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Record W4410711777 · doi:10.1016/j.jsurg.2025.103543

Characteristics of Surgical Coaching Interventions: A Systematic Review

2025· review· en· W4410711777 on OpenAlexaff
Benji Julien, Douglas Greer, Nicholas Bull, Boris Zevin, Christine J. O’Neill, Conor Gilligan

Bibliographic record

VenueJournal of surgical education · 2025
Typereview
Languageen
FieldMedicine
TopicSurgical Simulation and Training
Canadian institutionsQueen's University
Fundersnot available
KeywordsCoachingPsychological interventionMedicinePsychologyNursingPsychotherapist

Abstract

fetched live from OpenAlex

OBJECTIVE: Coaching is increasingly utilized as an educational intervention for performance improvement in surgeons and surgical trainees. Surgical coaching has been utilized across a broad range of specialties, experience levels and outcomes with generally positive results. Coaching interventions are often developed by individual institutions for their own context which has resulted in a heterogenous group of interventions. This review aims to investigate surgical coaching interventions to identify common characteristics that comprise an effective coaching intervention. METHODS: A systematic review was conducted to identify studies investigating surgical coaching interventions up to July 2024. Studies were limited to English language peer-reviewed studies that adequately described the characteristics and outcomes of the surgical coaching intervention. Data on the primary and secondary outcomes, study objective and participants' demographics were also recorded. RESULTS: The search across 4 electronic databases generated 9538 citations. Following screening and review of full text articles 28 studies were included in the review. Surgical coaching interventions were carried out in 8 separate countries with the majority (22/28) in North America. Studies involved between 3 and 107 participants. Coaching interventions were markedly heterogenous, and specific details of the methods used were inconsistently documented. Study length ranged from 1 (9/28) to 14 (1/28) sessions and duration from less than 15 minutes (1/29) to greater than 3 hours (3/28). The most common themes were goal setting (10/28), feedback (7/28) and reflection (7/28). Outcomes were generally positive with 47 of 55 identified outcomes demonstrating benefit from surgical coaching. There were 3 key domains and 13 sub-domains that comprised the majority of coaching interventions. CONCLUSIONS: Surgical coaching has been shown to be a promising intervention that requires more rigorous research to develop the field. We have identified 3 key domains which can be utilized to analyses and develop coaching interventions in the future.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.388
Threshold uncertainty score0.789

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.003
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.081
GPT teacher head0.444
Teacher spread0.364 · 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 designSystematic review
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

Citations5
Published2025
Admission routes1
Has abstractyes

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