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

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  • Winkelmann, Rainer

    ()
    (University of Zurich)

Abstract

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.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 1016.

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Length: 26 pages
Date of creation: Feb 2004
Date of revision:
Publication status: published in: Empirical Economics, 2005, 30 (3), 749-761
Handle: RePEc:iza:izadps:dp1016

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Keywords: error components; German Socio-Economic Panel; ordered probit model;

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  1. 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, 09.
  2. Oswald, A.J., 1997. "Happiness and Economic Performance," Papers 18, Centre for Economic Performance & Institute of Economics.
  3. 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.
  4. Björklund, Anders & Eriksson, Tor & Jäntti, Markus & Raaum, Oddbjørn & Österbacka, Eva, 2000. "Brother Correlations in Earnings in Denmark, Finland, Norway and Sweden Compared to the United States," IZA Discussion Papers 158, Institute for the Study of Labor (IZA).
  5. Bjorklund, Anders & Chadwick, Laura, 2003. "Intergenerational income mobility in permanent and separated families," Economics Letters, Elsevier, vol. 80(2), pages 239-246, August.
  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 & Jantti, Markus, 1997. "Intergenerational Income Mobility in Sweden Compared to the United States," American Economic Review, American Economic Association, vol. 87(5), pages 1009-18, December.
  8. Solon, Gary, 1989. "Biases in the Estimation of Intergenerational Earnings Correlations," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 172-74, February.
  9. 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.
  10. 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).
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