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Workload and short sickness absences in a cohort of Finnish hospital employees

Author

Listed:
  • Tero Kuusi

    (Etla Economic Research)

  • Martti Kulvik

    (Etla Economic Research
    Etlatieto Oy)

  • Mikko Härmä

    (The Finnish Institute of Occupational Health)

  • Annina Ropponen

    (The Finnish Institute of Occupational Health)

Abstract

This article used register data on day-to-day working hours of hospital employees combined with patient characteristics at work unit (wards) level to measure workload and its implications for short, self-certified sickness absences. We measured statistically the average nursing treatment burden of different patient mixes in hospital wards, and then analyzed the overall workload (intensity) of working days by comparing it to the actual available nursing workforce. We found that a significant part of the workload variation occurred between working days, and it was related to unexpected changes in the number of employees. In atypical situations a long work shift was associated with caring for patients with fewer resources. The high workload of a day increased the risk of short sickness absences along the following 3-week period. The results show that managing short-term workload variability should be a key aim from the perspective of well-being at work, and that combining different data sources can provide novel, important insights to the measurement of workload.

Suggested Citation

  • Tero Kuusi & Martti Kulvik & Mikko Härmä & Annina Ropponen, 2025. "Workload and short sickness absences in a cohort of Finnish hospital employees," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(2), pages 199-222, March.
  • Handle: RePEc:spr:eujhec:v:26:y:2025:i:2:d:10.1007_s10198-024-01698-8
    DOI: 10.1007/s10198-024-01698-8
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    References listed on IDEAS

    as
    1. Elena Grinza & François Rycx, 2020. "The Impact of Sickness Absenteeism on Firm Productivity: New Evidence from Belgian Matched Employer–Employee Panel Data," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 150-194, January.
    2. Helen Simpson, 2009. "Productivity In Public Services," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 250-276, April.
    3. Francette Koechlin & Luca Lorenzoni & Paul Schreyer, 2010. "Comparing Price Levels of Hospital Services Across Countries: Results of Pilot Study," OECD Health Working Papers 53, OECD Publishing.
    4. Steven Simoens & Mike Villeneuve & Jeremy Hurst, 2005. "Tackling Nurse Shortages in OECD Countries," OECD Health Working Papers 19, OECD Publishing.
    5. J S Boschman & A Noor & J K Sluiter & M Hagberg, 2017. "The mediating role of recovery opportunities on future sickness absence from a gender- and age-sensitive perspective," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-11, July.
    6. Nompilo Moyo & Martin Jones & Shaun Dennis & Karan Sharma & Richard Gray, 2022. "The Association between Nursing Skill Mix and Patient Outcomes in a Mental Health Setting: Protocol for an Observational Feasibility Study," IJERPH, MDPI, vol. 19(7), pages 1-10, April.
    7. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, March.
    8. Kauhanen, Antti & Kulvik, Martti & Kulvik, Silja & Maijanen, Sirpa & Martikainen, Olli & Ranta, Paula, 2013. "Resource allocation in health care processes: A case study," ETLA Working Papers 10, The Research Institute of the Finnish Economy.
    9. Chris Bojke & Adriana Castelli & Katja Grašič & Andrew Street, 2017. "Productivity Growth in the English National Health Service from 1998/1999 to 2013/2014," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 547-565, May.
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    More about this item

    Keywords

    Health care; Workload; Efficiency; Working time features; Occupational health;
    All these keywords.

    JEL classification:

    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • J45 - Labor and Demographic Economics - - Particular Labor Markets - - - Public Sector Labor Markets
    • M50 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - General

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