ArticleHuman resources for health2019
Needs-based planning for the oral health workforce - development and application of a simulation model.
Article in Human resources for health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Methods for health workforce projection model: systematic review and recommended good practice reporting guideline.Human resources for health · 2024Guideline
- Approaches and Components of Health Workforce Planning Models: A Systematic Review.Iranian journal of medical sciences · 2023Pooled it
- Public Dental Workforce Capacity and Inequality in Spain.International dental journal · 2026Article
- Application of the WHO Workload Indicators of Staffing Need (WISN) method to estimate workforce requirements in Italian Local Health Unit Prevention Departments.BMC health services research · 2026Article
- Oral Health Trends and Challenges in North and West Africa: A Systematic Review of Cross-Sectional Studies.Healthcare (Basel, Switzerland) · 2026Review
- Restorative dentistry workforce in Saudi Arabia: national profile and provincial disparities.BMC oral health · 2025Article
- The value-for money of preventing and managing periodontitis: Opportunities and challenges.Periodontology 2000 · 2025Review
- Modelling the health labour market outlook in Kenya: Supply, needs and investment requirements for health workers, 2021-2035.PLOS global public health · 2025Article
- How to ensure an appropriate oral health workforce? Modelling future scenarios for the Netherlands.Human resources for health · 2024Article
- 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
- Imbalances in the oral health workforce: a Canadian population-based study.BMC health services research · 2024Observational
- Development, Objectives and Operation of Return-of-Service Bursary Schemes as an Investment to Build Health Workforce Capacity in South Africa: A Multi-Methods Study.Healthcare (Basel, Switzerland) · 2023Review
- Oral Health in America: Implications for dental practice.Journal of the American Dental Association (1939) · 2022Review
- Operationalizing integrated needs-based workforce planning at Nova Scotia Health in response to the COVID-19 pandemic.Healthcare management forum · 2022Article
- Estimating the Prevalence of Mental and Substance Use Disorders: A Systematic Approach to Triangulating Available Data to Inform Health Systems Planning.Canadian journal of psychiatry. Revue canadienne de psychiatrie · 2022Article
- Workforce Planning Models for Oral Health Care: A Scoping Review.JDR clinical and translational research · 2022Article
- Are return-of-service bursaries an effective investment to build health workforce capacity? A qualitative study of key South African policymakers.PLOS global public health · 2022Article
- Needs-led human resource planning for Sierra Leone in support of oral health.Human resources for health · 2021Article
- Planning the Future Oral Health Workforce: A Rapid Review of Supply, Demand and Need Models, Data Sources and Skill Mix Considerations.International journal of environmental research and public health · 2021Review
- Advancing the Population Needs-Based Health Workforce Planning Methodology: A Simulation Tool for Country Application.International journal of environmental research and public health · 2021Article
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Authors and funding
5 authors.
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Abstract
backgroundThe World Health Organization's global strategy on human resources for health includes an objective to align investment in human resources for health with the current and future needs of the population. Although oral health is a key indicator of overall health and wellbeing, and oral diseases are the most common noncommunicable diseases affecting half the world's population, oral health workforce planning efforts have been limited to simplistic target dentist-population or constant services-population ratios which do not account for levels of and changes in population need. Against this backdrop, our aim was to develop and operationalise an oral health needs-based workforce planning simulation tool.
methodsUsing a conceptual framework put forward in the literature, we aimed to build the model in Microsoft Excel and apply it in a hypothetical context to demonstrate its operability. The model incorporates a provider supply component and a provider requirement component, enabling a comparison of the current and future supply of and requirement for oral health workers. Publicly available data, including the Special Eurobarometer 330 Oral Health Survey, were used to populate the model. Assumptions were made where data were not publicly available and key assumptions were tested in scenario analyses.
resultsWe have systematically developed a needs-based workforce planning model for the oral health workforce and applied the model in a hypothetical context over a 30-year time span. In the 2017 baseline scenario, the model produced a full-time equivalent (FTE) provider requirement figure of 899 dentists compared with an FTE provider supply figure of 1985. In the scenario analyses, the FTE provider requirement figure ranged from 1123 to 1629 illustrating the extent of the impact of changing parameter values.
conclusionsIn response to policy makers' recognition of the pressing need to better plan human resources for health and the scarcity of work in this area for dentistry, we have demonstrated the feasibility of producing a workable, practical and useful needs-based workforce planning simulation tool for the oral health workforce. In doing so, we have highlighted the challenges faced in accessing timely and relevant data needed to populate such models and ensure the reliability of model outputs.
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