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Cost of poor health to the labour market returns to education in Australia: another pathway for socio-economic inequality

Author

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  • Tinh Doan

    (The Australian National University)

  • Lyndall Strazdins

    (The Australian National University)

  • Liana Leach

    (The Australian National University)

Abstract

While several studies have estimated returns to education in Australia, there is limited evidence regarding the influence of health on the returns. This paper identifies how health affects returns to education in the labour market using the Heckman selection bias-corrected model. We measured health status using a self-rated health item with five response categories ‘poor, fair, good, very good, and excellent’. The findings show that poor health or being unhealthy (defined as ‘poor’ or ‘fair’) interacts with education, such that the benefits of education (i.e. higher hourly wage rate) are curtailed in those with health problems; the adverse effect is stronger for those in lower skilled jobs. The estimated returns to an additional year of schooling on average over 2001–2017 is 7.43% and 6.88% for the healthy and unhealthy groups, respectively. Thus, the return for workers with poor health is 7.4% lower than the return for healthier workers (for each additional year of schooling). This gap in the returns is equivalent to a productivity loss of about $19–25 billion per year. The lower returns to education for workers with poor health likely results from lower productivity while at work rather than loss of working days as the estimate is based on an hourly wage rate (rather than days or hours absent from work). These lower returns may also be explained by unhealthy workers accepting lower paid jobs given the same levels of experience, skills and education that healthier counterparts have. The cost of poor health to labour market returns is further amplified in low-skilled occupations, a process which is likely to exacerbate socio-economic inequalities and undercut social mobility.

Suggested Citation

  • Tinh Doan & Lyndall Strazdins & Liana Leach, 2020. "Cost of poor health to the labour market returns to education in Australia: another pathway for socio-economic inequality," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(4), pages 635-648, June.
  • Handle: RePEc:spr:eujhec:v:21:y:2020:i:4:d:10.1007_s10198-020-01163-2
    DOI: 10.1007/s10198-020-01163-2
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    1. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    2. Sergio Urzúa, 2008. "Racial Labor Market Gaps: The Role of Abilities and Schooling Choices," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    3. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    4. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    5. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    6. Michael Grossman, 2015. "The Relationship between Health and Schooling: What’s New?," NBER Working Papers 21609, National Bureau of Economic Research, Inc.
    7. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    8. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    9. repec:pri:cheawb:deaton_inequalities.pdf is not listed on IDEAS
    10. Theodore W. Schultz, 1974. "Economics of the Family: Marriage, Children, and Human Capital," NBER Books, National Bureau of Economic Research, Inc, number schu74-1.
    11. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    12. 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.
    13. Philip Oreopoulos & Kjell G. Salvanes, 2011. "Priceless: The Nonpecuniary Benefits of Schooling," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 159-184, Winter.
    14. Angus Deaton, 1999. "Inequalities in Income and Inequalities in Health," NBER Working Papers 7141, National Bureau of Economic Research, Inc.
    15. Philip Oreopoulos & Uros Petronijevic, 2013. "Making College Worth It: A Review of Research on the Returns to Higher Education," NBER Working Papers 19053, National Bureau of Economic Research, Inc.
    16. Miller, Paul W & Mulvey, Charles & Martin, Nick, 1995. "What Do Twins Studies Reveal about the Economic Returns to Education? A Comparison of Australian and U.S. Findings," American Economic Review, American Economic Association, vol. 85(3), pages 586-599, June.
    17. 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.
    18. Aniela Wirz, 2008. "Private returns to education versus education spill-over effects," Empirical Economics, Springer, vol. 34(2), pages 315-342, March.
    19. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    20. Lance Lochner, 2010. "Non-Production Benefits of Education: Crime, Health and Good Citizenship," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20107, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    21. Gary S. Becker, 1974. "A Theory of Marriage," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 299-351, National Bureau of Economic Research, Inc.
    22. Booth, Alison L & Frank, Jeff, 1999. "Earnings, Productivity, and Performance-Related Pay," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 447-463, July.
    23. Miller, Paul & Mulvey, Charles & Martin, Nick, 2006. "The return to schooling: Estimates from a sample of young Australian twins," Labour Economics, Elsevier, vol. 13(5), pages 571-587, October.
    24. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    25. Mr. David Coady & Allan Dizioli, 2017. "Income Inequality and Education Revisited: Persistence, Endogeneity, and Heterogeneity," IMF Working Papers 2017/126, International Monetary Fund.
    26. Michael Grossman, 2008. "The Relationship Between Health and Schooling," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 34(3), pages 281-292.
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    More about this item

    Keywords

    Cost of poor health; Returns to education; Heckman selection model; Socio-economic inequality;
    All these keywords.

    JEL classification:

    • B55 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches - - - Social Economics
    • C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models; Threshold Regression Models
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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