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Record W4416126375 · doi:10.1080/22423982.2025.2582912

Connecting cultural wisdom, physical literacy, and physical activity among older adults from diverse Indigenous communities: an exploratory review

2025· article· en· W4416126375 on OpenAlexaff
Amanda Froehlich Chow, Heather L. McWhinney, Tina Alexis, M. Louise Humbert

Bibliographic record

VenueInternational Journal of Circumpolar Health · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsIndigenousGlobeLiteracyParticipatory action researchDiversity (politics)Exploratory researchCommunity-based participatory researchLife expectancyPhotovoice

Abstract

fetched live from OpenAlex

Indigenous older adults across the globe face higher rates of chronic illness and lower life expectancy than non-Indigenous populations, yet little research has examined how physical literacy might support their health and well-being. Traditionally applied to children and youth, physical literacy-understood as one's relationship with movement and physical activity across the life course-shares with Indigenous worldviews an emphasis on holistic well-being rooted in culture, community, and the environment. This exploratory review examines global literature to identify how physical literacy concepts-such as motivation, confidence, physical competence, and knowledge-connect with ways of knowing, being, and doing among Indigenous older adults, as well as in physical activity programs for this population. Findings reveal strong connections between physical literacy and culturally grounded forms of movement, with successful programs often integrating physical activity with cultural practices such as sharing circles. These initiatives reflect holistic views of health and highlight opportunities for culturally rooted approaches to physical literacy. The findings suggest that meaningful engagement with Indigenous older adults calls for physical literacy frameworks co-developed through community partnerships that honor Indigenous ways of knowing, being, and doing. Implications for policy and practice include the need for participatory program design that prioritizes social connection, intergenerational learning, spiritual health, and community well-being.

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)0.003
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.013
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0070.007
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.023
GPT teacher head0.379
Teacher spread0.356 · 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 designSystematic review
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 routes1
Has abstractyes

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