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Quantile treatment effects of job loss on health

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  • Schiele, Valentin
  • Schmitz, Hendrik

Abstract

Studies on health effects of job loss mostly estimate mean effects. We argue that the effects might differ over the distribution of the health status and use quantile regression methods to provide a more complete picture. To take the potential endogeneity of job loss into account, we estimate quantile treatment effects where we rely on job loss due to plant closures. We find that the effect of job loss indeed varies across the mental and physical health distribution. Job loss due to plant closures affects physical health adversely for individuals in the middle and lower part of the health distribution while those in best physical condition do not seem to be affected. The results for mental health, though less distinct, point in the same direction. We find no effects on BMI.

Suggested Citation

  • Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    • Handle: RePEc:eee:jhecon:v:49:y:2016:i:c:p:59-69
    DOI: 10.1016/j.jhealeco.2016.06.005
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    12. Lars Kunze & Nicolai Suppa, 2020. "Who Is Bowling Alone? Quantile Treatment Effects of Unemployment on Social Participation," SOEPpapers on Multidisciplinary Panel Data Research 1077, DIW Berlin, The German Socio-Economic Panel (SOEP).
    13. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    14. Rocco, Lorenzo & Crema, Angela & Simonato, Lorenzo & Cestari, Laura, 2018. "The effect of job loss on pharmaceutical prescriptions," Social Science & Medicine, Elsevier, vol. 217(C), pages 73-83.
    15. Botha, Ferdi & Kabátek, Jan & Meekes, Jordy & Wilkins, Roger, 2023. "The Effects of Commuting and Working from Home Arrangements on Mental Health," IZA Discussion Papers 16618, Institute of Labor Economics (IZA).
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    17. Richard K. Moussa & Eric Delattre, 2023. "Dynamics of interactions between health and employment statuses: a panel data approach," SN Business & Economics, Springer, vol. 3(8), pages 1-26, August.
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    25. Been, J.; & Suari-Andreu, E.; & Knoef, M.;, 2022. "The short-run effects of unexpected job loss on health," Health, Econometrics and Data Group (HEDG) Working Papers 22/21, HEDG, c/o Department of Economics, University of York.

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    More about this item

    Keywords

    Job loss; Health; BMI; Plant closure; Quantile treatment effects;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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