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Record W1586972633 · doi:10.1111/medu.12782

Why physicians teach: giving back by paying it forward

2015· article· en· W1586972633 on OpenAlexafffundabout
Yvonne Steinert, Mary Ellen Macdonald

Bibliographic record

VenueMedical Education · 2015
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsMcGill University Health CentreMcGill University
FundersRoyal College of Physicians and Surgeons of Canada
KeywordsMedical educationPsychologyMedicine

Abstract

fetched live from OpenAlex

CONTEXT: Despite the pace and intensity of the in-patient clinical setting, physicians carve out time for teaching medical students and residents. OBJECTIVES: The goal of this study was to explore what it means for physicians to teach students and residents in the in-patient setting. METHODS: We conducted semi-structured interviews with 15 practising physicians from the departments of internal medicine, surgery and paediatrics in three university teaching hospitals at McGill University, using an interpretive phenomenological methodology. RESULTS: Five themes elucidated the meaning of teaching for physicians in the in-patient setting: (i) teaching was perceived as an integral part of their identity; (ii) teaching allowed them to repay former teachers for their own training; (iii) teaching gave them an opportunity to contribute to the development of the next generation of physicians; (iv) teaching enabled them to learn, and (v) teaching was experienced as personally energising and gratifying. Participants were morally and socially motivated to give time and effort through teaching (e.g. to pay forward their own privilege and thereby help to develop the next generation); teaching also gave them a sense of personal fulfilment (e.g. by allowing them to mould young minds and leave a legacy). CONCLUSIONS: This study holds a number of implications for medical education with relevance to the recruitment and retention of clinical teachers, recognition of clinical teaching, and evidence-informed faculty development. The findings also suggest that teaching in an academic setting can bring joy and fulfilment to practising physicians.

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)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.202
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0020.001

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 head0.020
GPT teacher head0.348
Teacher spread0.328 · 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.

Study designNot applicable
Domainnot available
GenreCommentary

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

Citations80
Published2015
Admission routes3
Has abstractyes

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