The Association Between Spiritual and Religious Involvement and Depressive Symptoms in a Canadian Population
Bibliographic record
Abstract
Data from a large epidemiologic survey were examined to determine the relationship of religious practice (worship service attendance), spiritual and religious self-perception, and importance (salience) to depressive symptoms. Data were obtained from 70,884 respondents older than 15 years from the Canadian National Population Health Survey (Wave II, 1996-1997). Logistic regression was used to examine the relationship of the religious/spiritual variables to depressive symptoms while controlling for demographic, social, and health variables. More frequent worship service attendees had significantly fewer depressive symptoms. In contrast, those who stated spiritual values or faith were important or perceived themselves to be spiritual/religious had higher levels of depressive symptoms, even after controlling for potential mediating and confounding factors. It is evident that spirituality/religion has an important effect on depressive symptoms, but this study underscores the complexity of this relationship. Longitudinal studies are needed to help elucidate mechanisms and the order and direction of effects.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".