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Record W4319263510 · doi:10.1111/medu.15025

Learning by doing: A phenomenological study of medical student leaders

2023· article· en· W4319263510 on OpenAlexaffabout
Henry Annan, Victor Do, Anna MacLeod

Bibliographic record

VenueMedical Education · 2023
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsUniversity of TorontoHospital for Sick ChildrenIzaak Walton Killam Health CentreDalhousie University
Fundersnot available
KeywordsMentorshipThematic analysisLeadership developmentMedical educationReflexivityPsychologyEducational leadershipQualitative researchPedagogyMedicineSociologyPublic relationsPolitical science

Abstract

fetched live from OpenAlex

INTRODUCTION: Despite being recognised as a key physician competency, leadership development is an area of improvement especially in undergraduate medical education. We sought to explore the lived experience of leaders who served in elected, representative roles during their time in medical school. METHODS: We used a hermeneutic phenomenological approach to uncover the essence of the medical student leader experience. From late 2020 to early 2021, we interviewed 12 medical residents who served in elected leadership roles from 2015 to 2019. Each participant graduated from a different Canadian medical school. We deliberately chose a limited and historic time period in order for participants to be able to reflect on their past experiences while accounting for differences in the medical student leadership experience over time. We then engaged in a reflexive thematic analysis to generate the final themes. RESULTS: We identified the following five themes: (i) living with busyness, (ii) the role of faculty mentorship and support, (iii) competing demands of leadership, (iv) medical student leadership as enriching and (v) creating better physicians. Though demanding, medical student leadership was found to be rewarding and particularly key in the development of a more well-rounded physician. Furthermore, being well supported by faculty contributed to an overall positive leadership experience. DISCUSSION: In addition to describing the hardships and rewards that make up their experience, this study suggests that medical student leadership can enhance core physician competencies. The findings also support the notion that faculties have an important role to play in supporting medical student leaders.

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)0.003
metaresearch head score (Gemma)0.010
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.578
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.033
GPT teacher head0.432
Teacher spread0.399 · 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 designQualitative
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

Citations8
Published2023
Admission routes2
Has abstractyes

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