SynthesisIranian journal of medical sciences2023
Approaches and Components of Health Workforce Planning Models: A Systematic Review.
Synthesis in Iranian journal of medical sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed.
- Activity-Based Algorithm for Translating Observed Outpatient Activity into Specialist Working-Hour Requirements Within Community Health Center Catchment Areas.Healthcare (Basel, Switzerland) · 2026Article
- The impact of civil war on medical training in Sudan after 2 years- a questionnaire-based survey.BMC medical education · 2026Article
- Healthcare Access Through Digital Coordination: A Nationwide Analysis of Obstetrics and Gynecology E-Referral Patterns in Saudi Arabia.Healthcare (Basel, Switzerland) · 2026Article
- Norms for scaling up small and sick newborn care: an overview of reviews.Journal of global health · 2025Review
- Forecasting the impact of Kazakhstan population growth on healthcare doctors demand.BMC health services research · 2025Article
- Strengthening Health Workforce in Georgia: Identifying Gaps and Integrating Evidence-Based Strategic Planning.The International journal of health planning and management · 2025Article
- Medical education in Poland: a descriptive analysis of legislative changes broadening the range of institutions eligible to conduct medical degree programmes.BMC medical education · 2025Article
- Rushed health workforce reform in South Korea: a Kingdon's multiple streams framework analysis of the 2024 medical school quota expansion.Frontiers in public health · 2025Article
- Health Workforce Planning: Designing a Specialty and Subspecialty Supply Model for Iran.Medical journal of the Islamic Republic of Iran · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: To date, there is still no uniformity in forecasting models for health workforce planning (HWFP). Different countries use various HWFP models, some of which are context-specific. The objective of this systematic review is to determine approaches and components of HWFP models. Methods: A systematic review of studies published in English and Persian between 2004 and 2021 was performed by searching PubMed Central, MEDLINE, Web of Science, Scopus, Eric, and Elmnet databases. Articles that assessed HWFP models, focused on health service delivery, used input-output models, and a clear formulation process were included. Articles that scored ≥20 points on the "strengthening the reporting of observational studies in epidemiology" checklist were considered of acceptable quality for inclusion. Results: Twenty articles were included for qualitative synthesis based on the inclusion and exclusion criteria. Most studies used the mixed method approach "supply and demand", whereas target- and needs-based approaches were used less frequently. The number of components used to estimate supply, demand, needs, and targets were 42, 32, 11, and 6, respectively. In addition, several unique factors used in the various HWFP models were identified. Conclusion: Different approaches are used in HWFP models, which is indicative of the lack of consensus on this topic. High diversity in the identified factors is related to the approach used and the context in which the model is applied.
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.