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The wear and tear on health: What is the role of occupation?

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  • Bastian Ravesteijn
  • Hans van Kippersluis
  • Eddy van Doorslaer

Abstract

Health is well known to show a clear gradient by occupation. Although it may appear evident that occupation can affect health, there are multiple possible sources of selection that can generate a strong association, other than simply a causal effect of occupation on health. We link job characteristics to German panel data spanning 29 years to characterize occupations by their physical and psychosocial burden. Employing a dynamic model to control for factors that simultaneously affect health and selection into occupation, we find that selection into occupation accounts for at least 60% of the association. The effects of occupational characteristics such as physical strain and low job control are negative and increase with age: late‐career exposure to 1 year of high physical strain and low job control is comparable to the average health decline from ageing 16 and 6 months, respectively.

Suggested Citation

  • Bastian Ravesteijn & Hans van Kippersluis & Eddy van Doorslaer, 2018. "The wear and tear on health: What is the role of occupation?," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 69-86, February.
  • Handle: RePEc:wly:hlthec:v:27:y:2018:i:2:p:e69-e86
    DOI: 10.1002/hec.3563
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    1. David M. Cutler & Adriana Lleras-Muney & Tom Vogl, 2008. "Socioeconomic Status and Health: Dimensions and Mechanisms," NBER Working Papers 14333, National Bureau of Economic Research, Inc.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Jason M. Fletcher & Jody L. Sindelar & Shintaro Yamaguchi, 2011. "Cumulative effects of job characteristics on health," Health Economics, John Wiley & Sons, Ltd., vol. 20(5), pages 553-570, May.
    4. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    5. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Thomas DeLeire & Shakeeb Khan & Christopher Timmins, 2013. "Roy Model Sorting And Nonrandom Selection In The Valuation Of A Statistical Life," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(1), pages 279-306, February.
    8. Anne Case & Angus S. Deaton, 2005. "Broken Down by Work and Sex: How Our Health Declines," NBER Chapters, in: Analyses in the Economics of Aging, pages 185-212, National Bureau of Economic Research, Inc.
    9. Titus J Galama & Hans van Kippersluis, 2019. "A Theory of Socio-economic Disparities in Health over the Life Cycle," The Economic Journal, Royal Economic Society, vol. 129(617), pages 338-374.
    10. Titus J. Galama & Hans van Kippersluis, 2010. "A Theory of Socioeconomic Disparities in Health over the Life Cycle," Tinbergen Institute Discussion Papers 10-079/3, Tinbergen Institute.
    11. Inas Kelly & Dhaval Dave & Jody Sindelar & William Gallo, 2014. "The impact of early occupational choice on health behaviors," Review of Economics of the Household, Springer, vol. 12(4), pages 737-770, December.
    12. Thomas Dohmen & Armin Falk, 2011. "Performance Pay and Multidimensional Sorting: Productivity, Preferences, and Gender," American Economic Review, American Economic Association, vol. 101(2), pages 556-590, April.
    13. Donghoon Lee, 2005. "An Estimable Dynamic General Equilibrium Model Of Work, Schooling, And Occupational Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(1), pages 1-34, February.
    14. Bastian Ravesteijn & Hans van Kippersluis & Eddy van Doorslaer, 2018. "The wear and tear on health: What is the role of occupation?," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 69-86, February.
    15. Thomas DeLeire & Helen Levy, 2004. "Worker Sorting and the Risk of Death on the Job," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 925-954, October.
    16. Michaud, Pierre-Carl & van Soest, Arthur, 2008. "Health and wealth of elderly couples: Causality tests using dynamic panel data models," Journal of Health Economics, Elsevier, vol. 27(5), pages 1312-1325, September.
    17. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    18. Jason M. Fletcher & Jody L. Sindelar, 2009. "Estimating Causal Effects of Early Occupational Choice on Later Health: Evidence Using the PSID," NBER Working Papers 15256, National Bureau of Economic Research, Inc.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. Morefield Brant & Ribar David C. & Ruhm Christopher J., 2012. "Occupational Status and Health Transitions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(3), pages 1-29, March.
    21. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    22. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    23. Harris, Matthew, 2015. "The impact of body weight on occupational mobility and career development," MPRA Paper 61924, University Library of Munich, Germany.
    24. Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, vol. 23(6), pages 1083-1099, November.
    25. Andrew M. Jones & Xander Koolman & Nigel Rice, 2006. "Health‐related non‐response in the British Household Panel Survey and European Community Household Panel: using inverse‐probability‐weighted estimators in non‐linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 543-569, July.
    26. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    27. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    28. Goodman, E., 1999. "The role of socioeconomic status gradients in explaining differences in US adolescents' health," American Journal of Public Health, American Public Health Association, vol. 89(10), pages 1522-1528.
    29. Kunst, A.E. & Groenhof, F. & Andersen, O. & Borgan, J.-K. & Costa, G. & Desplanques, G. & Filakti, H. & Giraldes, M.D.R. & Faggiano, F. & Harding, S. & Junker, C. & Martikainen, P. & Minder, C. & Nola, 1999. "Occupational class and ischemic heart disease mortality in the United States and 11 European countries," American Journal of Public Health, American Public Health Association, vol. 89(1), pages 47-53.
    30. Matthias Nübling & Hanfried H. Andersen & Axel Mühlbacher & Jürgen Schupp & Gert G. Wagner, 2007. "Computation of Standard Values for Physical and Mental Health Scale Scores Using the SOEP Version of SF12v2," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 171-182.
    31. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    32. Kunst, Anton E. & Groenhof, Feikje & Mackenbach, Johan P., 1998. "Mortality by occupational class among men 30-64Â years in 11 European countries," Social Science & Medicine, Elsevier, vol. 46(11), pages 1459-1476, January.
    33. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    34. Guardado, José R. & Ziebarth, Nicolas R., 2013. "A Model of Worker Investment in Safety and Its Effects on Accidents and Wages," IZA Discussion Papers 7428, Institute of Labor Economics (IZA).
    35. Eugene Choo & Michael Denny, 2006. "Wearing Out -- The Decline in Health," Working Papers tecipa-258, University of Toronto, Department of Economics.
    36. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    37. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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