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Record W4226497766 · doi:10.1177/00178969221088921

Indigenous strengths-based approaches to healthcare and health professions education – Recognising the value of Elders’ teachings

2022· article· en· W4226497766 on OpenAlex
Andrea Kennedy, Anika Sehgal, Joanna Szabo, Katharine McGowan, Gabrielle Lindstrom, Pamela Roach, Lynden Crowshoe, Cheryl Barnabé

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHealth Education Journal · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of CalgaryMount Royal University
FundersCanadian Institutes of Health Research
KeywordsIndigenousValue (mathematics)Health careSociologyHealth educationNursingMedicineGerontologyPolitical scienceComputer science

Abstract

fetched live from OpenAlex

Background: A strengths-based lens is essential for the pursuit of health equity among Indigenous populations. However, health professionals are often taught and supported in practice via deficit-based approaches that perpetuate inequity for Indigenous peoples. Deficit narratives in healthcare and health education are reproduced through practices and policies that ignore Indigenous strengths, disregard human rights, and reproduce structural inequalities. When strengths are recognised it is possible to build capacities and address challenges, while not losing sight of the structural factors impacting Indigenous peoples' health. Objective: In this paper, we examine Indigenous strengths-based approaches to policy and practice in healthcare and health professions education when delivered alongside teachings shared by Elders from the Cree, Blackfoot and Métis Nations of Alberta, Canada. Method: Literature and Elders' teachings were used to shift strengths-based approaches from Western descriptions of what might be done, to concrete actions aligned with Indigenous ways. Results: Four pointers for future action adopting a strengths-based approach are identified: enacting gifts - focusing on positive attributes; upholding relationality - centring good relationships; honouring legacy - restoring self-determination; and reconciling truth - attending to structural determinants of health. Conclusion: Identified directions and actionable strategies offer a promising means to advance Indigenous health equity through strengths-based actions that change existing narratives and advance health equity.

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.

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)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.634
Threshold uncertainty score0.963

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0380.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.103
GPT teacher head0.398
Teacher spread0.295 · 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