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Record W4411500196 · doi:10.1111/tct.70114

Interprofessional Education: A Systematic Review of Educational Methods in Postgraduate Health Professions Programs

2025· review· en· W4411500196 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Clinical Teacher · 2025
Typereview
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsHealth professionsMedical educationInterprofessional educationMEDLINEMedicinePsychologyHealth carePolitical science

Abstract

fetched live from OpenAlex

BACKGROUND: Several studies on interprofessional education (IPE) explored student's knowledge acquisition, teamwork skills and collaborative behaviours. However, the approaches to teaching and learning IPE remain underresearched and reported especially at the postgraduate level. This systematic review aimed to establish how IPE has been implemented at the postgraduate level among different health professions, focusing on teaching and learning approaches. METHODS: The systematic review was conducted in 2022-2025. It utilized three carefully identified databases: PubMed, ScienceDirect and the Cochrane Library. Publications were included after being screened based on a clear protocol and preidentified eligibility criteria. The research team used CADIMA software to screen articles published from 2010 to 2025. RESULTS: Thirty-seven articles were considered in this systematic review. These articles were mainly from the United States, United Kingdom and Canada. Various educational approaches and a wide variety of tools were utilized to deliver IPE among health professionals at the postgraduate level. Yet, the findings indicated that simulation was at the top of the used approaches. This systematic review also revealed that IPE activities at the postgraduate level need to be focused more on interprofessional role learning and dual identity development. CONCLUSIONS: The evidence synthesized in the current systematic review reveals that educators prefer simulation to deliver IPE activities. Yet, the evidence calls for more focused planning for IPE activities at the postgraduate level to advance IPE delivery and ensure targeting immersion and mastery levels of IPE development.

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.

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)0.018
metaresearch head score (Gemma)0.014
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
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 score0.188
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0180.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0050.001
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.271
GPT teacher head0.692
Teacher spread0.420 · 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