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Estimating Causal Effects of Early Occupational Choice on Later Health: Evidence Using the PSID

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Jason M. Fletcher
Jody L. Sindelar

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Abstract

In this paper, we provide some of the first empirical evidence of whether early occupational choices are associated with lasting effects on health status, affecting individuals as they age. We take advantage of data on occupational histories available in the Panel Study of Income Dynamics (PSID) to examine this issue. To the PSID data, we merge historical Census data that reflect the labor market conditions when each individual in the PSID made his first occupational choice. These data on labor market conditions (e.g. state-level share of blue collar workers) allow us to instrument for occupational choice in order to alleviate endogeneity bias. We use parental occupation as additional instruments. Since our instruments may have indirect effects on later health, we also control for respondent’s pre-labor market health, education and several family and state background characteristics in order to make the instruments more plausibly excludable. We find substantial evidence that a blue collar occupation at labor force entry is associated with decrements to later health status, ceteris paribus. These health effects are larger after controlling for endogeneity and are similar across sets of instruments. We also find differences in the effects of occupation by gender, race, and age.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 15256.

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Date of creation: Aug 2009
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Handle: RePEc:nbr:nberwo:15256

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I1 - Health, Education, and Welfare - - Health
I10 - Health, Education, and Welfare - - Health - - - General

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  1. Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Specificity Of Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(1), pages 63-115, 02. [Downloadable!] (restricted)
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  2. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
  3. Eugene Choo & Michael Denny, 2006. "Wearing Out -- The Decline in Health," Working Papers tecipa-258, University of Toronto, Department of Economics. [Downloadable!]
  4. Neal, Derek, 1999. "The Complexity of Job Mobility among Young Men," Journal of Labor Economics, University of Chicago Press, vol. 17(2), pages 237-61, April. [Downloadable!] (restricted)
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  5. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier. [Downloadable!] (restricted)
  6. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February. [Downloadable!] (restricted)
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  7. Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April. [Downloadable!] (restricted)
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  8. Oreopoulos, Philip & Wachter, Till von & Heisz, Andrew, 2008. "The Short- and Long-Term Career Effects of Graduating in a Recession: Hysteresis and Heterogeneity in the Market for College Graduates," IZA Discussion Papers 3578, Institute for the Study of Labor (IZA). [Downloadable!]
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  9. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," Review of Economic Studies, Blackwell Publishing, vol. 72(1), pages 189-221, 01. [Downloadable!] (restricted)
  10. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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