ReviewInternational journal of environmental research and public health2021
Planning the Future Oral Health Workforce: A Rapid Review of Supply, Demand and Need Models, Data Sources and Skill Mix Considerations.
Review in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 24 citations in OpenAlex.
- Public Dental Workforce Capacity and Inequality in Spain.International dental journal · 2026Article
- Dental Workforce Trends and Emerging Workforce Challenges: Perspectives from a 15-Year Longitudinal Analysis of the Israeli Experience (2008-2023).Healthcare (Basel, Switzerland) · 2026Article
- Prevention first - modelling evidence-based prevention with the dental team for children in England.British dental journal · 2026Article
- Bridging Gaps in Oral Health Frameworks: Mapping With Hodges' Health Career - Care Domains - Model.Journal of public health dentistry · 2026Review
- Knowledge user involvement is still uncommon in published rapid reviews-a meta-research cross-sectional study.Research synthesis methods · 2025Article
- Exploring Oral Health Promotion Among Mental Health Providers: An Integrative Review.International journal of mental health nursing · 2025Review
- How to ensure an appropriate oral health workforce? Modelling future scenarios for the Netherlands.Human resources for health · 2024Article
- Imbalances in the oral health workforce: a Canadian population-based study.BMC health services research · 2024Observational
- Article
- A scoping review exploring oral health inequalities in India: a call for action to reform policy, practice and research.International journal for equity in health · 2023Article
- The Future Health Workforce: Integrated Solutions and Models of Care.International journal of environmental research and public health · 2021Article
- [Participation of female dentists in the evolution of dental specialties. a cross-sectional study].Revista cientifica odontologica (Universidad Cientifica del Sur)Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Over the last decade, there has been a renewed interest in oral health workforce planning. The purpose of this review is to examine oral health workforce planning models on supply, demand and needs, mainly in respect to their data sources, modelling technique and use of skill mix. A limited search was carried out on PubMed and Web of Science for published scientific articles on oral health workforce planning models between 2010 to 2020. No restrictions were placed on the type of modelling philosophy, and all studies including supply, demand or needs based models were included. Rapid review methods guided the review process. Twenty-three studies from 15 countries were included in the review. A majority were from high-income countries (
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.