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Record W7111463524

Psychological safety in the clinical learning environment: exploring the discrepancies between faculty members’ and trainees’ experiences and perspectives in a pediatric residency program in Canada

2022· article· en· W7111463524 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Access to Scholarship at Harvard (DASH) (Harvard University) · 2022
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisConstruct (python library)HierarchyPatient safetyLearning environmentMEDLINEMedical school
DOInot available

Abstract

fetched live from OpenAlex

Background: Psychological safety (PS) is an issue of growing interest and remains a relatively unfamiliar concept in health professions education. Exploring the construct may help medical educators working on the clinical teaching units (CTU) improving PS in the clinical learning environment (CLE), aligning their behaviors towards PS and, therefore, improve trainees learning and experience. Objective: The objective of this research project is to explore the discrepancies between residents’ and faculty members’ perspectives and experiences about PS in the CLE of a general pediatric residency program in Canada. Methods: The project was based on a mixed-method, sequential design. First, a survey targeting residents and attendings from one pediatric teaching hospital was conducted, utilizing a validated instrument on PS and related organizational characteristics. Following, semi-structured individual interviews were conducted with participants from the same population, selected using purposeful sampling. Questions based on the quantitative survey results were embedded in the semi-structured interview guide as a point of interface between both components. Thematic analysis was used to explore and organize participants’ perspectives and experiences about PS. Results: Nineteen residents in pediatrics and 21 attendings participated in the survey. No statistically significant differences were found between both groups. Twelve people, 6 residents and 6 pediatricians, participated in the individual interviews. Four themes were identified as areas of potential discrepancies between both groups: (1) Organization, roles and hierarchy on the CTU; (2) Attending’s leadership and approach on the CTU; (3) Evaluation paradigm on the CTU; and (4) Culture and climate in the CLE. We described how these themes were related to the perspectives and experiences from both groups, in regard to the main dimensions of PS. Conclusion: In this exploratory research project, we have enriched the construct of PS by targeting issues specific to medical education in clinical settings by describing 4 areas where discrepancies can be found between residents’ and attendings’ experiences and perspectives about the construct on the CTU: (1) Organization, roles and hierarchy; (2) Attending's leadership and approach; (3) Evaluation paradigm and (4) Culture and climate.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.111
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.123
GPT teacher head0.347
Teacher spread0.224 · 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 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
Published2022
Admission routes1
Has abstractyes

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