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Record W3168275210 · doi:10.1371/journal.pone.0252778

The impact of organizational culture on professional fulfillment and burnout in an academic department of medicine

2021· article· en· W3168275210 on OpenAlexafffundabout
Karen E. A. Burns, Reena Pattani, Edmund Lorens, Sharon E. Straus, Gillian Hawker

Bibliographic record

VenuePLoS ONE · 2021
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsWomen's College HospitalUniversity of TorontoSt. Michael's Hospital
FundersDepartment of Medicine, University of TorontoUniversity of Toronto
KeywordsBurnoutWorkloadJob satisfactionMedicineOrganizational cultureProfessional developmentFamily medicineHealth careNursingPsychologyMedical educationClinical psychologySocial psychologyManagement

Abstract

fetched live from OpenAlex

Physician wellness is vital to career satisfaction, provision of high quality patient care, and the successful education of the next generation of physicians. Despite this, the number of physicians experience symptoms of burnout is rising. To assess the impact of organizational culture on physicians' professional fulfillment and burnout, we surveyed full-time Department of Medicine members at the University of Toronto. A cross-sectional survey assessed: physician factors (age, gender, minority status, disability, desire to reduce clinical workload); workplace culture (efforts to create a collegial environment, respectful/civil interactions, confidence to address unprofessionalism without reprisal, witnessed and/or personally experienced unprofessionalism); professional fulfillment and burnout using the Stanford Professional Fulfillment Index. We used multivariable linear regression to examine the relationship of measures of workplace culture on professional fulfillment and burnout (scores 0-10), controlling for physician factors. Of 419 respondents (52.0% response rate), we included 400 with complete professional fulfillment and burnout data in analyses (60% ≤ age 50, 45% female). Mean scores for professional fulfillment and burnout were 6.7±1.9 and 2.8±1.9, respectively. Controlling for physician factors, professional fulfillment was associated with satisfaction with efforts to create a collegial environment (adjusted beta 0.45, 95% CI 0.21 to 0.70) and agreement that colleagues were respectful/civil (adjusted beta 0.85, 95% CI 0.53 to 1.17). Lower professional fulfillment was associated with higher burnout scores. Controlling for professional fulfillment and physician factors, lower confidence in taking action to address unprofessionalism (adjusted beta -0.22, 95% CI -0.40 to -0.03) was associated with burnout. Organizational culture and physician factors had an impact on professional fulfillment and burnout. Professional fulfillment partially mediated the relationship between organizational culture and burnout. Strategies that promote inclusion, respect and civility, and safe ways to report workplace unprofessionalism are needed in academic medicine.

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)0.004
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.088
GPT teacher head0.436
Teacher spread0.348 · 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 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

Citations63
Published2021
Admission routes3
Has abstractyes

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