2002. "Brother correlations in earnings in Denmark, Finland, Norway and Sweden compared to the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 15(4), pages 757-772.
    6. Gary Solon & Mary Corcoran & GRoger Gordon & Deborah Laren, 1991. "A Longitudinal Analysis of Sibling Correlations in Economic Status," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 509-534.
    7. Bjorklund, Anders & Chadwick, Laura, 2003. "Intergenerational income mobility in permanent and separated families," Economics Letters, Elsevier, vol. 80(2), pages 239-246, August.
    8. Bjorklund, Anders & Jantti, Markus, 1997. "Intergenerational Income Mobility in Sweden Compared to the United States," American Economic Review, American Economic Association, vol. 87(5), pages 1009-1018, December.
    9. Shields, Michael A. & Wheatley Price, Stephen, 2001. "Exploring the Economic and Social Determinants of Psychological and Psychosocial Health," IZA Discussion Papers 396, Institute for the Study of Labor (IZA).
    10. Solon, Gary, 1989. "Biases in the Estimation of Intergenerational Earnings Correlations," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 172-174, February.
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    More about this item


    ordered probit model; error components; german socio-economic panel;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • J19 - Labor and Demographic Economics - - Demographic Economics - - - Other


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