Exploring the relationship between sleep duration and sense of community belonging: Insights from the 2015-16 Canadian Community Health Survey
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: The Canadian 24-Hour Movement Guidelines for Adults and National Sleep Foundation recommend a sleep duration of 7-9hours for working aged adults aged 18-64 and 7-8hours for older adults aged 65+. While various factors associated with sleep duration have been identified in studies, the association between sleep duration and a sense of community belonging-a factor crucial for overall health-remains largely unexplored. METHODS: To fill this gap, we utilized the 2015-16 Canadian Community Health Survey to investigate this association among working aged-adults 18-64 and older adults aged 65+ using multivariable multinomial logit models. RESULTS: Our findings indicate that working-aged adults with a somewhat weak (RRR = 1.18, 95% CI = 1.02, 1.37) or very weak (RRR = 1.29, 95% CI = 1.05, 1.56) sense of community belonging are more likely to report "short duration" compared to those with a very strong sense of community belonging. Similarly, working-aged adults with a very weak sense of community belonging (RRR = 1.66, 95% CI = 1.02, 2.69) are more likely to report "long duration." However, no significant relationship was found between sense of community belonging and sleep duration among older adults. CONCLUSION: Our study highlights the association between sense of community belonging and sleep duration among working-aged adults and older adults in Canada.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.011 | 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