COVID-19 Pandemic Impact on Sickness Absences Among Healthcare Workers: A Cohort Study in a Spanish Hospital (2018-2023)
Main Article Content
Keywords
Sick leave; Health personnel; Hospital-based study; pandemics; Occupational Health; Occupational groups; Longitudinal study; Occupational cohort
Abstract
Background: Like other European systems, the Spanish national health system (NHS) is reaching a critical point. This article analyses sickness absence (SA) trends, as a direct indicator of this crisis, among healthcare workers (HCWs) in Spain, comparing the pre-pandemic, pandemic, and post-pandemic periods. Methods: This study was based on a retrospective cohort of HCWs (n=7.918) hired at Hospital del Mar in Barcelona for at least three months during 2018-2023. The primary outcome was incident SA episodes. Incidence rates (IR) per 1,000 persons-day and 95% confidence intervals (95% CI) were calculated by sex, period, and occupational variables. Longitudinal entropy regression models were estimated to identify the factors influencing the frequency of transitions between the different HCWs’ employment states (active or on SA). Results: Increasing trends in IR (95%CI) were observed, rising from 1.77 (1.71; 1.83) episodes of SA per 1,000 workers-day during the pre-pandemic period to 5.04 (4.93; 5.15) during the post-pandemic among women, and from 1.23 (1.14; 1.31) to 3.79 (3.64; 3.95), respectively, among men. Nurses, nurse aides, orderlies/technicians, workers under 30, and those in intensive care units and emergency rooms showed the highest IR during and after the pandemic, with longitudinal entropy analysis revealing increased state changes, primarily affecting these groups. Conclusions: This study demonstrates a significant rise in SA incidence among HCWs during and after the pandemic and identifies vulnerable groups with higher incidence. Several hypotheses, such as poor working conditions, burnout, and patient complexity, have been suggested to explain these results. Urgent interventions are needed to safeguard HCWs’ health, thus maintaining the sustainability and safety of the NHS.
References
2. Llop-Gironés A, Vračar A, Llop-Gironés G, et al. Employment and working conditions of nurses: where and how health inequalities have increased during the COVID-19 pandemic? Hum Resour Health. 2021;19(1):1–11.
3. Moreno Martínez M, Feijoo-Cid M, Fernández-Cano MI, Llorens-Serrano C, Navarro-Giné A. Psychosocial risk in healthcare workers after one year of COVID-19. Occup Med (Chic Ill). 2022;1–8.
4. Occupational health and safety risks in the healthcare sector – Guide to prevention and good practice | Safety and health at work EU-OSHA. Available from: https://osha.europa.eu/en/legislation/guidelines/occupational-health-and-safety-risks-healthcare-sector-guide-prevention-and-good-practice (accessed on 23 Dec 2024)
5. Tamminga SJ, Emal LM, Boschman JS, et al. Individual-level interventions for reducing occupational stress in healthcare workers. Cochrane Database Syst Rev. 2023;5(5):CD002892.
6. Pappa S, Ntella V, Giannakas T, Giannakoulis VG, Papoutsi E, Katsaounou P. Prevalence of depression, anxiety, and insomnia among healthcare workers during the COVID-19 pandemic: A systematic review and meta-analysis. Brain Behav Immun. 2020;88:901–7.
7. Schneider A, Weigl M. Associations between psychosocial work factors and provider mental well-being in emergency departments: A systematic review. PLoS One. 2018;13(6):e0197375.
8. Jacquier-Bret J, Gorce P. Prevalence of Body Area Work-Related Musculoskeletal Disorders among Healthcare Profes-sionals: A Systematic Review. Int J Environ Res Public Health. 2023;20(1):841.
9. Su Z, Cheshmehzangi A, McDonnell D, Šegalo S, Ahmad J, Bennett B. Gender inequality and health disparity amid COVID-19. Nurs Outlook. 2022;70(1):89-95.
10. López-Atanes M, Pijoán-Zubizarreta JI, González-Briceño JP, et al. Gender-Based Analysis of the Psychological Impact of the COVID-19 Pandemic on Healthcare Workers in Spain. Front Psychiatry. 2021;12:692215
11. Marmot M, Feeney A, Shipley M, North F, Syme SL. Sickness absence as a measure of health status and functioning: from the UK Whitehall II study. J Epidemiol Community Health. 1995;49(2):124-130.
12. Benavides FG, Benach J, Moncada S, Vahtera J, Kivimäki M. Working conditions and sickness absence: a complex rela-tion. J Epidemiol Community Health (1978). 2001;55(5):368–368.
13. Ministerio de Trabajo MYSS. Seguridad Social: Información Presupuestaria y Financiera. 2023. Available from: https://internationalbudget.org/sites/default/files/2024-05/spain-202405131333.pdf
14. Alexanderson K, Hensing G. More and better research needed on sickness absence. Scand J Public Health. 2004;32(5):321–3.
15. Gorman E, Yu S, Alamgir H. When healthcare workers get sick: exploring sickness absenteeism in British Columbia, Canada. Work. 2010;35(2):117–23.
16. Gabadinho A, Ritschard G, Müller NS, Studer M. Analyzing and Visualizing State Sequences in R with TraMineR. J Stat Softw. 2011;40(4):1–37.
17. Leineweber C, Marklund S, Gustafsson K, Helgesson M. Work environment risk factors for the duration of all cause and diagnose-specific sickness absence among healthcare workers in Sweden: a prospective study. Occup Environ Med. 2020;77(11):782–9.
18. Reme BA, Grøsland M, Gjefsen H, Magnusson K. Impact of the COVID-19 pandemic on sick leave among healthcare workers: a register-based observational study. Occup Environ Med. 2023;80(6):319–25.
19. Marklund S, Gustafsson K, Aronsson G, Leineweber C, Helgesson M. Working conditions and compensated sickness ab-sence among nurses and care assistants in Sweden during two decades: a cross-sectional biennial survey study. BMJ Open. 2019;9(11):30096.
20. Papazian L, Hraiech S, Loundou A, Herridge MS, Boyer L. High-level burnout in physicians and nurses working in adult ICUs: a systematic review and meta-analysis. Intensive Care Med. 2023;49(4):387–400.
21. Calvo-Bonacho E, Catalina-Romero C, Fernández-Labandera C, et al.. COVID-19 and Sick Leave: An Analysis of the Ibermutua Cohort of Over 1,651,305 Spanish Workers in the First Trimester of 2020. Front Public Health. 2020;8:580546.
22. Van Der Plaat DA, Edge R, Coggon D, et al. Impact of COVID-19 pandemic on sickness absence for mental ill health in National Health Service staff. BMJ Open. 2021;11(11):e054533.
23. de Vries N, Boone A, Godderis L, et al. The Race to Retain Healthcare Workers: A Systematic Review on Factors that Im-pact Retention of Nurses and Physicians in Hospitals. Inquiry. 2023;60.
24. Arcas MM, Delclos GL, Torá-Rocamora I, Martínez JM, Benavides FG. Gender differences in the duration of non-work-related sickness absence episodes due to musculoskeletal disorders. J Epidemiol Community Health (1978). 2016;70(11):1065–73.
25. Casini A, Godin I, Clays E, Kittel F. Gender difference in sickness absence from work: a multiple mediation analysis of psychosocial factors. Eur J Public Health. 2013;23(4):635–42.
26. Timp S, van Foreest N, Roelen C. Gender differences in long term sickness absence. BMC Public Health. 2024;24(1):1–9.
27. Magnusson C, Shahbazian R, Kjellsson S. Does higher education make women sicker? A study of the gender gap in sickness absence within educational groups. PLoS One. 2024;19(6):e0303852.
28. Matilla-Santander N, González-Marrón A, Martín-Sánchez JC, Lidón-Moyano C, Cartanyà-Hueso À, Martínez-Sánchez JM. Precarious employment and health-related outcomes in the European Union: a cross-sectional study. Crit Public Health. 2020;30(4):429–40.
29. Oke A, Braithwaite P, Antai D. Sickness Absence and Precarious Employment: A Comparative Cross-National Study of Denmark, Finland, Sweden, and Norway. Int J Occup Environ Med. 2016;7(3):125–47.
30. Salas-Nicás S, Moncada S, Llorens C, Navarro A. Working conditions and health in Spain during the COVID-19 pandemic: Minding the gap. Safety Science. 2021;134, 105064.
31. Lozano-Sánchez A, Aragonès E, López-Jiménez T, et al. Temporal trends and social inequities in adolescent and young adult mental health disorders in Catalonia, Spain: a 2008-2022 primary care cohort study. Child Adolesc Psychiatry Ment Health. 2024;18(1):159.
32. Zamorano S, Sáez-Alonso M, González-Sanguino C, Muñoz M. Social Stigma Towards Mental Problems in Spain: A Systematic Review. Clinica y Salud 2023;34(1):23–34.
33. Gohar B, Larivière M, Lightfoot N, Wenghofer E, Larivière C, Nowrouzi-Kia B. Meta-analysis of nursing-related organiza-tional and psychosocial predictors of sickness absence. Occup Med (Chic Ill). 2020;70(8):593–601.
34. Li TM, Pien LC, Kao CC, Kubo T, Cheng WJ. Effects of work conditions and organisational strategies on nurses’ mental health during the COVID-19 pandemic. J Nurs Manag. 2022;30(1):71–8.
35. Lai J, Ma S, Wang Y, et al. Factors Associated With Mental Health Outcomes Among Health Care Workers Exposed to Coronavirus Disease 2019. JAMA Netw Open. 2020;3(3):e203976–e203976.
36. Lasalvia A, Amaddeo F, Porru S, et al. Levels of burn-out among healthcare workers during the COVID-19 pandemic and their associated factors: a cross-sectional study in a tertiary hospital of a highly burdened area of north-east Italy. BMJ Open. 2021;11(1).
37. Benavides FG, Utzet M, Serra C, et al. Salud y bienestar del personal sanitario: condiciones de empleo y de trabajo más allá de la pandemia. Informe SESPAS 2024. Gac Sanit. 2024;38.
38. Pujol-de Castro A, Valerio-Rao G, Vaquero-Cepeda P, Catalá-López F. Prevalencia del síndrome de burnout en médicos que trabajan en España: revisión sistemática y metaanálisis. Gac Sanit. 2024; 38.
39. Paris M, Hoge MA. Burnout in the mental health workforce: A review. Journal of Behavioral Health Services and Research. 2010;37(4):519–28.
40. Liu J, Gan Y, Jiang H, et al. Prevalence of workplace violence against healthcare workers: a systematic review and me-ta-analysis. Occup Environ Med. 2019;76(12):927–37.
41. Razai MS, Kooner P, Majeed A. Strategies and Interventions to Improve Healthcare Professionals’ Well-Being and Re-duce Burnout. J Prim Care Community Health. 2023;14.
42. Valiee S, Zarei Jelyani Z, Kia M, et al. Strategies for maintaining and strengthening the health care workers during epi-demics: a scoping review. Hum Resour Health. 2023;21(1):1–12.