IDEAS home Printed from https://ideas.repec.org/p/mib/wpaper/567.html

The effect of job quality on health of older workers in Europe

Author

Listed:
  • Silvia Matalone
  • Michele Belloni
  • Ludovico Carrino
  • Elena Meschi

Abstract

This paper estimates the causal effect of job quality on the physical and mental health of older European workers. We combine longitudinal data from the Survey of Health, Ageing and Retirement in Europe (SHARE) with occupation- and country-level job-quality measures from the European Working Conditions Survey (EWCS) for 14 European countries. To address endogenous occupational sorting, we focus on workers who remain within the same 3-digit ISCO occupation across waves, and estimate individual fixed-effects models that exploit exogenous within-occupation changes in working conditions over time. We find that deteriorations in job quality significantly worsen health outcomes. In particular, higher work intensity, poorer working time quality, and weaker job prospects reduce mental health and selected physical health outcomes. Pronounced gender heterogeneity emerges: women’s mental health is more sensitive to changes in work intensity and working time quality, while men’s health is more consistently affected by job discretion, including cardiovascular risk. Institutional context further moderates these effects, with smaller health penalties in countries with stronger healthcare capacity, stricter employment protection, and more comprehensive occupational health and safety regulation. Overall, the findings highlight the role of labour market conditions as causal determinants of health and the importance of integrated policy responses in ageing societies.

Suggested Citation

  • Silvia Matalone & Michele Belloni & Ludovico Carrino & Elena Meschi, 2026. "The effect of job quality on health of older workers in Europe," Working Papers 567, University of Milano-Bicocca, Department of Economics.
  • Handle: RePEc:mib:wpaper:567
    as

    Download full text from publisher

    File URL: http://repec.dems.unimib.it/repec/pdf/mibwpaper567.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Elena Cottini & Claudio Lucifora, 2013. "Mental Health and Working Conditions in Europe," ILR Review, Cornell University, ILR School, vol. 66(4), pages 958-988, July.
    2. Suari-Andreu, Eduard & Schwartz, Tim & van Lent, Max & Knoef, Marike, 2022. "Job Insecurity and Health: Evidence from Older European Workers," IZA Discussion Papers 15735, IZA Network @ LISER.
    3. Laudicella, Mauro & Siciliani, Luigi & Cookson, Richard, 2012. "Waiting times and socioeconomic status: Evidence from England," Social Science & Medicine, Elsevier, vol. 74(9), pages 1331-1341.
    4. Angelo d’Errico & Chiara Ardito & Roberto Leombruni & Fulvio Ricceri & Giuseppe Costa & Carlotta Sacerdote & Anna Odone, 2022. "Working Conditions and Health Among Italian Ageing Workers," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(3), pages 1043-1067, August.
    5. Fjolla Kondirolli & Naveen Sunder, 2022. "Mental health effects of education," Health Economics, John Wiley & Sons, Ltd., vol. 31(S2), pages 22-39, October.
    6. Dursun Peksen & Robert G. Blanton, 2017. "The impact of ILO conventions on worker rights: Are empty promises worse than no promises?," The Review of International Organizations, Springer, vol. 12(1), pages 75-94, March.
    7. Anika Reichert & Rowena Jacobs, 2018. "The impact of waiting time on patient outcomes: Evidence from early intervention in psychosis services in England," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1772-1787, November.
    8. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    9. Silvana Robone & Andrew Jones & Nigel Rice, 2011. "Contractual conditions, working conditions and their impact on health and well-being," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 429-444, October.
    10. Emanuele Arcà & Francesco Principe & Eddy Van Doorslaer, 2020. "Death by austerity? The impact of cost containment on avoidable mortality in Italy," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1500-1516, December.
    11. 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.
    12. Bracke, Piet & Delaruelle, Katrijn & Dereuddre, Rozemarijn & Van de Velde, Sarah, 2020. "Depression in women and men, cumulative disadvantage and gender inequality in 29 European countries," Social Science & Medicine, Elsevier, vol. 267(C).
    13. Lee, Sang-Yi & Kim, Chul-Woung & Kang, Jeong-Hee & Seo, Nam-Kyu, 2015. "Unmet healthcare needs depending on employment status," Health Policy, Elsevier, vol. 119(7), pages 899-906.
    14. Di Novi, Cinzia & Paruolo, Paolo & Verzillo, Stefano, 2023. "Does labour protection influence mental-health responses to employment shocks? Evidence on older workers in Europe," Economic Modelling, Elsevier, vol. 126(C).
    15. Belloni, Michele & Carrino, Ludovico & Meschi, Elena, 2022. "The impact of working conditions on mental health: Novel evidence from the UK," Labour Economics, Elsevier, vol. 76(C).
    16. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    17. Bertoni, Marco & Cavapozzi, Danilo & Pasini, Giacomo & Pavese, Caterina, 2025. "The causal effect of working from home on mental health of 50+ Europeans," The Journal of the Economics of Ageing, Elsevier, vol. 31(C).
    18. Chiara Ardito & Roberto Leombruni & David Blane & Angelo d’Errico, 2020. "To Work or Not to Work? The Effect of Higher Pension Age on Cardiovascular Health," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(3), pages 399-434, July.
    19. Lugova, Alexandra & Belloni, Michele & Legendre, Bérangère & Tanguy, Jeremy, 2025. "Working longer, feeling worse? How job quality shapes the mental health toll of delayed retirement," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202502, University of Turin.
    20. Cottini Elena & Ghinetti Paolo, 2017. "Is it the Way You Live or the Job You Have? Health Effects of Lifestyles and Working Conditions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(3), pages 1-20, July.
    21. Michele Belloni & Elena Meschi & Giacomo Pasini, 2016. "The Effect on Mental Health of Retiring During the Economic Crisis," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 126-140, November.
    22. Jason M. Fletcher & Jody L. Sindelar & Shintaro Yamaguchi, 2011. "Cumulative effects of job characteristics on health," Health Economics, John Wiley & Sons, Ltd., vol. 20(5), pages 553-570, May.
    23. Bastian Ravesteijn & Hans van Kippersluis & Eddy van Doorslaer, 2018. "The wear and tear on health: What is the role of occupation?," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 69-86, February.
    24. Moscone, F. & Tosetti, E. & Vittadini, G., 2016. "The impact of precarious employment on mental health: The case of Italy," Social Science & Medicine, Elsevier, vol. 158(C), pages 86-95.
    25. Giorgio Brunello & Maria Paola & Lorenzo Rocco, 2025. "Pension reforms, longer working horizons, and absence from work," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-26, March.
    26. Moscelli, Giuseppe & Siciliani, Luigi & Tonei, Valentina, 2016. "Do waiting times affect health outcomes? Evidence from coronary bypass," Social Science & Medicine, Elsevier, vol. 161(C), pages 151-159.
    27. Coe, Norma B. & Zamarro, Gema, 2011. "Retirement effects on health in Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 77-86, January.
    28. Golo Henseke, 2018. "Good jobs, good pay, better health? The effects of job quality on health among older European workers," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(1), pages 59-73, January.
    29. repec:wly:hlthec:v:25:y:2016:i::p:126-140 is not listed on IDEAS
    30. Bertoni, Marco & Brunello, Giorgio & Da Re, Filippo, 2023. "Pension reforms, longer working horizons and depression. Does the risk of automation matter?," Labour Economics, Elsevier, vol. 85(C).
    31. Siverskog, Jonathan & Henriksson, Martin, 2022. "The health cost of reducing hospital bed capacity," Social Science & Medicine, Elsevier, vol. 313(C).
    32. Wagstaff, Adam & van Doorslaer, Eddy, 2000. "Chapter 34 Equity in health care finance and delivery," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 34, pages 1803-1862, Elsevier.
    33. Tito Boeri & Giulia Giupponi & Alan B. Krueger & Stephen Machin, 2020. "Solo Self-Employment and Alternative Work Arrangements: A Cross-Country Perspective on the Changing Composition of Jobs," Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 170-195, Winter.
    34. Nicolas Lepage-Saucier & Etienne Wasmer, 2016. "Does Employment Protection Raise Stress? A Cross-Country and Cross-Province Analysis," Journal of Human Capital, University of Chicago Press, vol. 10(1), pages 33-66.
    35. Anne Case & Angus S. Deaton, 2005. "Broken Down by Work and Sex: How Our Health Declines," NBER Chapters, in: Analyses in the Economics of Aging, pages 185-212, National Bureau of Economic Research, Inc.
    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. Belloni, Michele & Carrino, Ludovico & Meschi, Elena, 2022. "The impact of working conditions on mental health: Novel evidence from the UK," Labour Economics, Elsevier, vol. 76(C).
    2. Eric Defebvre, 2016. "Harder, better, faster... yet stronger? Working conditions and self-declaration of chronic diseases," TEPP Working Paper 2016-07, TEPP.
    3. Evgeniy Zazdravnykh & Tatiana Rodionova & Elena Taraskina & Farida Garipova, 2023. "The effects of occupational hazards and health-related behavior on workers’ health: A multivariate probit approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 71, pages 76-98.
    4. Éric Defebvre, 2018. "Harder, better, faster … Yet stronger? Working conditions and self‐declaration of chronic diseases," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 59-76, March.
    5. Lugova, Alexandra & Belloni, Michele & Legendre, Bérangère & Tanguy, Jeremy, 2025. "Working longer, feeling worse? How job quality shapes the mental health toll of delayed retirement," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202502, University of Turin.
    6. Bertoni, Marco & Brunello, Giorgio & Da Re, Filippo, 2023. "Pension reforms, longer working horizons and depression. Does the risk of automation matter?," Labour Economics, Elsevier, vol. 85(C).
    7. 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.
    8. Ludovico Carrino & Karen Glaser & Mauricio Avendano, 2020. "Later retirement, job strain, and health: Evidence from the new State Pension age in the United Kingdom," Health Economics, John Wiley & Sons, Ltd., vol. 29(8), pages 891-912, August.
    9. Ana Lucia Abeliansky & Holger Strulik, 2023. "Health and aging before and after retirement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2825-2855, October.
    10. repec:dau:papers:123456789/12483 is not listed on IDEAS
    11. Sylvie Blasco & Julie Rochu & Benedicte Rouland, 2024. "Impact of work intensity and autonomy on well-being," French Stata Users' Group Meetings 2024 01, Stata Users Group.
    12. Elena Cottini & Paolo Ghinetti, 2020. "Health Effects of Risky Lifestyles and Adverse Working Conditions: Are Older Individuals More Penalized?," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 973-1003, December.
    13. Manuel Serrano‐Alarcón & Chiara Ardito & Roberto Leombruni & Alexander Kentikelenis & Angelo d’Errico & Anna Odone & Giuseppe Costa & David Stuckler & IWGRH, 2023. "Health and labor market effects of an unanticipated rise in retirement age. Evidence from the 2012 Italian pension reform," Health Economics, John Wiley & Sons, Ltd., vol. 32(12), pages 2745-2767, December.
    14. Carrino, Ludovico & Glaser, Karen & Avendano, Mauricio, 2018. "Later Pension, Poorer Health? Evidence from the New State Pension Age in the UK," MPRA Paper 87575, University Library of Munich, Germany.
    15. Bassanini, Andrea & Caroli, Eve, 2014. "Is Work Bad for Health? The Role of Constraint vs Choice," IZA Discussion Papers 7891, IZA Network @ LISER.
    16. Thomas Barnay & Éric Defebvre, 2023. "Work strains and disabilities in French workers: A career‐long retrospective study," LABOUR, CEIS, vol. 37(3), pages 385-408, September.
    17. Mattia Filomena & Matteo Picchio, 2023. "Retirement and health outcomes in a meta‐analytical framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1120-1155, September.
    18. Berlanda, Andrea & Lodigiani, Elisabetta & Tosetti, Elisa & Vittadini, Giorgio, 2024. "The impact of EU enlargement on immigrants’ mental health," Journal of Economic Behavior & Organization, Elsevier, vol. 225(C), pages 116-135.
    19. Strulik, Holger, 2022. "A health economic theory of occupational choice, aging, and longevity," Journal of Health Economics, Elsevier, vol. 82(C).
    20. Devillanova, Carlo & Raitano, Michele & Struffolino, Emanuela, 2019. "Longitudinal employment trajectories and health in middle life: Insights from linked administrative and survey data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40, pages 1375-1412.
    21. Pierre-Jean Messe & François-Charles Wolff, 2019. "Healthier when retiring earlier? Evidence from France," Applied Economics, Taylor & Francis Journals, vol. 51(47), pages 5122-5143, October.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy

    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:mib:wpaper:567. 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: Matteo Pelagatti (email available below). General contact details of provider: https://edirc.repec.org/data/dpmibit.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.