MétaCan
Menu
Back to cohort
Record W4414487690 · doi:10.32799/ijih.v21i1.45613

Recentering Indigenous Knowledge: A Narrative Review of Recent Developments in Indigenous Health Promotion

2025· article· en· W4414487690 on OpenAlexaffvenueabout
Brittany McBeath, Brittany Jock, Treena Delormier, Lucie Lévesque

Bibliographic record

VenueInternational Journal of Indigenous Health · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsMcGill UniversityQueen's University
Fundersnot available
KeywordsIndigenousAotearoaHealth promotionTraditional knowledgeSituatedHealth equityColonialismNarrativeGrounded theory

Abstract

fetched live from OpenAlex

Indigenous health promotion is increasingly recognized as a distinct paradigm that challenges colonial structures and reclaims approaches grounded in Indigenous knowledge systems. However, there remains a limited understanding of how Indigenous scholars and communities are actively redefining health promotion. This narrative review examines 60 peer-reviewed journal articles published between 2015 and 2025 to explore how Indigenous health promotion dismantles colonial structures, applies cultural grounding and adaptation strategies, and engages with Western theories, frameworks and methodologies. Articles were identified through a systematic search of four major health research databases, and focused on food and nutrition, and physical activity programs or research involving Indigenous populations in Canada, Australia, Aotearoa New Zealand, and the United States. Findings reveal that Indigenous health promotion programs and research initiatives are increasingly community-led, and grounded in local knowledge and practices. Many initiatives emphasize reconnection to land and culture and are situated within broader visions of planetary health and environmental justice. Intergenerational knowledge transmission and community governance are central to culturally grounded and effective health promotion efforts. While some Western frameworks are still used, they are often critically adapted or selectively integrated to align with Indigenous values and priorities. This review affirms the essential role of Indigenous knowledge systems in shaping health promotion that is effective and sustainable. It offers direction for reimagining health promotion policy and practice by placing Indigenous leadership and priorities at the center of efforts to achieve health equity and social justice for Indigenous communities.

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)0.005
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.009
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.007
Science and technology studies0.0010.002
Scholarly communication0.0030.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.033
GPT teacher head0.416
Teacher spread0.383 · 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 designQualitative
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

Citations0
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueInternational Journal of Indigenous HealthSame topicIndigenous Health, Education, and RightsFrench-language works237,207