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Exploring the labor market consequences of psychiatric disorders: An event study approach

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  • Henri Salokangas

    (Turku School of Economics, University of Turku FI-20014, Finland)

Abstract

Vast literature documents a negative association between mental disorders and labor market performance but it is challenging to find a research design that could provide an reliable estimate for an effect. This paper provides new evidence on the immediate labor market consequences following the first psychiatric admission using the event study framework. To reduce selection bias, I exploit variation in the timing of the first psychiatric admission to estimate the effect of the first psychiatric treatment on labor market performance. Using Finnish administrative data, I find that the first psychiatric admission leads to loss in earned income of about €1700 (10%). However, but to a large extent the empirical analyses demonstrate decreasing pre-trends in labor market outcomes before the event year, thus signaling problems related to endogeneity. Anxiety disorders provide a notable exception by exhibiting pre-event labor market trajectories for which parallel trends assumption cannot be ruled out. This study provides evidence that research designs that use timing variation in the first health may produce very modest pre-trends also in relationships typically considered endogenous.

Suggested Citation

  • Henri Salokangas, 2021. "Exploring the labor market consequences of psychiatric disorders: An event study approach," Discussion Papers 148, Aboa Centre for Economics.
  • Handle: RePEc:tkk:dpaper:dp148
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    References listed on IDEAS

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    1. Souvik Banerjee & Pinka Chatterji & Kajal Lahiri, 2017. "Effects of Psychiatric Disorders on Labor Market Outcomes: A Latent Variable Approach Using Multiple Clinical Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 184-205, February.
    2. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090.
    3. Itzik Fadlon & Torben Heien Nielsen, 2019. "Family Health Behaviors," American Economic Review, American Economic Association, vol. 109(9), pages 3162-3191, September.
    4. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    5. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    6. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2008. "Using Selection on Observed Variables to Assess Bias from Unobservables When Evaluating Swan-Ganz Catheterization," American Economic Review, American Economic Association, vol. 98(2), pages 345-350, May.
    7. Jeon, Sung-Hee & Pohl, R. Vincent, 2017. "Health and work in the family: Evidence from spouses’ cancer diagnoses," Journal of Health Economics, Elsevier, vol. 52(C), pages 1-18.
    8. Sung‐Hee Jeon, 2017. "The Long‐Term Effects of Cancer on Employment and Earnings," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 671-684, May.
    9. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    10. Itzik Fadlon & Torben Heien Nielsen, 2015. "Family Labor Supply Responses to Severe Health Shocks," NBER Working Papers 21352, National Bureau of Economic Research, Inc.
    11. Paraponaris, Alain & Teyssier, Luis Sagaon & Ventelou, Bruno, 2010. "Job tenure and self-reported workplace discrimination for cancer survivors 2 years after diagnosis: Does employment legislation matter?," Health Policy, Elsevier, vol. 98(2-3), pages 144-155, December.
    12. Susan L. Ettner & Richard G. Frank & Ronald C. Kessler, 1997. "The Impact of Psychiatric Disorders on Labor Market Outcomes," NBER Working Papers 5989, National Bureau of Economic Research, Inc.
    13. Bartel, Ann & Taubman, Paul, 1979. "Health and Labor Market Success: The Role of Various Diseases," The Review of Economics and Statistics, MIT Press, vol. 61(1), pages 1-8, February.
    14. Druedahl, Jeppe & Martinello, Alessandro, 2016. "Long-Run Saving Dynamics: Evidence from Unexpected Inheritances," Working Papers 2016:7, Lund University, Department of Economics, revised 08 May 2018.
    15. Smith, James Patrick & Smith, Gillian C., 2010. "Long-term economic costs of psychological problems during childhood," Social Science & Medicine, Elsevier, vol. 71(1), pages 110-115, July.
    16. Carlos Dobkin & Amy Finkelstein & Raymond Kluender & Matthew J. Notowidigdo, 2018. "The Economic Consequences of Hospital Admissions," American Economic Review, American Economic Association, vol. 108(2), pages 308-352, February.
    17. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090, October.
    18. Brian Bell & Anna Bindler & Stephen Machin, 2018. "Crime Scars: Recessions and the Making of Career Criminals," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 392-404, July.
    19. Gathmann, Christina & Huttunen, Kristiina & Jernström, Laura & Sääksvuori, Lauri & Stitzing, Robin, 2020. "In Sickness and in Health: Job Displacement and Health Spillovers in Couples," IZA Discussion Papers 13329, Institute of Labor Economics (IZA).
    20. Greve, Jane & Nielsen, Louise Herrup, 2013. "Useful beautiful minds—An analysis of the relationship between schizophrenia and employment," Journal of Health Economics, Elsevier, vol. 32(6), pages 1066-1076.
    21. Richard Layard, 2013. "Mental health: the new frontier for labour economics," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-16, December.
    22. Andrew Goodman-Bacon, 2018. "Public Insurance and Mortality: Evidence from Medicaid Implementation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 216-262.
    23. Paul Frijters & David W. Johnston & Michael A. Shields, 2014. "The Effect Of Mental Health On Employment: Evidence From Australian Panel Data," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1058-1071, September.
    24. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    25. Mousteri, Victoria & Daly, Michael & Delaney, Liam & Tynelius, Per & Rasmussen, Finn, 2019. "Adolescent mental health and unemployment over the lifespan: Population evidence from Sweden," Social Science & Medicine, Elsevier, vol. 222(C), pages 305-314.
    26. Vaalavuo, Maria, 2021. "The unequal impact of ill health: Earnings, employment, and mental health among breast cancer survivors in Finland," Labour Economics, Elsevier, vol. 69(C).
    27. Maclean, Johanna Catherine, 2013. "The health effects of leaving school in a bad economy," Journal of Health Economics, Elsevier, vol. 32(5), pages 951-964.
    28. Pilar García-Gómez & Hans van Kippersluis & Owen O’Donnell & Eddy van Doorslaer, 2013. "Long-Term and Spillover Effects of Health Shocks on Employment and Income," Journal of Human Resources, University of Wisconsin Press, vol. 48(4), pages 873-909.
    29. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
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    More about this item

    Keywords

    Mental disorders; Employment; Wage differentials;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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