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Unemployment and Mental Health: An Instrumental Variable Analysis Using Municipal-level Data for Finland for 2002–2019

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  • Saqib Amin

    (University of Oulu)

  • Marko Korhonen

    (University of Oulu)

  • Sanna Huikari

    (University of Oulu)

Abstract

We explore the effect of unemployment on mental health, using data from Finnish municipalities for the period 2002–2019. We measure mental illness using a mental morbidity index, as well as mental health care utilization and the use of antidepressants. There are significant differences across municipalities in Finland in both prevalence of mental health issues and illnesses, along with unemployment. Establishing a causal link between these two variables is challenging because of their reverse causality and joint determination. Using instrumental variable estimation, we establish a causal effect from unemployment to mental health. We present a strong connection between unemployment and mental health, especially for males between 25 and 64 years of age. Similar connection is not found among younger or older males, nor among females. Our findings are robust, since the results hold for various mental health measures. Our results reflect the possibility of differing mental health effects across the sources of unemployment.

Suggested Citation

  • Saqib Amin & Marko Korhonen & Sanna Huikari, 2023. "Unemployment and Mental Health: An Instrumental Variable Analysis Using Municipal-level Data for Finland for 2002–2019," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(3), pages 627-643, April.
  • Handle: RePEc:spr:soinre:v:166:y:2023:i:3:d:10.1007_s11205-023-03081-1
    DOI: 10.1007/s11205-023-03081-1
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    1. Matteo Picchio & Michele Ubaldi, 2022. "Unemployment And Health: A Meta-Analysis," Working Papers 467, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    2. 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.
    3. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 77-86, January.
    4. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    5. 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.
    6. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs [Sampling-based vs. Design-based Uncertainty in Regression Analysis]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    7. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    8. Eve Caroli & Mathilde Godard, 2016. "Does job insecurity deteriorate health?," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 131-147, February.
    9. Schaller, Jessamyn & Stevens, Ann Huff, 2015. "Short-run effects of job loss on health conditions, health insurance, and health care utilization," Journal of Health Economics, Elsevier, vol. 43(C), pages 190-203.
    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. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    12. Heikki Hiilamo, 2014. "Is Income Inequality ‘Toxic for Mental Health’? An Ecological Study on Municipal Level Risk Factors for Depression," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-8, March.
    13. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
    14. Reichert, Arndt & Tauchmann, Harald, 2011. "The Causal Impact of Fear of Unemployment on Psychological Health," Ruhr Economic Papers 266, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    15. José A. Tapia Granados, 2005. "Recessions and Mortality in Spain, 1980–1997," European Journal of Population, Springer;European Association for Population Studies, vol. 21(4), pages 393-422, December.
    16. Kamila Cygan‐Rehm & Daniel Kuehnle & Michael Oberfichtner, 2017. "Bounding the causal effect of unemployment on mental health: Nonparametric evidence from four countries," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1844-1861, December.
    17. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 617-650.
    18. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, August.
    19. Sanna Huikari & Marko Korhonen, 2016. "The Impact of Unemployment on Well-Being: Evidence from the Regional Level Suicide Data in Finland," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1103-1119, September.
    20. Taner Osman & Tom Kemeny, 2022. "Local job multipliers revisited," Journal of Regional Science, Wiley Blackwell, vol. 62(1), pages 150-170, January.
    21. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    22. Laliotis, Ioannis & Stavropoulou, Charitini, 2018. "Crises and mortality: Does the level of unemployment matter?," Social Science & Medicine, Elsevier, vol. 214(C), pages 99-109.
    23. Allison Milner & Andrew Page & Anthony D LaMontagne, 2013. "Long-Term Unemployment and Suicide: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-6, January.
    24. Eric D. Gould & Bruce A. Weinberg & David B. Mustard, 2002. "Crime Rates And Local Labor Market Opportunities In The United States: 1979-1997," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 45-61, February.
    25. 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.
    26. Anna Öster & Jonas Agell, 2007. "Crime and Unemployment in Turbulent Times," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 752-775, June.
    27. Ruhm, Christopher J., 2015. "Recessions, healthy no more?," Journal of Health Economics, Elsevier, vol. 42(C), pages 17-28.
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