ArticleBMC medical education2023
A comparative evaluation of quality and depth of learning by trainee doctors in regional, rural, and remote locations.
Article in BMC medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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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.
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Who cites it
2 citing papers in PubMed.
- Rural admission quota in Germany: students' attitudes, challenges and the need for support programmes.BMC medical education · 2026Article
- Analysis of District Residency Program in Surgical Specialties at a University Teaching Hospital.Advances in medical education and practice · 2026Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundAn equitable supply and distribution of medical practitioners for all the population is an important issue, especially in Australia where 28% of the population live in rural and remote areas. Research identified that training in rural/remote locations is a predictor for the uptake of rural practice, but training must provide comparable learning and clinical experiences, irrespective of location. Evidence shows GPs in rural and remote areas are more likely to be engaged in complex care. However, the quality of GP registrar education has not been systematically evaluated. This timely study evaluates GP registrar learning and clinical training experiences in regional, rural, and remote locations in Australia using assessment items and independent evaluation.
methodsThe research team retrospectively analysed GP trainee formative clinical assessment reports compiled by experienced medical educators during real-time patient consultations. Written reports were assessed using Bloom's taxonomy classified into low and high cognitive level thinking. Regional, rural, and remotely located trainees were compared using Pearson chi-squared test and Fisher's exact test (for 2 × 2 comparisons) to calculate associations between categorical proportions of learning setting and 'complexity'.
results1650 reports (57% regional, 15% rural and 29% remote) were analysed, revealing a statistically significant association between learner setting and complexity of clinical reasoning. Remote trainees were required to use a high level of clinical reasoning in managing a higher proportion of their patient visits. Remotely trained GPs managed significantly more cases with high clinical complexity and saw a higher proportion of chronic and complex cases and fewer simple cases.
conclusionsThis retrospective study showed GP trainees in all locations experienced comparable learning experiences and depth of training. However, learning in rural and remote locations had equal or more opportunities for seeing higher complexity patients and the necessity to apply greater levels of clinical reasoning to manage each case. This evidence supports learning in rural and remote locations is of a similar standard of learning as for regional trainees and in several areas required a superior level of thinking. Training needs to seriously consider utilising rural and remote clinical placements as exceptional locations for developing and honing medical expertise.
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