Discordance between lifestyle-related health beliefs and behaviours of Saudi women in Dammam
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
Objective: Women living in the Kingdom of Saudi Arabia including in the Eastern Province have a high prevalence of lifestyle-related conditions for which targeted health education strategies are needed. This study’s objective was to explore their self-reported health status and the congruence of their lifestyle-related health beliefs and practices to inform health education programme development. Methods: A cross section of community-living Saudi women ( N = 407) living in Dammam (the capital of the Eastern Province) was sampled from regional health centres. Participants completed an interview survey questionnaire about their health status and their lifestyle-related health beliefs and practices. Results: In all, 44% of participants reported having an average but not excellent health. This finding was at odds with their unequivocal, evidence-supported beliefs about the positive relationship between exercise, good nutrition, not smoking and manageable stress, with health (⩾97%). Despite these strong beliefs, participants reported suboptimal levels of exercise, nutritional choices, stress and sleep quality and quantity for maximal health and wellbeing. Conclusion: Studies are warranted to explore and explain marked discrepancy between the positive health beliefs and lifestyle-related health practices of Saudi women living in Dammam, and to design effective health promotion education programmes to address this gap. Improving Saudi women’s health by narrowing the lifestyle-related health belief–practice gap may also maximise the health of families, given women’s pivotal role in managing the family, as well as individual health.
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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 | 0.010 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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