Enhancing health and wellness by, for and with Indigenous youth in Canada: a scoping review
Bibliographic record
Abstract
BACKGROUND: Indigenous youth in Canada face profound health inequities which are shaped by the rippling effects of intergenerational trauma, caused by the historical and contemporary colonial policies that reinforce negative stereotypes regarding them. Moreover, wellness promotion strategies for these youth are replete with individualistic Western concepts that excludes avenues for them to access holistic practices grounded in their culture. Our scoping review explored strategies, approaches, and ways health and wellness can be enhanced by, for, and with Indigenous youth in Canada by identifying barriers/roadblocks and facilitators/strengths to enhancing wellness among Indigenous youth in Canada. METHODS: We applied a systematic approach to searching and critically reviewing peer-reviewed literature using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews [PRISMA-ScR] as a reporting guideline. Our search strategy focused on specific keywords and MeSH terms for three major areas: Indigenous youth, health, and Canada. We used these keywords, to systematically search the following electronic databases published in English between January 01, 2017, to May 22, 2021: Medline [Ovid], PubMed, ERIC, Web of Science, Scopus, and iportal. We also used hand-searching and snowballing methods to identify relevant articles. Data collected were analysed for contents and themes. RESULTS: From an initial 1695 articles collated, 20 articles met inclusion criteria for this review. Key facilitators/strengths to enhancing health and wellness by, for, and with Indigenous youth that emerged from our review included: promoting culturally appropriate interventions to engage Indigenous youth; using strength-based approaches; reliance on the wisdom of community Elders; taking responsibility; and providing access to wellness supports. Key barriers/roadblocks included: lack of community support for wellness promotion activities among Indigenous youth; structural/organizational issues within Indigenous communities; discrimination and social exclusion; cultural illiteracy among youth; cultural discordance with mainstream health systems and services; and addictions and risky behaviours. CONCLUSION: This scoping review extracted 20 relevant articles about ways to engage Indigenous youth in health and wellness enhancement. Our findings demonstrate the importance of promoting health by, and with Indigenous youth, by engaging them in activities reflexive of their cultural norms, rather than imposing control measures that are incompatible with their value systems.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.026 | 0.085 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.004 |
| Bibliometrics | 0.023 | 0.035 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".