ArticleHuman resources for health2016
Simulating future supply of and requirements for human resources for health in high-income OECD countries.
Article in Human resources for health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
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- Projected health workforce requirements and shortage for addressing the disease burden in the WHO Africa Region, 2022-2030: a needs-based modelling study.BMJ global health · 2024Article
- From electronic health records to clinical management systems: how the digital transformation can support healthcare services.Clinical kidney journal · 2023Review
- The process of developing health workforce strategic plans in Africa: a document analysis.BMJ global health · 2022Article
- Is Physical Rehabilitation Need Associated With the Rehabilitation Workforce Supply? An Ecological Study Across 35 High-Income Countries.International journal of health policy and management · 2022Article
- Nurse Staffing Practices and Postoperative Atrial Fibrillation Among Cardiac Surgery Patients: A Multisite Cohort Study.CJC open · 2022Article
- Health Service Activity Standards and Standard Workloads for Primary Healthcare in Ghana: A Cross-Sectional Survey of Health Professionals.Healthcare (Basel, Switzerland) · 2021Article
- Nurse staffing practices and adverse events in acute care hospitals: The research protocol of a multisite patient-level longitudinal study.Journal of advanced nursing · 2021Article
- Advancing the Population Needs-Based Health Workforce Planning Methodology: A Simulation Tool for Country Application.International journal of environmental research and public health · 2021Article
- Health care workers and migrant health: Pre- and post-COVID-19 considerations for reviewing and expanding the research agenda.Journal of migration and health · 2021Article
- Associations of 4 Nurse Staffing Practices With Hospital Mortality.Medical care · 2020Article
- Workforce requirements for comprehensive ischaemic stroke care in a developing country: the case of Saudi Arabia.Human resources for health · 2019Article
- A dynamic, multi-professional, needs-based simulation model to inform human resources for health planning.Human resources for health · 2019Article
- Forecasting imbalances of human resources for health in the Thailand health service system: application of a health demand method.Human resources for health · 2019Article
- EULAR 'points to consider' for the conduction of workforce requirement studies in rheumatology.RMD open · 2018Article
- Article
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4 authors.
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Abstract
backgroundAs part of efforts to inform the development of a global human resources for health (HRH) strategy, a comprehensive methodology for estimating HRH supply and requirements was described in a companion paper. The purpose of this paper is to demonstrate the application of that methodology, using data publicly available online, to simulate the supply of and requirements for midwives, nurses, and physicians in the 32 high-income member countries of the Organisation for Economic Co-operation and Development (OECD) up to 2030.
methodsA model combining a stock-and-flow approach to simulate the future supply of each profession in each country-adjusted according to levels of HRH participation and activity-and a needs-based approach to simulate future HRH requirements was used. Most of the data to populate the model were obtained from the OECD's online indicator database. Other data were obtained from targeted internet searches and documents gathered as part of the companion paper.
resultsRelevant recent measures for each model parameter were found for at least one of the included countries. In total, 35% of the desired current data elements were found; assumed values were used for the other current data elements. Multiple scenarios were used to demonstrate the sensitivity of the simulations to different assumed future values of model parameters. Depending on the assumed future values of each model parameter, the simulated HRH gaps across the included countries could range from shortfalls of 74 000 midwives, 3.2 million nurses, and 1.2 million physicians to surpluses of 67 000 midwives, 2.9 million nurses, and 1.0 million physicians by 2030.
conclusionsDespite important gaps in the data publicly available online and the short time available to implement it, this paper demonstrates the basic feasibility of a more comprehensive, population needs-based approach to estimating HRH supply and requirements than most of those currently being used. HRH planners in individual countries, working with their respective stakeholder groups, would have more direct access to data on the relevant planning parameters and would thus be in an even better position to implement such an approach.
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