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Health Effects of Labor Market Policies: Evidence from Drug Prescriptions

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  • Caliendo, Marco

Abstract

Comprehensive evidence has shown that unemployment can have adverse effects on an individuals' mental and physical health condition. However little is known about the side effects of governmental policies that aim to promote the unemployed's reintegration into the labor market on the health status of participants. On the one hand, these interventions could have positive health effects if they increase the chances of finding new employment, however, on the other hand, they might also have unintended consequences as participation per se might be stressful. We analyze the consequences of two policies: 1) training programs that represent a group of supportive measures (carrots) and 2) sanctions as a very restrictive intervention (sticks) for on an in ow sample into unemployment in 2006/2007 and utilize a combination of Swedish administrative data on labor market and prescription drug records. We apply a dynamic difference-in-difference approach accounting for detailed information on socio-demographics, employment biographies and the individual prescription drug history to estimate the impact on three common types of health problems that can be assumed to show up and to be diagnosed quickly after a potential intervention: cardiovascular problems, mental health issues and infections. Our results show positive health effects for training programs, but no effect for sanctions.

Suggested Citation

  • Caliendo, Marco, 2019. "Health Effects of Labor Market Policies: Evidence from Drug Prescriptions," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203573, Verein für Socialpolitik / German Economic Association.
    • Handle: RePEc:zbw:vfsc19:203573
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    1. Gerard J. van den Berg & Bas van der Klaauw, 2006. "Counseling And Monitoring Of Unemployed Workers: Theory And Evidence From A Controlled Social Experiment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 895-936, August.
    2. García-Gómez, Pilar & Jones, Andrew M. & Rice, Nigel, 2010. "Health effects on labour market exits and entries," Labour Economics, Elsevier, vol. 17(1), pages 62-76, January.
    3. Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 2004. "Punitive Sanctions and the Transition Rate from Welfare to Work," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 211-241, January.
    4. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2014. "The Effectiveness of Public-Sponsored Training Revisited: The Importance of Data and Methodological Choices," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 837-897.
    5. Stewart, Jennifer M., 2001. "The impact of health status on the duration of unemployment spells and the implications for studies of the impact of unemployment on health status," Journal of Health Economics, Elsevier, vol. 20(5), pages 781-796, September.
    6. Patrick Arni & Rafael Lalive & Jan C. Van Ours, 2013. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(7), pages 1153-1178, November.
    7. Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-659, May.
    8. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    9. Fredriksson, Peter & Johansson, Per, 2008. "Dynamic Treatment Assignment," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 435-445.
    10. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    11. Gerard J Van Den Berg & Barbara Hofmann & Arne Uhlendorff, 2016. "The Role of Sickness in the Evaluation of Job Search Assistance and Sanctions," Working Papers 2016-17, Center for Research in Economics and Statistics.
    12. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
    13. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
    14. Carling, Kenneth & Richardson, Katarina, 2004. "The relative efficiency of labor market programs: Swedish experience from the 1990s," Labour Economics, Elsevier, vol. 11(3), pages 335-354, June.
    15. Arni, Patrick & van den Berg, Gerard J. & Lalive, Rafael, 2015. "Treatment versus Regime Effects of Carrots and Sticks," IZA Discussion Papers 9457, Institute of Labor Economics (IZA).
    16. Gerard J. Berg & Johan Vikström, 2014. "Monitoring Job Offer Decisions, Punishments, Exit to Work, and Job Quality," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(2), pages 284-334, April.
    17. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    18. Rafael Lalive & Jan C. van Ours & Josef Zweimüller, 2005. "The Effect Of Benefit Sanctions On The Duration Of Unemployment," Journal of the European Economic Association, MIT Press, vol. 3(6), pages 1386-1417, December.
    19. Ochsen, Carsten & Welsch, Heinz, 2012. "Who benefits from labor market institutions? Evidence from surveys of life satisfaction," Journal of Economic Psychology, Elsevier, vol. 33(1), pages 112-124.
    20. Crost, Benjamin, 2016. "Can workfare programs offset the negative effect of unemployment on subjective well-being?," Economics Letters, Elsevier, vol. 140(C), pages 42-47.
    21. Katarina Richardson & Gerard J. Berg, 2013. "Duration Dependence Versus Unobserved Heterogeneity In Treatment Effects: Swedish Labor Market Training And The Transition Rate To Employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(2), pages 325-351, March.
    22. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089, September.
    23. 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.
    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.
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    More about this item

    Keywords

    Unemployment; Active labor market policy; Health Effects;
    All these keywords.

    JEL classification:

    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health

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