Health and Wages - Panel data estimates considering selection and endogeneity
This paper complements previous studies on the effects of health on wages by addressing the problems of unobserved heterogeneity, sample selection, and endogeneity in one comprehensive framework. Using data from the German Socio-Economic Panel (GSOEP) we find the health variable to suffer from measurement error and a number of tests provide evidence that selection corrections are necessary. Good health leads to higher wages for men, while there appears to be no significant effect for women. Contingent on the method of estimation, healthy males are estimated to earn between 1.3% and 7.8% more than those in poor health.
|Date of creation:||Feb 2007|
|Date of revision:||Nov 2008|
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Web page: https://mpra.ub.uni-muenchen.de
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- Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
- repec:adr:anecst:y:1999:i:55-56 is not listed on IDEAS
- Verbeek, M.J.C.M. & Nijman, T.E., 1990.
"Testing for selectivity bias in panel data models,"
1990-18, Tilburg University, Center for Economic Research.
- Timothy J. Halliday, 2007.
"Heterogeneity, State Dependence and Health,"
200716, University of Hawaii at Manoa, Department of Economics.
- Heckman, James J, 1978.
"Dummy Endogenous Variables in a Simultaneous Equation System,"
Econometric Society, vol. 46(4), pages 931-959, July.
- James J. Heckman, 1977. "Dummy Endogenous Variables in a Simultaneous Equation System," NBER Working Papers 0177, National Bureau of Economic Research, Inc.
- (*), Nigel Rice & Paul Contoyannis, 2001. "The impact of health on wages: Evidence from the British Household Panel Survey," Empirical Economics, Springer, vol. 26(4), pages 599-622.
- Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
- Robert Haveman & Mark Stone & Barbara Wolfe, 1989.
"Market Work, Wages, and Men's Health,"
NBER Working Papers
3020, National Bureau of Economic Research, Inc.
- Lee, Lung-Fei, 1982. "Health and Wage: A Simultaneous Equation Model with Multiple Discrete Indicators," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 23(1), pages 199-221, February.
- Anastasia Semykina & Jeffrey M. Woodridge, 2010.
"Estimating Panel Data Models in the Presence of Endogeneity and Selection,"
wp2010_10_01, Department of Economics, Florida State University.
- Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
- repec:adr:anecst:y:1999:i:55-56:p:06 is not listed on IDEAS
- María Engracia Rochina-Barrachina, 1999. "A New Estimator for Panel Data Sample Selection Models," Annals of Economics and Statistics, GENES, issue 55-56, pages 153-181.
- Lixin Cai, 2009.
"Effects of Health on Wages of Australian Men,"
The Economic Record,
The Economic Society of Australia, vol. 85(270), pages 290-306, 09.
- Kennedy, Peter, 1983. "Logarithmic Dependent Variables and Prediction Bias," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 45(4), pages 389-392, November.
- Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
- Grossman, Michael, 2000. "The human capital model," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 7, pages 347-408 Elsevier.
- Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
- Lynn M Gambin, 2005. "The impact of health on wages in Europe – does gender matter?," Health, Econometrics and Data Group (HEDG) Working Papers 05/03, HEDG, c/o Department of Economics, University of York.
- Laura Romeu Gordo, 2006. "Effects of short- and long-term unemployment on health satisfaction: evidence from German data," Applied Economics, Taylor & Francis Journals, vol. 38(20), pages 2335-2350.
- Nijman, T.E. & Verbeek, M.J.C.M., 1992. "Testing for selectivity in panel data models," Other publications TiSEM 7ec34a6c-1d84-4052-971c-d, Tilburg University, School of Economics and Management.
- Christian Dustmann & María Engracia Rochina-Barrachina, 2007. "Selection correction in panel data models: An application to the estimation of females' wage equations," Econometrics Journal, Royal Economic Society, vol. 10(2), pages 263-293, 07.
- Dustmann, Christian & Rochina-Barrachina, María Engracia, 2000. "Selection Correction in Panel Data Models: An Application to Labour Supply and Wages," IZA Discussion Papers 162, Institute for the Study of Labor (IZA).
- Paul Contoyannis & Andrew M. Jones & Nigel Rice, 2004. "The dynamics of health in the British Household Panel Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(4), pages 473-503.
- Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Oxford University Press, vol. 47(1), pages 225-238.
- Ekaterini Kyriazidou, 1997. "Estimation of a Panel Data Sample Selection Model," Econometrica, Econometric Society, vol. 65(6), pages 1335-1364, November.
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