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Record W4307336807 · doi:10.9778/cmajo.20220192

The quest for greater equity: a national cross-sectional study of the experiences of Black Canadian medical students

2022· article· en· W4307336807 on OpenAlexfundvenueaboutno aff
J Mathieu, Salomon Fotsing, Kikelomo Akinbobola, Lolade Shipeolu, Kien Crosse, Kimberley Thomas, Manon Denis-LeBlanc, Abdoulaye Guèye, Gaelle Bekolo

Bibliographic record

VenueCMAJ Open · 2022
Typearticle
Languageen
FieldMedicine
TopicMedical Education and Admissions
Canadian institutionsnot available
FundersUniversity of Ottawa
KeywordsInclusion (mineral)RacismDiversity (politics)Equity (law)Medical educationPsychologyFamily medicineMedicineSocial psychologySociologyPolitical scienceGender studies

Abstract

fetched live from OpenAlex

BACKGROUND: Black medical students have been consistently underrepresented in Canadian medical schools, and data on the impact of discrimination on their medical education remain limited. In this cross-sectional study, we aimed to investigate the experiences of Black medical students through the Black Medical Students' Association of Canada (BMSAC). METHODS: We developed a 63-item instrument around the domains of inclusion and diversity, wellness, discrimination, career advancement and diversity in medical education. The anonymous web-based questionnaire was sent to 128 medical students and first-year residents from all 17 Canadian medical schools via the BMSAC listserv. We obtained frequencies for demographic data and self-reported experiences. RESULTS: We received 52 responses. Of respondents, 59% had at least 1 personal encounter with discrimination in medical school. Discrimination was experienced in both clinical and academic contexts, notably from patients, peers and hospital staff. Students further along in their medical training were more likely to endorse having experienced discrimination in medical school. Most respondents had positive experiences with academic and clinical inclusion, as well as resiliency in the face of discrimination. However, most respondents had negative experiences relating to reporting discrimination, their well-being, career advancement, sentiments of minority tax and low diversity in medical education. INTERPRETATION: We found that discrimination has important implications on the learning experiences of Black medical students surveyed from the BMSAC. This directly challenges the notion that Canadian medical schools are impervious to racism and highlights the need for advocacy and systemic changes to eliminate institutional racism.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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 score0.023
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.000

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 head0.121
GPT teacher head0.490
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

Citations19
Published2022
Admission routes3
Has abstractyes

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