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Record W4416983316 · doi:10.5334/pme.1824

Closing the Loop: Exploring Student-Mentors’ Dual Roles in a Longitudinal Group Mentorship Course

2025· article· en· W4416983316 on OpenAlexafffund
Allison Odger, Yvonne Steinert

Bibliographic record

VenuePerspectives on Medical Education · 2025
Typearticle
Languageen
FieldPsychology
TopicMentoring and Academic Development
Canadian institutionsMcGill University Health Centre
FundersMcGill University
KeywordsMentorshipEmpathyClosing (real estate)Peer groupReflection (computer programming)Dual (grammatical number)Course (navigation)

Abstract

fetched live from OpenAlex

Purpose: Peer mentorship has emerged as an important strategy for supporting medical students, demonstrating multiple benefits for mentees and mentors. However, to our knowledge, no studies have focused on medical students' simultaneous experiences as students (receiving mentorship) and near-peer mentors (providing mentorship). This study explored students' experiences as students and mentors in a longitudinal, group mentorship course. Method: The authors used interpretive description to explore how senior medical students acting as near-peer mentors understood their dual roles. In-depth semi-structured interviews were conducted between April and October 2023. Additionally, students were asked to record audio diaries. Using an iterative, reflexive approach, the authors conducted a constant comparative data analysis. Results: 20 students completed 2 interviews and audio diaries. Four themes were identified: Participants understood their dual roles to be complementary, highlighting a continuity between being students and near-peer mentors, which they called "closing the loop." Many participants cited their experiences in the course as the reason they decided to become student mentors, expressing their desire to "pay it forward." Mentorship roles reminded them of their experiences as new medical students, and "gazing backwards" helped boost their confidence and renew their empathy. Several participants drew attention to how their mentorship role helped them "imagine the future," reaffirming their desire to continue mentoring or teaching. Discussion: Being in two roles was perceived as a positive experience. Dual roles helped boost students' confidence and empathy while fostering meaningful reflection on career trajectories, findings that could help inform or enhance peer mentorship programs.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.405
Threshold uncertainty score0.850

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.046
GPT teacher head0.403
Teacher spread0.358 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2025
Admission routes2
Has abstractyes

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