Methods and Tools Used to Estimate the Shortages of Medical Staff in European Countries-Scoping Review
- PMID: 36833641
- PMCID: PMC9957245
- DOI: 10.3390/ijerph20042945
Methods and Tools Used to Estimate the Shortages of Medical Staff in European Countries-Scoping Review
Abstract
Healthcare workforce (HWF) shortages are the biggest challenges today in healthcare systems. Therefore, it is crucial to forecast the future needs of HWFs in order to plan accordingly. The purpose of this study was to identify, map, and synthesize the tools, methods, and procedures for measuring medical staff deficits in Europe. We used the Arksey and O'Malley scoping review methodology. Based on predefined criteria, 38 publications that were retrieved from multiple scientific databases, hand-searched on the internet, from relevant organizations, and scanned from references were considered. They were published between 2002 and 2022. There were 25 empirical studies, 6 theoretical papers, 5 reports, 1 literature review, and 1 guidebook. The majority estimated or measured shortages of physicians (14/38) and nurses (7/38) or looked at HWF generally (10/38). Various methods were used, including projections, estimations, predictions, simulation models, and surveys, which used tools such as special computer software or customized indicators, i.e., the Workload Indicators of Staffing Need method. Researchers estimated HWF shortages at both national and regional levels. Such projections and estimations were often based on demand, supply, and/or need. These methods and tools are not always suited to the needs of a country or medical facility, which is why they need to be further developed and tested.
Keywords: estimation method; health workforce prediction; healthcare workforce; medical staff deficit; prediction tool; staff shortage.
Conflict of interest statement
The authors declare no conflict of interest.
Figures
Similar articles
-
Using workload measurement tools in diverse care contexts: the experience of staff in mental health and learning disability inpatient settings.J Psychiatr Ment Health Nurs. 2015 Dec;22(10):764-72. doi: 10.1111/jpm.12263. Epub 2015 Sep 10. J Psychiatr Ment Health Nurs. 2015. PMID: 26608674
-
Applying the workload indicators of staffing need (WISN) method in Namibia: challenges and implications for human resources for health policy.Hum Resour Health. 2013 Dec 10;11:64. doi: 10.1186/1478-4491-11-64. Hum Resour Health. 2013. PMID: 24325763 Free PMC article.
-
Projected health workforce requirements and shortage for addressing the disease burden in the WHO Africa Region, 2022-2030: a needs-based modelling study.BMJ Glob Health. 2024 Oct 22;7(Suppl 1):e015972. doi: 10.1136/bmjgh-2024-015972. BMJ Glob Health. 2024. PMID: 39438055 Free PMC article.
-
Health workforce capacity of intensive care units in the Eastern Mediterranean Region.PLoS One. 2023 Jun 16;18(6):e0286980. doi: 10.1371/journal.pone.0286980. eCollection 2023. PLoS One. 2023. PMID: 37327195 Free PMC article. Review.
-
Use of the WISN method to assess the health workforce requirements for the high-volume clinical biochemical laboratories.Hum Resour Health. 2022 Jan 28;19(Suppl 1):143. doi: 10.1186/s12960-021-00686-w. Hum Resour Health. 2022. PMID: 35090473 Free PMC article. Review.
Cited by
-
Analysis of the sample size used in clinical MRI studies.PLoS One. 2025 Mar 3;20(3):e0316611. doi: 10.1371/journal.pone.0316611. eCollection 2025. PLoS One. 2025. PMID: 40029860 Free PMC article.
-
Nurses job satisfaction identified by personal preferences and perceived saturation divergence: a comparative cross-sectional study in Czech hospitals between 2011 and 2021.BMC Nurs. 2023 Nov 10;22(1):422. doi: 10.1186/s12912-023-01586-1. BMC Nurs. 2023. PMID: 37950226 Free PMC article.
-
Workplace culture for forensic mental health services: a mixed methods descriptive study.BMC Health Serv Res. 2024 Nov 28;24(1):1498. doi: 10.1186/s12913-024-11779-2. BMC Health Serv Res. 2024. PMID: 39609791 Free PMC article.
-
The "flipped visit": an innovative method to improve medical student self-efficacy through a structured approach in clinic.BMC Med Educ. 2024 Oct 10;24(1):1118. doi: 10.1186/s12909-024-06122-6. BMC Med Educ. 2024. PMID: 39390543 Free PMC article.
-
Departing from standard practices: Strategic application of value engineering in the anatomy laboratory to enhance formaldehyde extraction using high-impact, low-cost, and low-maintenance solutions.Anat Sci Educ. 2025 Mar;18(3):241-253. doi: 10.1002/ase.2553. Epub 2025 Jan 20. Anat Sci Educ. 2025. PMID: 39831516 Free PMC article.
References
-
- WHO Regional Office for Europe . Health and Care Workforce in Europe: Time to Act. World Health Organization. Regional Office for Europe; Copenhagen, Denmark: 2022.
-
- Kuhlmann E., Batenburg R., Wismar M., Dussault G., Maier C.B., Glinos I.A., Azzopardi-Muscat N., Bond C., Burau V., Correia T., et al. A Call for Action to Establish a Research Agenda for Building a Future Health Workforce in Europe. Health Res. Policy Syst. 2018;16:52. doi: 10.1186/s12961-018-0333-x. - DOI - PMC - PubMed
-
- World Health Organization . Global Strategy on Human Resources for Health: Workforce 2030. World Health Organization; Geneva, Switzerland: 2016.
-
- World Health Organization . Working for Health and Growth: Investing in the Health Workforce—Report of the High-Level Commission on Health Employment and Economic Growth. World Health Organization; Geneva, Switzerland: 2016.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical