ArticleHuman resources for health2021
Increasing doctors working in specific rural regions through selection from and training in the same region: national evidence from Australia.
Article in Human resources for health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 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
28 citing papers in PubMed.
- Rural Clinical Training for Australian Medical Students: A Scoping Review of Rural Workforce Outcomes.The Australian journal of rural health · 2026Article
- Factors contributing to 25-year-long retention of South Australian general practitioners in rural practice: a cross-sectional survey.BMC health services research · 2026Article
- If you build it who will come? Widening access through a place-based Rural Training Stream to address local medical workforce shortages.BMC medical education · 2026Article
- Where do our students go? A blueprint for quantifying the local retention effect and its reach by tracking the career paths of medical students.GMS journal for medical education · 2026Article
- Position paper on the existing selection procedure in Germany for the degree program human medicine - interim evaluation after four years. Position paper of the student selection (ASA) in the DACH Association for Medical Education (GMA).GMS journal for medical education · 2026Article
- Facilitators, barriers, and priorities for enhancing primary care recruitment and retention in Saskatchewan, Canada.BMC primary care · 2025Article
- 'I Hadn't Ever Really Thought It Was Something That I Could Do': Rural Background Medical Graduates' Pathways to Medicine.The Australian journal of rural health · 2025Article
- Mature-Aged People in the Rural Health Workforce System: A Systems Modelling Approach.The Australian journal of rural health · 2025Article
- Determinants of rural practice among a cohort of dental professionals in Australia.BMC medical education · 2025Article
- Article
- Building a rural medical workforce: the foundations of a place-based approach to program evaluation.Frontiers in medicine · 2025Article
- Place-based rural health professional pre-registration education programs: a scoping review.Frontiers in medicine · 2025Review
- Improving rural doctors' professional competence: effectiveness analysis of China's village doctors policy.Frontiers in public health · 2025Article
- Support from start to finish-a collaborative primary medical program in rural Victoria, Australia.Frontiers in medicine · 2025Review
- Better Together? A Mediation Analysis of French General Practitioners' Performance in Multi Professional Group Practice.Health services insights · 2025Article
- Turnover intention and continuing professional development of rural doctors from targeted admission medical education program in China: a cross-sectional study in the post-COVID-19 era.BMC primary care · 2024Article
- Exploring strategies, programs, and influencing factors for integrating social accountability into undergraduate medical education: a scoping review.BMC medical education · 2024Article
- Attitudes to Short-Term Staffing and Workforce Priorities of Community Users of Remote Aboriginal Community-Controlled Health Services: A Qualitative Study.International journal of environmental research and public health · 2024Article
- Study supports for rural mature-aged university health students: a Stakian multicase study.BMC medical education · 2024Article
- Exploring Current Practices, Needs, and Barriers for Expanding Distributed Medical Education and Scholarship in Psychiatry: Protocol for an Environmental Scan Using a Formal Information Search Approach and Explanatory Design.JMIR research protocols · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background'Grow your own' strategies are considered important for developing rural workforce capacity. They involve selecting health students from specific rural regions and training them for extended periods in the same regions, to improve local retention. However, most research about these strategies is limited to single institution studies that lack granularity as to whether the specific regions of origin, training and work are related. This national study aims to explore whether doctors working in specific rural regions also entered medicine from that region and/or trained in the same region, compared with those without these connections to the region. A secondary aim is to explore these associations with duration of rural training.
methodsUtilising a cross-sectional survey of Australian doctors in 2017 (n = 6627), rural region of work was defined as the doctor's main work location geocoded to one of 42 rural regions. This was matched to both (1) Rural region of undergraduate training (< 12 weeks, 3-12 months, > 1 university year) and (2) Rural region of childhood origin (6+ years), to test association with returning to work in communities of the same rural region.
resultsMultinomial logistic regression, which adjusted for specialty, career stage and gender, showed those with > 1 year (RRR 5.2, 4.0-6.9) and 3-12 month rural training (RRR 1.4, 1.1-1.9) were more likely to work in the same rural region compared with < 12 week rural training. Those selected from a specific region and having > 1-year rural training there related to 17.4 times increased chance of working in the same rural region compared with < 12 week rural training and metropolitan origin.
conclusionThis study provides the first national-scale empirical evidence supporting that 'grow your own' may be a key workforce capacity building strategy. It supports underserviced rural areas selecting and training more doctors, which may be preferable over policies that select from or train doctors in 'any' rural location. Longer training in the same region enhances these outcomes. Reorienting medical training to selecting and training in specific rural regions where doctors are needed is likely to be an efficient means to correcting healthcare access inequalities.
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.