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Long-term health conditions and UK labour market outcomes during the COVID-19 pandemic

Author

Listed:
  • Edward J D Webb
  • Philip G Conaghan
  • Max Henderson
  • Claire Hulme
  • Sarah R Kingsbury
  • Theresa Munyombwe
  • Robert West
  • Adam Martin

Abstract

Background: Long-term health conditions can affect labour market outcomes. COVID-19 may have increased labour market inequalities, e.g. due to restricted opportunities for clinically vulnerable people. Evaluating COVID-19’s impact could help target support. Aim: To quantify the effect of several long-term conditions on UK labour market outcomes during the COVID-19 pandemic and compare them to pre-pandemic outcomes. Methods: The Understanding Society COVID-19 survey collected responses from around 20,000 UK residents in nine waves from April 2020-September 2021. Participants employed in January/February 2020 with a variety of long-term conditions were matched with people without the condition but with similar baseline characteristics. Models estimated probability of employment, hours worked and earnings. We compared these results with results from a two-year pre-pandemic period. We also modelled probability of furlough and home-working frequency during COVID-19. Results: Most conditions (asthma, arthritis, emotional/nervous/psychiatric problems, vascular/pulmonary/liver conditions, epilepsy) were associated with reduced employment probability and/or hours worked during COVID-19, but not pre-pandemic. Furlough was more likely for people with pulmonary conditions. People with arthritis and cancer were slower to return to in-person working. Few effects were seen for earnings. Conclusion: COVID-19 had a disproportionate impact on people with long-term conditions’ labour market outcomes.

Suggested Citation

  • Edward J D Webb & Philip G Conaghan & Max Henderson & Claire Hulme & Sarah R Kingsbury & Theresa Munyombwe & Robert West & Adam Martin, 2024. "Long-term health conditions and UK labour market outcomes during the COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-23, May.
  • Handle: RePEc:plo:pone00:0302746
    DOI: 10.1371/journal.pone.0302746
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    References listed on IDEAS

    as
    1. 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.
    2. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2022. "Work that can be done from home: evidence on variation within and across occupations and industries," Labour Economics, Elsevier, vol. 74(C).
    3. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    4. Melanie K. Jones, 2008. "Disability and the labour market: a review of the empirical evidence," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(5), pages 405-424, September.
    5. David Madden, 2004. "Labour market discrimination on the basis of health: an application to UK data," Applied Economics, Taylor & Francis Journals, vol. 36(5), pages 421-442.
    6. Eugenio Zucchelli & Andrew M. Jones & Nigel Rice & Anthony Harris, 2010. "The Effects of Health Shocks on labour Market Exits: Evidence from the HILDA Survey," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 13(2), pages 191-218.
    7. Gottlieb, Charles & Grobovšek, Jan & Poschke, Markus & Saltiel, Fernando, 2021. "Working from home in developing countries," European Economic Review, Elsevier, vol. 133(C).
    8. Knut Røed, 1997. "Hysteresis in Unemployment," Journal of Economic Surveys, Wiley Blackwell, vol. 11(4), pages 389-418, December.
    9. Engelbert Stockhammer & Simon Sturn, 2012. "The impact of monetary policy on unemployment hysteresis," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2743-2756, July.
    10. Rajah, Nasir & Webb, Edward J.D. & Hulme, Claire & Kingsbury, Sarah R. & West, Robert & Martin, Adam, 2023. "How does arthritis affect employment? Longitudinal evidence on 18,000 British adults with arthritis compared to matched controls," Social Science & Medicine, Elsevier, vol. 321(C).
    11. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    12. Jones, Melanie K., 2006. "Is there employment discrimination against the disabled?," Economics Letters, Elsevier, vol. 92(1), pages 32-37, July.
    13. Elizabeth Stratton & Amit Lampit & Isabella Choi & Rafael A Calvo & Samuel B Harvey & Nicholas Glozier, 2017. "Effectiveness of eHealth interventions for reducing mental health conditions in employees: A systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-23, December.
    14. Melanie K. Jones, 2008. "Disability and the labour market: a review of the empirical evidence," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(5), pages 405-424, September.
    15. Ho, Daniel & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2011. "MatchIt: Nonparametric Preprocessing for Parametric Causal Inference," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i08).
    Full references (including those not matched with items on IDEAS)

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