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Record W4415836844 · doi:10.1177/21501319251386672

Systemic Racism in Canadian Healthcare: A Policy and Equity Analysis

2025· review· en· W4415836844 on OpenAlexaboutno aff
K.A. Adegoke, Abimbola Adegoke, Deborah Dawodu, Temitope Kayode

Bibliographic record

VenueJournal of Primary Care & Community Health · 2025
Typereview
Languageen
FieldSocial Sciences
TopicCultural Competency in Health Care
Canadian institutionsnot available
Fundersnot available
KeywordsRacismEquity (law)Corporate governanceHealth careHealth equityHealthcare systemAccountabilityRacial bias

Abstract

fetched live from OpenAlex

BACKGROUND: In Canadian healthcare, systemic racism subverts commitment to universal coverage by building inequities into the system of governance, regulation, and clinical practice. Although racial disparities have been documented, little attention has been paid to how institutional structures perpetuate these inequities. OBJECTIVE: This study critically examines the organizational aspects of racism in the Canadian healthcare system. It aims to identify structural obstacles faced by racialized patients and foreign-trained physicians and to provide policy recommendations grounded in evidence. METHODS: The authors employed a narrative review framework for qualitative analysis of documents. Public inquiries (eg, Truth and Reconciliation Commission and Viens Report), government audits (eg, PHAC and CHRC), case files (eg, Brian Sinclair, Joyce Echaquan, and Dr. Akinbiyi), and peer-reviewed publications between 2000 and 2024 were the data sources. Thematic coding occurs across 4 areas: (1) institutional discrimination, (2) licensing and workforce exclusion, (3) patient and cultural safety, and (4) accountability gaps. RESULTS: The review found continuing institutional disregard for Indigenous and Black patients, and the disparities were most marked in emergency and maternal services. Internationally educated doctors face opaque and delayed credentialing procedures, which can exacerbate workforce disparities. Case examples illustrate how system failures, including disregarding patient suffering, ignoring cultural requirements, and inadequate oversight, can lead to harm. It is a recurring pattern in which the recommended action is not taken following a review, suggesting organizational resistance to change. DISCUSSION: Canadian systemic racism in health care occurs through omissions (failure to act on reform) and commissions (institutional exclusion). To tackle this, it is necessary to entrench antiracism in legislation, make cultural safety training a requirement, collect race-disaggregated data, and transform licensing routes. CONCLUSION: Universal healthcare is not equitable unless systemic racism is eliminated. Systemic changes that recalibrate healthcare governance in accordance with antiracism and equity values are necessary to provide safe and inclusive care.

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)0.011
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.936
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.001
Bibliometrics0.0040.005
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0010.005
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 head0.110
GPT teacher head0.482
Teacher spread0.372 · 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 designNot applicable
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

Citations3
Published2025
Admission routes1
Has abstractyes

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