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Health and Wages: Panel Data Estimates Considering Selection and Endogeneity

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  • Robert Jäckle
  • Oliver Himmler

Abstract

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 earn between 1.3 percent and 7.8 percent more than those in poor health.

Suggested Citation

  • Robert Jäckle & Oliver Himmler, 2010. "Health and Wages: Panel Data Estimates Considering Selection and Endogeneity," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    • Handle: RePEc:uwp:jhriss:v:45:y:2010:i2:p364-406
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    More about this item

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • I10 - Health, Education, and Welfare - - Health - - - General
    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General

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