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Record W4408641402 · doi:10.22605/rrh9083

Utility of advanced training skills among GPs: a systematic review

2025· review· en· W4408641402 on OpenAlexaboutno aff
Hannah Mason, Seidu, Albert, David R. Anderson, Alele, McArthur, Hollins, Heggarty, Sen Gupta, Ron D. Hays, Malau-Aduli

Bibliographic record

VenueRural and Remote Health · 2025
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsGlobal Positioning SystemTraining (meteorology)Medical educationSystematic reviewMEDLINEMedicinePsychologyComputer scienceGeography

Abstract

fetched live from OpenAlex

INTRODUCTION: Advanced Skills Training (AST) is designed to provide GPs with an opportunity to enhance their clinical practice in a narrower speciality. This is valuable particularly for rural and remote communities that cannot justify narrower specialist services in the local community. ASTs require additional focused training, usually for 12 months, in a selected procedural or non-procedural skill such as anaesthetics, obstetrics, surgery, emergency medicine, paediatrics, adult internal medicine, mental health, Indigenous health or palliative care. Ideally, several practitioners with complementary AST experiences work together to provide a wider range of extended scope practice according to community need. However, experience so far suggests that this goal is not necessarily achieved. Thus, this systematic review aimed to assess the value and fitness for purpose of AST and ensure that it is meeting the growing demand for coordinated care in rural communities. This review addressed three questions: What is the effectiveness of AST programs in improving GPs' knowledge, attitudes and competence regarding rural clinical practice? How do stakeholders - including trainees, patients, management and the community - perceive the impact (value and fitness for purpose) of the AST program in rural clinical practice? To what extent are advanced skills training programs aligned with the needs of the community served? METHODS: This systematic review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. A comprehensive search strategy was implemented across six electronic databases (Medline Ovid, CINAHL, Emcare, Scopus, Web of Science and Informit) in December 2024. The quality of the studies was appraised using the Quality Assessment for Diverse Studies tool. Across all the reviewed articles, data on the effectiveness of AST, stakeholder perceptions of its value and extent of alignment of AST with community needs in rural clinical practice were extracted and synthesised using a data extraction template. RESULTS: Sixteen peer-reviewed articles met the inclusion criteria. Of these, 11 employed qualitative study designs (n=11, 68.8%) and five were quantitative (n=5, 31.3%). The majority were conducted in Canada (n=5, 31.3%) and Australia (n=5, 31.3%), followed by the US (n=4, 25.0%) and England (n=2, 12.5%). The findings revealed that the definition and scope of AST varied across the literature. Some defined it as advanced training that involves 12 months full-time equivalent in an accredited training post while others defined it as 'tracks', certificates, extended fellowships, residency programs or placements. Across the literature, participants noted improvements in their knowledge, attitudes and competence regarding their clinical practice. The value and fitness for purpose of the AST program was demonstrated by registrars' continued use of skills after AST training, soft skills development and community engagement opportunities, and rural workforce retention. The challenges reported for those undertaking AST programs were barriers to inclusion on remote visits (eg transportation space, training space), time efficiency and management, workload fluctuation, gaps between training and use of skills, peer acknowledgement, and differences between the hospital settings in which training occurred and the rural contexts in which the skills would be applied. CONCLUSION: Overall, this review provided evidence on the utility of AST for GPs. Despite the value of AST in GP clinical practice, some bottlenecks may be limiting its effectiveness. Current AST opportunities (both training and final practice location) and career pathways are not always aligned, potentially limiting the success of the AST strategy in bridging the gap between urban and rural health service status. Concerted efforts are required to improve alignment of career advice, community needs, training pathways, AST opportunities and final practice location in order to achieve the intended purpose. Further research is required on the impact of AST programs on community health outcomes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.491
Threshold uncertainty score0.660

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.418
Teacher spread0.384 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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