Evidence map›Paper›PMID 42608945›Full record

ArticleThe Australian journal of rural health2026

Rural Clinical Training for Australian Medical Students: A Scoping Review of Rural Workforce Outcomes.

Heath Pillen, Debra Jones, Justin Gladman, Lucie Walters, Rowena Ivers, Stuart Lane, Annemarie Hennessy, Xiang-Yu Hou

Abstract readScoping Review
In one paragraph

Article in The Australian journal of rural health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Heath PillenBroken Hill University Department of Rural Health, Faculty of Medicine and Health, The University of Sydney, Broken Hill, Australia.ORCID 0000-0002-0406-9406
Debra JonesBroken Hill University Department of Rural Health, Faculty of Medicine and Health, The University of Sydney, Broken Hill, Australia.ORCID 0000-0003-3014-3849
Justin GladmanAdelaide University Rural Health, Adelaide University, Adelaide, Australia.ORCID 0009-0007-9951-7745
Lucie WaltersAdelaide University Rural Health, Adelaide University, Adelaide, Australia.ORCID 0000-0002-1322-1895
Rowena IversGraduate School of Medicine, Faculty of Science, Medicine & Health, University of Wollongong, Wollongong, Australia.ORCID 0000-0001-7847-9734
Stuart LaneFaculty of Medicine and Health, The University of Sydney, Sydney, Australia.ORCID 0000-0001-8650-5509
Annemarie HennessyFaculty of Medicine and Health, The University of Sydney, Sydney, Australia.ORCID 0000-0002-5975-2843
Xiang-Yu HouBroken Hill University Department of Rural Health, Faculty of Medicine and Health, The University of Sydney, Broken Hill, Australia.ORCID 0000-0002-2015-3579

Funding

Australian Government Department of Health through the Rural Health Multidisciplinary Training (RHMT) Program
6 · The paper itself

Abstract

introductionFollowing evidence that participation in rural clinical training during medical school is associated with later rural work, there is a growing literature comparing the effectiveness of different approaches to training.

objectiveTo map literature examining the effectiveness of rural clinical training for graduates of Australian medical schools, accounting for differences in training design.

designA scoping review was conducted using literature searches performed across five academic databases from January 1, 2000 to January 12, 2026, selecting literature reporting on outcomes related to rural practice intent, internship preferencing or acceptance, and practice location at any point following participation in rural training during medical school.

findingsA total of 413 unique records were screened, with 43 satisfying the inclusion criteria. Most studies examined outcomes of practice location spanning postgraduate years 1-17 (n = 33), with a smaller number examining internship preferencing and/or location (n = 10), rural practice intent (n = 6) and choice of rural vocational training (n = 1). Studies examined the effects of training duration, remoteness of placements, timing and use of longitudinal integrated clerkships (LICs) or other pedagogical approaches. DISCUSSION: Existing literature has focused on duration-related effects, consistently identifying that rural training of ≥ 1 year duration is associated with positive rural workforce outcomes in a dose-dependent manner, and established evidence for the effectiveness of rural LICs, particularly when combined with additional rural training.

conclusionThere are opportunities to extend from existing literature to establish the effectiveness of core design elements within longer-duration rural training and LICs within more remote contexts, accounting for interaction with contextual variables.

Indexed as

Professional Practice LocationRural Health ServicesStudents, MedicalAustraliaCareer ChoiceHumansmedical educationrural health academic centresrural health education and trainingrural health workforce developmentrural internship

Identifiers

PMID42608945
PMCPMC13482001

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.