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The effect of job loss on pharmaceutical prescriptions

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  • Rocco, Lorenzo
  • Crema, Angela
  • Simonato, Lorenzo
  • Cestari, Laura

Abstract

We estimate the effect of job loss on the probability that long-tenured workers are prescribed anti-hypertensive and psychotropic drugs. We exploit two administrative data sources from the Veneto region in Italy and estimate an event-study model. Our results indicate that the probability of drug prescription increases among under-40 males but not among older males or female workers. We suggest that the effect on younger male workers is the combined result of their typical role as breadwinners, limited wealth buffers in case of layoff, and unfavourable employment legislative protection.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:socmed:v:217:y:2018:i:c:p:73-83
    DOI: 10.1016/j.socscimed.2018.09.059
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    1. Artazcoz, L. & Benach, J. & Borrell, C. & Cortès, I., 2004. "Unemployment and Mental Health: Understanding the Interactions among Gender, Family Roles, and Social Class," American Journal of Public Health, American Public Health Association, vol. 94(1), pages 82-88.
    2. Browning, Martin & Heinesen, Eskil, 2012. "Effect of job loss due to plant closure on mortality and hospitalization," Journal of Health Economics, Elsevier, vol. 31(4), pages 599-616.
    3. Marcus, Jan, 2013. "The Effect of Unemployment on the Mental Health of Spouses – Evidence from plant closures in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 546-558.
    4. Michaud, Pierre-Carl & Crimmins, Eileen M. & Hurd, Michael D., 2016. "The effect of job loss on health: Evidence from biomarkers," Labour Economics, Elsevier, vol. 41(C), pages 194-203.
    5. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2015. "Losing Heart? The Effect of Job Displacement on Health," ILR Review, Cornell University, ILR School, vol. 68(4), pages 833-861, August.
    6. John Bound, 1991. "Self-Reported Versus Objective Measures of Health in Retirement Models," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 106-138.
    7. Jan Marcus, 2014. "Does Job Loss Make You Smoke and Gain Weight?," Economica, London School of Economics and Political Science, vol. 81(324), pages 626-648, October.
    8. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089, September.
    9. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    10. Schmitz, Hendrik, 2011. "Why are the unemployed in worse health? The causal effect of unemployment on health," Labour Economics, Elsevier, vol. 18(1), pages 71-78, January.
    11. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    12. Deb, Partha & Gallo, William T. & Ayyagari, Padmaja & Fletcher, Jason M. & Sindelar, Jody L., 2011. "The effect of job loss on overweight and drinking," Journal of Health Economics, Elsevier, vol. 30(2), pages 317-327, March.
    13. Kuhn, Andreas & Lalive, Rafael & Zweimüller, Josef, 2009. "The public health costs of job loss," Journal of Health Economics, Elsevier, vol. 28(6), pages 1099-1115, December.
    14. Salm, M., 2009. "Does job loss cause ill health?," Other publications TiSEM 314436db-9957-4912-ba47-9, Tilburg University, School of Economics and Management.
    15. Marcus Eliason & Donald Storrie, 2009. "Does Job Loss Shorten Life?," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    16. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
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    More about this item

    Keywords

    Job loss; Plant closure; Collective layoff; Drug prescriptions; Administrative data;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

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