An exploration of the relationships between health promotion practices, health work, and felt stigma in families headed by adolescent mothers.
Bibliographic record
Abstract
The purpose of this study was to examine the relationship between stigma and health promotion in families with preschool children headed by adolescent mothers, by: (a) testing hypotheses derived from the Developmental Model of Health and Nursing, and (b) descriptively exploring the experience of stigma in a community sample of 63 adolescent mothers in southwestern Ontario, Canada. The mothers verbally responded to established measures of felt stigma, family health work, healthy lifestyle practices, and a demographic questionnaire during a structured interview. Then their experiences of stigma were explored during a brief dialogic interview. Consistent with the theory, a moderate positive relationship was observed between family health work and mothers' healthy lifestyle (r = .52, p < .001). Felt stigma was not related to either health work or global healthy lifestyle. Stigma did not appear to affect family health promotion efforts directly but influenced other aspects of the participants' lives in both positive and negative ways. Implications for practice and future research are identified.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 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".