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Record W4210392537 · doi:10.1097/acm.0000000000004608

Teaching Medical Students to Teach: A Narrative Review and Literature-Informed Recommendations for Student-as-Teacher Curricula

2022· review· en· W4210392537 on OpenAlexaff
Alexandra Cohen, Yvonne Steinert, Elisa Ruano

Bibliographic record

VenueAcademic Medicine · 2022
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcGill University Health CentreMcGill UniversityMedical Council of Canada
Fundersnot available
KeywordsCurriculumMedical educationModalitiesInclusion (mineral)Context (archaeology)NarrativeExperiential learningTeaching methodPsychologyDelphi methodMEDLINEMedicineMathematics educationPedagogyComputer science

Abstract

fetched live from OpenAlex

PURPOSE: Medical students play an important role as teachers. This narrative review synthesizes the student-as-teacher (SaT) literature that incorporates formal teaching skills training, with the goal of proposing literature-informed recommendations for SaT curriculum development within the context of competency-based medical education. METHOD: In January and August 2020, the authors searched Medline and Embase and conducted forward citation searches in Scopus to identify articles from 1985 to 2020 related to teaching medical students to teach. Search terms included "student(s) as teacher(s)," "near-peer teaching," and "teaching to teach." The findings from selected articles were summarized and synthesized. RESULTS: Forty-three articles met the inclusion criteria: 33 papers describing specific SaT curricula, 3 literature reviews, 6 stakeholder surveys, and 1 Delphi study. While students often engage in teaching roles, formal teaching skills training is not always provided. Existing curricula are usually optional, delivered as short courses, and offered to senior students. Course content commonly includes topics related to planning and delivering learning activities and providing feedback. Of the numerous teaching modalities employed, students indicate a preference for interactive and experiential learning. Methods used to assess students' teaching skills vary; however, direct observation and feedback are valued assessment methods. Program evaluations have shown positive outcomes, including high student satisfaction and enhanced self-confidence as teachers. CONCLUSIONS: Informed by these findings and outcome-based educational frameworks, the authors suggest 4 guiding principles for SaT curricula: (1) teaching skills training should be formally implemented in undergraduate medical education and should, whenever possible, be compulsory; (2) teaching skills should be taught longitudinally and progressively along the undergraduate to postgraduate continuum; (3) curriculum content should be aligned with a school's preexisting curriculum and local context; and (4) authentic opportunities for students to engage in teaching roles should be included. They also propose recommendations for curriculum content, teaching modalities, and assessment methods.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.030
metaresearch head score (Gemma)0.085
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.030
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.085
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0140.013
Science and technology studies0.0020.002
Scholarly communication0.0050.007
Open science0.0020.003
Research integrity0.0030.003
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 head0.078
GPT teacher head0.538
Teacher spread0.460 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations43
Published2022
Admission routes1
Has abstractyes

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