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Impact of Long COVID on productivity and informal caregiving

Author

Listed:
  • Joseph Kwon

    (University of Oxford)

  • Ruairidh Milne

    (Wessex Institute, University of Southampton)

  • Clare Rayner

    (University of Leeds)

  • Román Rocha Lawrence
  • Jordan Mullard

    (University of Leeds
    University of Durham)

  • Ghazala Mir

    (University of Leeds)

  • Brendan Delaney

    (Imperial College London)

  • Manoj Sivan

    (University of Leeds)

  • Stavros Petrou

    (University of Oxford)

Abstract

Background Around 2 million people in the UK suffer from Long COVID (LC). Of concern is the disease impact on productivity and informal care burden. This study aimed to quantify and value productivity losses and informal care receipt in a sample of LC patients in the UK. Methods The target population comprised LC patients referred to LC specialist clinics. The questionnaires included a health economics questionnaire (HEQ) measuring productivity impacts, informal care receipt and service utilisation, EQ-5D-5L, C19-YRS LC condition-specific measure, and sociodemographic and COVID-19 history variables. Outcomes were changes from the incident infection resulting in LC to the month preceding the survey in paid work status/h, work income, work performance and informal care receipt. The human capital approach valued productivity losses; the proxy goods method valued caregiving hours. The values were extrapolated nationally using published prevalence data. Multilevel regressions, nested by region, estimated associations between the outcomes and patient characteristics. Results 366 patients responded to HEQ (mean LC duration 449.9 days). 51.7% reduced paid work hours relative to the pre-infection period. Mean monthly work income declined by 24.5%. The average aggregate value of productivity loss since incident infection was £10,929 (95% bootstrap confidence interval £8,844-£13,014) and £5.7 billion (£3.8-£7.6 billion) extrapolated nationally. The corresponding values for informal caregiving were £8,726 (£6,247-£11,204) and £4.8 billion (£2.6-£7.0 billion). Multivariate analyses found significant associations between each outcome and health utility and C19-YRS subscale scores. Conclusion LC significantly impacts productivity losses and provision of informal care, exacerbated by high national prevalence of LC.

Suggested Citation

  • Joseph Kwon & Ruairidh Milne & Clare Rayner & Román Rocha Lawrence & Jordan Mullard & Ghazala Mir & Brendan Delaney & Manoj Sivan & Stavros Petrou, 2024. "Impact of Long COVID on productivity and informal caregiving," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(7), pages 1095-1115, September.
  • Handle: RePEc:spr:eujhec:v:25:y:2024:i:7:d:10.1007_s10198-023-01653-z
    DOI: 10.1007/s10198-023-01653-z
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    References listed on IDEAS

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    1. Alessandra Cepparulo & Luisa Giuriato, 2022. "The residential healthcare for the elderly in Italy: some considerations for post-COVID-19 policies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 671-685, June.
    2. Caroline C. Kingdon & Erinna W. Bowman & Hayley Curran & Luis Nacul & Eliana M. Lacerda, 2018. "Functional Status and Well-Being in People with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Compared with People with Multiple Sclerosis and Healthy Controls," PharmacoEconomics - Open, Springer, vol. 2(4), pages 381-392, December.
    3. M. Cochrane & E. Mitchell & W. Hollingworth & E. Crawley & D. Trépel, 2021. "Cost-effectiveness of Interventions for Chronic Fatigue Syndrome or Myalgic Encephalomyelitis: A Systematic Review of Economic Evaluations," Applied Health Economics and Health Policy, Springer, vol. 19(4), pages 473-486, July.
    4. Nicola Magnavita & Gabriele Arnesano & Reparata Rosa Di Prinzio & Martina Gasbarri & Igor Meraglia & Marco Merella & Maria Eugenia Vacca, 2023. "Post-COVID Symptoms in Occupational Cohorts: Effects on Health and Work Ability," IJERPH, MDPI, vol. 20(9), pages 1-13, April.
    5. Briggs, Andrew & Sculpher, Mark & Claxton, Karl, 2006. "Decision Modelling for Health Economic Evaluation," OUP Catalogue, Oxford University Press, number 9780198526629.
    6. Marieke Krol & Werner Brouwer, 2014. "How to Estimate Productivity Costs in Economic Evaluations," PharmacoEconomics, Springer, vol. 32(4), pages 335-344, April.
    7. Drummond, Michael F. & Sculpher, Mark J. & Claxton, Karl & Stoddart, Greg L. & Torrance, George W., 2015. "Methods for the Economic Evaluation of Health Care Programmes," OUP Catalogue, Oxford University Press, edition 4, number 9780199665884.
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    More about this item

    Keywords

    Long COVID; Productivity; Informal caregiver burden; Health economic evaluation;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General

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