The health of employed women and men: work, family, and community correlates
Bibliographic record
Abstract
Abstract Research into clarifying the relationship between social roles and health has increasingly focused on studying the particular circumstances in which occupying multiple roles may enhance or diminish well‐being. This study examined the association between a general measure of well‐being—self‐rated health—and the perceived quality of work, family and community in a sample of employed urban‐dwelling Canadians in a mid‐size city, and whether the nature of the association differed for men and women. Few gender differences were found in the perceived quality of work, family and community. However, men and women differed significantly in the specific type of quality measures associated with general health. For women, satisfaction with one's partner/spouse and in the money available to meet basic family needs had a stronger association with self‐rated health. For men, the significant correlates were satisfaction with family relationships (other than one's partner) and the community physical environment. For both women and men, a more socially cohesive community was associated with better self‐rated health. Copyright © 2006 John Wiley & Sons, Ltd.
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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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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".