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Impact of unemployment on self-perceived health

Author

Listed:
  • Jérôme Ronchetti

    (Laboratoire de Recherche Magellan - UJML - Université Jean Moulin - Lyon 3 - Université de Lyon - Institut d'Administration des Entreprises (IAE) - Lyon)

  • Anthony Terriau

    (GAINS - Groupe d'Analyse des Itinéraires et des Niveaux Salariaux - UM - Le Mans Université)

Abstract

This article investigates the impact of unemployment on self-perceived health using the French Longitudinal Labour Force Survey over the period 2013–2016. We apply a difference-in-difference propensity score matching approach to identify the health effect of unemployment. By combining both methods, we minimise selection bias and remove unobserved individual fixed effects that are time-invariant as well as common period effects. In the French context, characterised by high and persistent unemployment and relatively long unemployment spells, we show that the experience of unemployment has no significant effect on self-perceived health. Moreover, we find no heterogenous effect by carrying out separate analyses by age, gender, marital status, education, occupation, employment contract, local unemployment rate, or past labour market history. Robustness checks, performed by testing alternative types of matching technology, different definitions of the unemployment experience, and other measures of health confirm our findings. Health selection and confounding factors appear to be important determinants of the cross-sectional association between unemployment and poor health.

Suggested Citation

  • Jérôme Ronchetti & Anthony Terriau, 2019. "Impact of unemployment on self-perceived health," Post-Print hal-03385387, HAL.
  • Handle: RePEc:hal:journl:hal-03385387
    DOI: 10.1007/s10198-019-01050-5
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    References listed on IDEAS

    as
    1. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
    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. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    4. Franks, Peter & Gold, Marthe R. & Fiscella, Kevin, 2003. "Sociodemographics, self-rated health, and mortality in the US," Social Science & Medicine, Elsevier, vol. 56(12), pages 2505-2514, June.
    5. Theodossiou, I., 1998. "The effects of low-pay and unemployment on psychological well-being: A logistic regression approach," Journal of Health Economics, Elsevier, vol. 17(1), pages 85-104, January.
    6. Gerdtham, Ulf-G. & Ruhm, Christopher J., 2006. "Deaths rise in good economic times: Evidence from the OECD," Economics & Human Biology, Elsevier, vol. 4(3), pages 298-316, December.
    7. Andrew M. Jones & Stefanie Schurer, 2011. "How does heterogeneity shape the socioeconomic gradient in health satisfaction?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 549-579, June.
    8. Sylvie Blasco & Thibault Brodaty, 2016. "Chômage et santé mentale en France," Économie et Statistique, Programme National Persée, vol. 486(1), pages 17-44.
    9. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    10. Doorslaer, Eddy van & Jones, Andrew M., 2003. "Inequalities in self-reported health: validation of a new approach to measurement," Journal of Health Economics, Elsevier, vol. 22(1), pages 61-87, January.
    11. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    12. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    13. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    14. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    15. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089, September.
    16. Haan, Peter & Myck, Michal, 2009. "Dynamics of health and labor market risks," Journal of Health Economics, Elsevier, vol. 28(6), pages 1116-1125, December.
    17. 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.
    18. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    19. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    20. Lee, Amanda J. & Crombie, Iain K. & Smith, William C. S. & Tunstall-Pedoe, Hugh D., 1991. "Cigarette smoking and employment status," Social Science & Medicine, Elsevier, vol. 33(11), pages 1309-1312, January.
    21. Éric Defebvre & Thomas Barnay, 2016. "L’influence de la santé mentale déclarée sur le maintien en emploi," Économie et Statistique, Programme National Persée, vol. 486(1), pages 45-78.
    22. Gebel, Michael & Voßemer, Jonas, 2014. "The impact of employment transitions on health in Germany. A difference-in-differences propensity score matching approach," Social Science & Medicine, Elsevier, vol. 108(C), pages 128-136.
    23. 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.
    24. Salm, M., 2009. "Does job loss cause ill health?," Other publications TiSEM 314436db-9957-4912-ba47-9, Tilburg University, School of Economics and Management.
    25. Linn, M.W. & Sandifer, R. & Stein, S., 1985. "Effects of unemployment on mental and physical health," American Journal of Public Health, American Public Health Association, vol. 75(5), pages 502-506.
    26. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
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    Cited by:

    1. Picchio, Matteo & Ubaldi, Michele, 2022. "Unemployment and Health: A Meta-Analysis," GLO Discussion Paper Series 1128, Global Labor Organization (GLO).
    2. Ronchetti, Jérôme & Terriau, Anthony, 2021. "Help me quit smoking but don't make me sick! The controversial effects of electronic cigarettes on tobacco smokers," Social Science & Medicine, Elsevier, vol. 274(C).
    3. Donatella Lanari & Giorgio d’Agostino & Luca Pieroni, 2022. "The unintended effects of increasing fixed-term employment on health," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 76(3), pages 17-28, July-Sept.

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    More about this item

    Keywords

    Unemployment; Self-perceived health; Panel data; Difference-in-differences; Propensity score matching;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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