What all students in healthcare training programs should learn to increase health equity: perspectives on postcolonialism and the health of Aboriginal Peoples in Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: The ongoing role of colonialism in producing health inequities is well-known. Postcolonialism is a theoretical approach that enables healthcare providers to better understand and address health inequities in society. While the importance of postcolonialism and health (PCH) in the education of clinicians has been recognized, the literature lacks guidance on how to incorporate PCH into healthcare training programs. This study explores the perspectives of key informants regarding content related to PCH that should be included in Canadian healthcare training programs, and how this content should be delivered. METHODS: This qualitative study involved in-depth, semi-structured interviews with nineteen individuals with insight into PCH in Canada. Data were analyzed collaboratively to identify, code and translate key emergent themes according to the six phases of the DEPICT method. RESULTS: Three themes emerged related to incorporating PCH into Canadian healthcare training programs: (1) content related to PCH that should be taught; (2) how this content should be delivered, including teaching strategies, who should teach this content and when content should be taught, and; (3) why this content should be taught. For the Canadian context, participants advised that PCH content should include a foundational history of colonization of Aboriginal Peoples in Canada, how structures rooted in colonialism continue to produce health inequities, and how Canadian clinicians' own experiences of privilege and oppression affect their practice. Participants also advised that this content should be integrated longitudinally through a variety of interactive teaching strategies and developed in collaboration with Aboriginal partners to address health inequities. CONCLUSIONS: These findings reinforce that clinicians and educators must understand health and healthcare as situated in social, political and historical contexts rooted in colonialism. Postcolonialism enables learners to understand and respond to how colonialism creates and sustains health inequities. This empirical study provides educators with guidance regarding PCH content and delivery strategies for healthcare training programs. More broadly, this study joins the chorus of voices calling for critical reflection on the limits and harms of an exclusively Western worldview, and the need for action to name and correct past wrongs in the spirit of reconciliation and justice for all.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it