Evidence map›Paper›PMID 39424396›Full record

ArticleBMJ open2024

Evaluating the importance of rural internships to subsequent medical workforce distribution outcomes: an Australian cohort study.

Matthew R McGrail, Jordan Fox, Priya Martin

Abstract read
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Importance of Global Health Opportunities in Residency Selection Among Otolaryngology Applicants.World journal of otorhinolaryngology - head and neck surgery · 2026
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Matthew R McGrailThe University of Queensland, Rockhampton, Central Queensland, Australia m.mcgrail@uq.edu.au.ORCID 0000-0002-6901-8845
Jordan FoxThe University of Queensland, Rockhampton, Central Queensland, Australia.
Priya MartinThe University of Queensland, Toowoomba, Queensland, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate the importance of rural internships to observed medical workforce distribution outcomes up to 8 years post-medical school. DESIGN AND

settingCohort study of medical graduates of The University of Queensland (UQ), Australia.

participantsUQ graduates who were medical interns in Queensland's public health system between 2014 and 2021 and observed working in Australia in 2022. Internship location was defined as being metropolitan or rural, along with other key rural exposures of whether they are of rural origin (childhood) and whether at least 1 year of clinical training at medical school was in a rural location. PRIMARY OUTCOME MEASURE: Current work location was collected from the Australian Health Practitioner Regulation Agency (AHPRA) in 2022, classified as either rural or metropolitan and measured in association with their internship location.

resultsFrom 1930 eligible graduates, 21.5% took up a rural internship, which was associated with rural origin (OR 1.5, 95% CI 1.2 to 2.0) and medical school rural immersions of either 1 year (OR 2.8, 95% CI 2.1 to 3.7) or 2 years (OR 5.8, 95% CI 4.4 to 7.7). Completing a rural internship was associated with currently working rural (47% vs 14%, OR 4.6, 95% CI 3.5 to 5.9), which weakened the observed (adjusted) effect of rural origin (OR 1.5, 95% CI 1.2 to 2.0) or medical school rural immersions (1 year: OR 1.4, 95% CI 1.0 to 1.9; 2 years: OR 1.7, 95% CI 1.2 to 2.3). All combinations of the key rural exposures that included rural internship had the highest proportions currently working rurally (range 32-69%) compared with the combinations with a metropolitan internship (range 12-22%).

conclusionsInternship location appears to be a critical factor in shaping medical workforce distribution decisions. This evidence supports the need for strengthened and expanded rural training pathways after medical school. In particular, clearer pathways into specialty programmes via rural internships are likely to support increased numbers choosing (with confidence) to preference rural internship first and subsequently more working in rural areas long term.

Indexed as

Internship and ResidencyProfessional Practice LocationRural Health ServicesAdultAustraliaCareer ChoiceCohort StudiesFemaleHealth WorkforceHumansMaleQueenslandRural PopulationSchools, MedicalWorkforcehealth policyhealth workforcemedical education & training

Identifiers

PMID39424396
PMCPMC11492955

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Registered trials

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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.