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Record W4413023145 · doi:10.1016/j.jsurg.2025.103641

Striking a Balance: A Qualitative Thematic Analysis of General Surgery Residents’ Perceptions of their Role as Medical Student Educators

2025· article· en· W4413023145 on OpenAlexaff
Ariana Naaseh, Steven Tohmasi, Bethany C. Sacks, Michael M. Awad, Paul E. Wise, Michael J. Kim

Bibliographic record

VenueJournal of surgical education · 2025
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsUniversity of Alberta
FundersNational Cancer InstituteWashington University School of Medicine in St. Louis
KeywordsThematic analysisBalance (ability)PerceptionMedical educationQualitative analysisQualitative researchPsychologyMedicineSociologySocial sciencePhysical therapy

Abstract

fetched live from OpenAlex

BACKGROUND: General surgery (GS) residents are critical educators for medical students (MS). However, GS resident perceptions of this role remain unclear. This study aims to characterize GS resident perspectives on their roles as MS teachers. METHODS: We conducted semi-structured interviews with GS residents at a single institution. We designed open-ended questions to explore resident teaching roles: focusing on their definitions, support received, perceived importance, motivations, and barriers to teaching. Interview transcripts were inductively analyzed using thematic analysis, with iterative coding conducted by multiple team members to identify and refine emergent themes. RESULTS: A total of 19 residents participated (postgraduate year range: 1-7). Residents had varied definitions of their role as teachers, frequently emphasizing MS identity formation and comfort within the surgical environment over technical knowledge transfer. Most residents expressed a sense of obligation to teach, though this was often self-driven rather than incentivized. Engaging with MS was viewed as a significant daily responsibility, considered almost as important as patient care. While no structured curriculum for teaching exists, residents emphasized the value of exemplary role models in shaping their teaching approach and the desire for recognition of their teaching efforts. Challenges to teaching included workflow and patient care demands, with confidence in clinical and technical skills often impacting teaching engagement. CONCLUSIONS: Our proposed framework demonstrates that GS residents experience teaching MS as a dynamic balance of multiple professional roles and responsibilities. They view themselves as mentors and cultural liaisons, along with educators. However, confidence varies in balancing dual roles as learners and teachers. Understanding these perceptions can guide institutions in better supporting GS residents as educators.

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)0.024
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.127

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.026
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0080.009
Scholarly communication0.0040.004
Open science0.0020.005
Research integrity0.0020.002
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 head0.019
GPT teacher head0.438
Teacher spread0.419 · 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 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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