IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v121y2014icp98-108.html
   My bibliography  Save this article

Do employment protection policies reduce the relative disadvantage in the labour market experienced by unhealthy people? A natural experiment created by the Great Recession in Europe

Author

Listed:
  • Reeves, Aaron
  • Karanikolos, Marina
  • Mackenbach, Johan
  • McKee, Martin
  • Stuckler, David

Abstract

Unhealthy persons are more likely to lose their jobs than those who are healthy but whether this is affected by recession is unclear. We asked how healthy and unhealthy persons fared in labour markets during Europe's 2008–2010 recessions and whether national differences in employment protection helped mitigate any relative disadvantage experienced by those in poor health. Two retrospective cohorts of persons employed at baseline were constructed from the European Statistics of Income and Living Conditions in 26 EU countries. The first comprised individuals followed between 2006 and 2008, n = 46,085 (pre-recession) and the second between 2008 and 2010, n = 85,786 (during recession). We used multi-level (individual- and country-fixed effects) logistic regression models to assess the relationship (overall and disaggregated by gender) between recessions, unemployment, and health status, as well as any modifying effect of OECD employment protection indices measuring the strength of policies against dismissal and redundancy. Those with chronic illnesses and health limitations were disproportionately affected by the recession, respectively with a 1.5- and 2.5-fold greater risk of unemployment than healthy people during 2008–2010. During severe recessions (>7% fall in GDP), employment protections did not mitigate the risk of job loss (OR = 1.06, 95% CI: 0.94–1.21). However, in countries experiencing milder recessions (<7% fall in GDP), each additional unit of employment protection reduced job loss risk (OR = 0.72, 95% CI: 0.58–0.90). Before the recession, women with severe health limitations especially benefited, with additional reductions of 22% for each unit of employment protection (AORfemale = 0.78, 95% CI: 0.62–0.97), such that at high levels the difference in the risk of job loss between healthy and unhealthy women disappeared. Employment protection policies may counteract labour market inequalities between healthy and unhealthy people, but additional programmes are likely needed to protect vulnerable groups during severe recessions.

Suggested Citation

  • Reeves, Aaron & Karanikolos, Marina & Mackenbach, Johan & McKee, Martin & Stuckler, David, 2014. "Do employment protection policies reduce the relative disadvantage in the labour market experienced by unhealthy people? A natural experiment created by the Great Recession in Europe," Social Science & Medicine, Elsevier, vol. 121(C), pages 98-108.
  • Handle: RePEc:eee:socmed:v:121:y:2014:i:c:p:98-108
    DOI: 10.1016/j.socscimed.2014.09.034
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953614006017
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2014.09.034?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Bell, David & Heitmueller, Axel, 2009. "The Disability Discrimination Act in the UK: Helping or hindering employment among the disabled?," Journal of Health Economics, Elsevier, vol. 28(2), pages 465-480, March.
    3. Daron Acemoglu & Joshua D. Angrist, 2001. "Consequences of Employment Protection? The Case of the Americans with Disabilities Act," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 915-957, October.
    4. Reeves, Aaron & McKee, Martin & Basu, Sanjay & Stuckler, David, 2014. "The political economy of austerity and healthcare: Cross-national analysis of expenditure changes in 27 European nations 1995–2011," Health Policy, Elsevier, vol. 115(1), pages 1-8.
    5. Thomas DeLeire, 2000. "The Wage and Employment Effects of the Americans with Disabilities Act," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 693-715.
    6. Melanie K. Jones & Paul L. Latreille & Peter J. Sloane, 2006. "Disability, gender, and the British labour market," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 407-449, July.
    7. 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.
    8. Carol Woodhams & Susan Corby, 2007. "Then and Now: Disability Legislation and Employers' Practices in the UK," British Journal of Industrial Relations, London School of Economics, vol. 45(3), pages 556-580, September.
    9. Garcy, Anthony M. & Vågerö, Denny, 2012. "The length of unemployment predicts mortality, differently in men and women, and by cause of death: A six year mortality follow-up of the Swedish 1992–1996 recession," Social Science & Medicine, Elsevier, vol. 74(12), pages 1911-1920.
    10. Wadsworth, M.E.J & Montgomery, S.M & Bartley, M.J, 1999. "The persisting effect of unemployment on health and social well-being in men early in working life," Social Science & Medicine, Elsevier, vol. 48(10), pages 1491-1499, May.
    11. Christine Jolls & J.J. Prescott, 2004. "Disaggregating Employment Protection: The Case of Disability Discrimination," NBER Working Papers 10740, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Asya Bellia, 2021. "How do different policy combinations affect the labour market attachment of disabled individuals? A review of the literatur," Discussion Papers 2021/283, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    2. Daniel Holman & Alan Walker, 2018. "Social Quality and Health: Examining Individual and Neighbourhood Contextual Effects Using a Multilevel Modelling Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 245-270, July.
    3. Mussida, Chiara & Sciulli, Dario, 2023. "The evolution of income distribution and disability in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 29-38.
    4. Bryan, Mark & Bryce, Andrew & Rice, Nigel & Roberts, Jennifer & Sechel, Cristina, 2022. "Exploring mental health disability gaps in the labour market: the UK experience during COVID-19," Labour Economics, Elsevier, vol. 78(C).
    5. Anastasia Vlachou & Panayiota Stavroussi & Olga Roka & Evdokia Vasilou & Dimitra Papadimitriou & Chiara Scaratti & Asel Kadyrbaeva & Klemens Fheodoroff & Valentina Brecelj & Olga Svestkova & Beata Tob, 2018. "Policy Guidelines for Effective Inclusion and Reintegration of People with Chronic Diseases in the Workplace: National and European Perspectives," IJERPH, MDPI, vol. 15(3), pages 1-19, March.
    6. Tøge, Anne Grete & Blekesaune, Morten, 2015. "Unemployment transitions and self-rated health in Europe: A longitudinal analysis of EU-SILC from 2008 to 2011," Social Science & Medicine, Elsevier, vol. 143(C), pages 171-178.
    7. Simonetti, Irene & Belloni, Michele & Farina, Elena & Zantomio, Francesca, 2022. "Labour market institutions and long term adjustments to health shocks: Evidence from Italian administrative records," Labour Economics, Elsevier, vol. 79(C).
    8. Bjørnshagen, Vegar, 2021. "The mark of mental health problems. A field experiment on hiring discrimination before and during COVID-19," Social Science & Medicine, Elsevier, vol. 283(C).
    9. Fiori, Francesca & Rinesi, Francesca & Spizzichino, Daniele & Di Giorgio, Ginevra, 2016. "Employment insecurity and mental health during the economic recession: An analysis of the young adult labour force in Italy," Social Science & Medicine, Elsevier, vol. 153(C), pages 90-98.
    10. Miller, Michael & Toffolutti, Veronica & Reeves, Aaron, 2018. "The enduring influence of institutions on universal health coverage: An empirical investigation of 62 former colonies," World Development, Elsevier, vol. 111(C), pages 270-287.
    11. Melanie Jones & Kim Hoque & Victoria Wass & Nick Bacon, 2021. "Inequality and the Economic Cycle: Disabled Employees’ Experience of Work during the Great Recession in Britain," British Journal of Industrial Relations, London School of Economics, vol. 59(3), pages 788-815, September.
    12. Maroto, Michelle Lee & Pettinicchio, David & Lukk, Martin, 2021. "Working Differently or Not at All: COVID-19’s Effects on Employment among People with Disabilities and Chronic Health Conditions," SocArXiv yjfse, Center for Open Science.

    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. Melanie K. Jones, 2009. "The Employment Effect of the Disability Discrimination Act: Evidence from the Health Survey for England," LABOUR, CEIS, vol. 23(2), pages 349-369, June.
    2. Melanie K. Jones & Jonathan Jones, 2008. "The Labour Market Impact Of The Uk Disability Discrimination Act: Evidence From The Repeal Of The Small Firm Exemption," Bulletin of Economic Research, Wiley Blackwell, vol. 60(3), pages 289-306, July.
    3. Wuellrich, Jean-Philippe, 2010. "The effects of increasing financial incentives for firms to promote employment of disabled workers," Economics Letters, Elsevier, vol. 107(2), pages 173-176, May.
    4. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    5. Melanie Jones, 2016. "Disability and labor market outcomes," IZA World of Labor, Institute of Labor Economics (IZA), pages 253-253, April.
    6. Stéphane Gregoir & Tristan‐Pierre Maury, 2013. "The Impact Of Social Housing On The Labour Market Status Of The Disabled," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1124-1138, September.
    7. Vall Castello, Judit, 2012. "Promoting employment of disabled women in Spain; Evaluating a policy," Labour Economics, Elsevier, vol. 19(1), pages 82-91.
    8. Zweimüller, Josef & Lalive, Rafael & Wuellrich, Jean-Philippe, 2009. "Do Financial Incentives for Firms Promote Employment of Disabled Workers? A Regression Discontinuity Approach," CEPR Discussion Papers 7373, C.E.P.R. Discussion Papers.
    9. Bell, David & Heitmueller, Axel, 2009. "The Disability Discrimination Act in the UK: Helping or hindering employment among the disabled?," Journal of Health Economics, Elsevier, vol. 28(2), pages 465-480, March.
    10. Simonetta Longhi & Cheti Nicoletti & Lucinda Platt, 2012. "Interpreting Wage Gaps of Disabled Men: The Roles of Productivity and of Discrimination," Southern Economic Journal, John Wiley & Sons, vol. 78(3), pages 931-953, January.
    11. Michael Palmer & Jenny Williams, 2020. "Are Employment Protection Laws for Disabled People Effective in a Developing Country?," Economics Discussion / Working Papers 20-22, The University of Western Australia, Department of Economics.
    12. Braakmann, Nils, 2008. "Wirkungen der Beschäftigungspflicht schwerbehinderter Arbeitnehmer : Erkenntnisse aus der Einführung des "Gesetzes zur Bekämpfung der Arbeitslosigkeit Schwerbehinderter" (Effects of the obli," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(1), pages 9-24.
    13. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche & Yann Videau, 2019. "An evaluation of the 1987 French Disabled Workers Act: better paying than hiring," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(4), pages 597-610, June.
    14. Ian Burn, 2018. "Not All Laws are Created Equal: Legal Differences in State Non-Discrimination Laws and the Impact of LGBT Employment Protections," Journal of Labor Research, Springer, vol. 39(4), pages 462-497, December.
    15. Chung Choe, 2013. "Determinants of Labor Market Outcomes of Disabled Men Before and After the Americans with Disabilities Act of 1990," Korean Economic Review, Korean Economic Association, vol. 29, pages 211-233.
    16. Kim, Soojin & Rhee, Serena, 2018. "Measuring the effects of employment protection policies: Theory and evidence from the Americans with Disabilities Act," Labour Economics, Elsevier, vol. 54(C), pages 116-134.
    17. Lindeboom, Maarten & Llena-Nozal, Ana & van der Klaauw, Bas, 2016. "Health shocks, disability and work," Labour Economics, Elsevier, vol. 43(C), pages 186-200.
    18. Yanqin Fan & Carlos A. Manzanares, 2017. "Partial identification of average treatment effects on the treated through difference-in-differences," Econometric Reviews, Taylor & Francis Journals, vol. 36(6-9), pages 1057-1080, October.
    19. Joaquín Mayorga, 2019. "The labour effect of a Disability Act. Longitudinal evidence from Chile," Working Papers wp478, University of Chile, Department of Economics.
    20. Joanna Lahey, 2008. "State Age Protection Laws and the Age Discrimination in Employment Act," Journal of Law and Economics, University of Chicago Press, vol. 51(3), pages 433-460, August.

    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:eee:socmed:v:121:y:2014:i:c:p:98-108. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.