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Teaching Social and Cultural Awareness to Medical Students

2003· article· en· W1970020366 on OpenAlexaffabout
Brenda L. Beagan

Bibliographic record

VenueAcademic Medicine · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsDalhousie University
Fundersnot available
KeywordsCurriculumAffect (linguistics)Medical educationPsychologySocial classCultural diversityMedical schoolMedical psychologyClass (philosophy)Social psychologyMedicinePedagogyMEDLINESociologyPolitical science

Abstract

fetched live from OpenAlex

PURPOSE: To investigate the effect of exposure to a new course addressing social and cultural issues in medicine on third-year medical students' awareness and understanding of how these issues affect their lives as students, the lives of patients, the work of physicians, and patient-physician interaction. The course, Physicians, Patients & Society (PPS) was introduced at the time the school was moving to a PBL curriculum. METHOD: In the late 1990s, a questionnaire was administered to third-year medical students at one Canadian medical school, prior to the curriculum change (Time 1). In-depth interviews were held with 25 of these students. A few years later, the same methods were repeated (Time 2) with a third-year class that had experienced the PPS course. RESULTS: The response rate for Time 1 was 59% (n = 72), for Time 2, 51% (n = 61). Students in Time 2 did not demonstrate increased awareness of social and cultural issues. Most failed to recognize, or even denied, the effects of race, class, gender, culture, and sexual orientation. Those who acknowledged the effect of social differences tended to deny social inequality, or at best recognized disadvantages experienced by Others, but not the accompanying privileges enjoyed by their own social group. CONCLUSIONS: In general, students concluded that learning about social and cultural issues made little or no difference when they did their clinical rotations. For a medical school to produce physicians who are sensitive to and competent working with diverse communities requires a balance between attention to "difference," attention to self, and attention to power relations.

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)0.003
metaresearch head score (Gemma)0.007
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 score0.006
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.001

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 head0.094
GPT teacher head0.492
Teacher spread0.398 · 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

Citations199
Published2003
Admission routes2
Has abstractyes

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