IDEAS home Printed from https://ideas.repec.org/p/cpb/discus/425.html
   My bibliography  Save this paper

The causal effects of employment on mental health and criminality for disabled workers

Author

Listed:
  • Remco van Eijkel
  • Sander Gerritsen

    (Ministry of Economic Affairs and Climate Policy)

  • Klarita Sadiraj

    (SCP, The Netherlands Institute for Social Research)

  • Maroesjka Versantvoort

    (SCP, The Netherlands Institute for Social Research)

Abstract

In this paper, we study to what extent employment generates spillover effects on other life domains for persons with a work disability. We find that that paid work reduces the probability of using mental health care by 7 percentage points, engaging in criminal activity by 3 percentage points and using non-medical home care by 8 percentage points. Relative to the baseline prevalence in our sample of disabled persons, these effects range between 30 and 60 percent. Increasing labor participation of disabled workers thus generates beneficial effects on other important life domains like health and social behavior. This not only benefits disabled workers in the form of a higher quality of life and lower out-of-pocket payments on health care, but also society as a whole in the form of lower public expenditures on health care and crime. Our paper therefore contributes to a better understanding of the full benefits of activation policies targeted at disabled people.

Suggested Citation

  • Remco van Eijkel & Sander Gerritsen & Klarita Sadiraj & Maroesjka Versantvoort, 2021. "The causal effects of employment on mental health and criminality for disabled workers," CPB Discussion Paper 425, CPB Netherlands Bureau for Economic Policy Analysis.
  • Handle: RePEc:cpb:discus:425
    DOI: 10.34932/7krk-5w71
    as

    Download full text from publisher

    File URL: https://www.cpb.nl/sites/default/files/omnidownload/CPB-SCP-Discussion-Paper-425-The-causal-effects-of-employment-on-mental-health-and-criminality-for-disabled-workers.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.34932/7krk-5w71?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Raphael, Steven & Winter-Ember, Rudolf, 2001. "Identifying the Effect of Unemployment on Crime," Journal of Law and Economics, University of Chicago Press, vol. 44(1), pages 259-283, April.
    2. Andrew E. Clark, 2003. "Unemployment as a Social Norm: Psychological Evidence from Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 289-322, April.
    3. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    4. Thomas DeLeire, 2001. "Changes in Wage Discrimination against People with Disabilities: 1984-93," Journal of Human Resources, University of Wisconsin Press, vol. 36(1), pages 144-158.
    5. Martin Huber & Michael Lechner & Conny Wunsch, 2011. "Does leaving welfare improve health? Evidence for Germany," Health Economics, John Wiley & Sons, Ltd., vol. 20(4), pages 484-504, April.
    6. 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.
    7. 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.
    8. Bruno Crépon & Gerard J. van den Berg, 2016. "Active Labor Market Policies," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 521-546, October.
    9. 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.
    10. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
    11. Raphael, Steven & WINTER-EBMER, RUDOLF, 1998. "Identifying the Effect of Unemployment on Crime," University of California at San Diego, Economics Working Paper Series qt5hb4h56g, Department of Economics, UC San Diego.
    12. Marcus Eliason & Donald Storrie, 2009. "Does Job Loss Shorten Life?," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    13. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Christian Posso & Jorge Tamayo, 2021. "Job Loss, Credit, and Crime in Colombia," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 97-114, March.
    14. Peter Z. Schochet & John Burghardt & Sheena McConnell, 2008. "Does Job Corps Work? Impact Findings from the National Job Corps Study," American Economic Review, American Economic Association, vol. 98(5), pages 1864-1886, December.
    15. 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.
    16. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    17. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089, September.
    18. Martin Browning & Anne Moller Dano & Eskil Heinesen, 2006. "Job displacement and stress‐related health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1061-1075, October.
    19. repec:mpr:mprres:6097 is not listed on IDEAS
    20. Ming-Jen Lin, 2008. "Does Unemployment Increase Crime?: Evidence from U.S. Data 1974–2000," Journal of Human Resources, University of Wisconsin Press, vol. 43(2), pages 413-436.
    21. 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.
    22. Salm, M., 2009. "Does job loss cause ill health?," Other publications TiSEM 314436db-9957-4912-ba47-9, Tilburg University, School of Economics and Management.
    23. Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
    24. Marjorie Baldwin & William G. Johnson, 1994. "Labor Market Discrimination against Men with Disabilities," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 1-19.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Everding, Jakob & Marcus, Jan, 2020. "The effect of unemployment on the smoking behavior of couples," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 29(2), pages 154-170.
    2. Marcus, Jan, 2013. "The effect of unemployment on the mental health of spouses – Evidence from plant closures in Germany," Journal of Health Economics, Elsevier, vol. 32(3), pages 546-558.
    3. Jan Marcus;, 2012. "The effect of unemployment on the mental health of spouses - Evidence from plant closures in Germany," Health, Econometrics and Data Group (HEDG) Working Papers 12/17, HEDG, c/o Department of Economics, University of York.
    4. 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.
    5. Lindgren, Petter Y. & Presterud, Ane Ofstad, 2021. "Expanding the Norwegian Armed Forces in the Time of Corona: Benefit-Cost Analysis in the Context of High Unemployment Rate," MPRA Paper 106405, University Library of Munich, Germany.
    6. 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.
    7. 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.
    8. Bassanini, Andrea & Caroli, Eve, 2014. "Is work bad for health? The role of constraint vs choice," CEPREMAP Working Papers (Docweb) 1402, CEPREMAP.
    9. 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.
    10. Thomas Barnay, 2016. "Health, work and working conditions: a review of the European economic literature," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 693-709, July.
    11. Freise, Diana & Schmitz, Hendrik & Westphal, Matthias, 2022. "Late-career unemployment and cognitive abilities," Journal of Health Economics, Elsevier, vol. 86(C).
    12. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    13. Matthias Keese & Hendrik Schmitz, 2014. "Broke, Ill, and Obese: Is There an Effect of Household Debt on Health?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(3), pages 525-541, September.
    14. Pierre-Carl Michaud & Italo A. Gutierrez, 2015. "Employer downsizing and older workers’ health," CIRANO Working Papers 2015s-34, CIRANO.
    15. 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.
    16. 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.
    17. Johannes Stauder, 2019. "Unemployment, unemployment duration, and health: selection or causation?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(1), pages 59-73, February.
    18. repec:dau:papers:123456789/12483 is not listed on IDEAS
    19. Bloemen, Hans & Hochguertel, Stefan & Zweerink, Jochem, 2018. "Job loss, firm-level heterogeneity and mortality: Evidence from administrative data," Journal of Health Economics, Elsevier, vol. 59(C), pages 78-90.
    20. Nicholas A. Jolly, 2022. "The effects of job displacement on spousal health," Review of Economics of the Household, Springer, vol. 20(1), pages 123-152, March.
    21. Kleibrink, Jan, 2014. "Sick of your Job? – Negative Health Effects from Non-Optimal Employment," Ruhr Economic Papers 514, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

    More about this item

    JEL classification:

    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cpb:discus:425. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/cpbgvnl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.