Physical activity participation among Arab immigrants and refugees in Western societies: A scoping review
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
Insufficient physical activity (PA) is the fourth prime risk factor for numerous non-communicable diseases. Arab immigrants and refugees (AIR) are at elevated risk for low or no participation in PA due to socio-cultural and ecological factors. This scoping review examined PA prevalence, knowledge, attitudes as well as barriers vs. facilitators to PA engagement across life domains among AIR in Western countries. A systematic search strategy was implemented across five automated databases (PubMed, Embase, Medline, Sociology Database and Transportation Research Board) to locate pertinent English language papers. Seventy-five articles were included in this study, and stakeholder consultation was conducted to validate the findings. The US and Europe are substantially ahead of Canada, Australia, and New Zealand in AIR-PA research. Despite showing positive attitudes and sound knowledge of PA recommendations, AIR exhibited a low PA engagement prevalence, revealing a knowledge-compliance gap. The prevalence of sufficient PA was lowest in the US (11-22%), whereas Europe showed the highest figures (26-45%). Personal barriers to PA participation involved mainstream language illiteracy and limited exercise skills, whereas improved PA literacy was a significant facilitator. Family responsibility and cultural restrictions were common psychosocial/cultural barriers, whereas social support and culturally-sensitive resources were powerful facilitators. Poorly maintained pedestrian/cyclist infrastructure was a leading environmental barrier amongst AIR in North America, but not Europe. Longitudinal and community-engaged AIR-PA research is needed, and intersectoral collaboration is required to inform tailored interventions and inclusive policies, fostering AIR and other vulnerable populations' exercise participation and improving their health and 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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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