Les conditions liées à l’intégration de l’approche écologique dans la programmation de prévention-promotion offerte à la clientèle aînée par les CSSS du Québec: une étude de cas
Bibliographic record
Abstract
This multiple case study investigates conditions influencing the integration of the ecological approach in disease prevention and health promotion (DPHP) programs offered to older adults by local health organizations in Quebec. Scheirer's (1981) implementation model guided the study of five Centres de Santé et Services Sociaux chosen in line with the ecological dimension of their DPHP programs. Documentary analyses were conducted along with thirty-eight semi-structured interviews among professionals and managers. Three categories of factors were explored: professional, organizational and environmental factors. Results indicate the ecological dimension of programs is influenced by organizational norms, competing priorities, team structure, external partnerships, preconceived ideas regarding DPHP for older adults, along with professional interest and training. These results provide levers for action toward optimizing services offered to the older population through disease prevention and health promotion programs.
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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 | 0.004 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".