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Record W2980110505 · doi:10.1097/acm.0000000000003024

How Culture Is Understood in Faculty Development in the Health Professions: A Scoping Review

2019· review· en· W2980110505 on OpenAlexaff
Lerona Dana Lewis, Yvonne Steinert

Bibliographic record

VenueAcademic Medicine · 2019
Typereview
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsMcGill University Health CentreMcGill University
Fundersnot available
KeywordsHealth professionsMedical educationMEDLINEFaculty developmentPsychologyProfessional developmentMedicineHealth carePolitical science

Abstract

fetched live from OpenAlex

PURPOSE: To examine the ways in which culture is conceptualized in faculty development (FD) in the health professions. METHOD: The authors searched PubMed, Web of Science, ERIC, and CINAHL, as well as the reference lists of identified publications, for articles on culture and FD published between 2006 and 2018. Based on inclusion criteria developed iteratively, they screened all articles. A total of 955 articles were identified, 100 were included in the full-text screen, and 70 met the inclusion criteria. Descriptive and thematic analyses of data extracted from the included articles were conducted. RESULTS: The articles emanated from 20 countries; primarily focused on teaching and learning, cultural competence, and career development; and frequently included multidisciplinary groups of health professionals. Only 1 article evaluated the cultural relevance of an FD program. The thematic analysis yielded 3 main themes: culture was frequently mentioned but not explicated; culture centered on issues of diversity, aiming to promote institutional change; and cultural consideration was not routinely described in international FD. CONCLUSIONS: Culture was frequently mentioned but rarely defined in the FD literature. In programs focused on cultural competence and career development, addressing culture was understood as a way of accounting for racial and socioeconomic disparities. In international FD programs, accommodations for cultural differences were infrequently described, despite authors acknowledging the importance of national norms, values, beliefs, and practices. In a time of increasing international collaboration, an awareness of, and sensitivity to, cultural contexts is needed.

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)0.027
metaresearch head score (Gemma)0.102
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.027
Threshold uncertainty score0.144

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0270.102
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0170.022
Science and technology studies0.0030.004
Scholarly communication0.0120.011
Open science0.0020.004
Research integrity0.0030.003
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 head0.477
GPT teacher head0.567
Teacher spread0.090 · 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 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

Citations45
Published2019
Admission routes1
Has abstractyes

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