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Record W4415197513 · doi:10.2196/72819

Barriers to Wellness Among General Surgery Residents During the COVID-19 Pandemic: Qualitative Analysis of Survey Responses

2025· article· en· W4415197513 on OpenAlexaffvenueabout
Idil Bilgen, Matthew Castelo, Emma Reel, May-Anh Nguyen, Brittany Greene, Justin Lu, Savtaj S. Brar, Tulin Cil

Bibliographic record

VenueJMIR Perioperative Medicine · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsPrincess Margaret Cancer CentrePublic Health OntarioUniversity of Toronto
Fundersnot available
KeywordsWorkloadQualitative analysisQualitative researchThematic analysisMEDLINEFocus group

Abstract

fetched live from OpenAlex

Background: Health care provider burnout worsened during the COVID-19 pandemic. Objective: This qualitative study described general surgery residents' perceptions of burnout and the impact of the COVID-19 pandemic and their attitudes toward wellness initiatives. Methods: General surgery residents at a large training program in Canada completed a 21-item survey focused on self-reported burnout, mental health, perceptions of wellness resources, and the effects of the COVID-19 pandemic. Free-text responses were extracted for qualitative thematic content analysis. A coding framework was established, and emergent themes were identified. Results: A total of 62% (51/82) of the residents completed the survey. Most respondents were senior residents (21/51, 41%) and identified as male (32/51, 63%). In total, 65% (33/51) of the residents met the criteria for burnout. Three themes were identified: (1) the culture of general surgery does not promote wellness, (2) the COVID-19 pandemic worsened existing access to vacation days and rest, and (3) wellness education in general surgery is ineffective and onerous to complete. General surgery residents emphasized the rigid lifestyle and culture of the specialty. Residents said that the idea of wellness was poorly executed. COVID-19 protocols increased the acceptance of taking sick days, but this was offset by staff shortages during the pandemic. Finally, residents emphasized the inefficacy of wellness education. They felt that they did not lack knowledge on reaching wellness but simply lacked the adequate time and resources to improve their well-being. Conclusions: There are persistent concerns within the culture of general surgery that were further impacted by workload and stress during the pandemic. These results may inform future programmatic efforts to decrease resident burnout.

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)0.011
metaresearch head score (Gemma)0.026
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.026
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
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 head0.182
GPT teacher head0.552
Teacher spread0.369 · 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 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 routes3
Has abstractyes

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