Changes in practitioners’ attitudes, perceived training needs and self-efficacy over the implementation process of an evidence-based parenting program
Bibliographic record
Abstract
BACKGROUND: Evidence-based family support programs such as the Triple P - Positive Parenting Program have the potential to enhance the well-being of children and families. However, they cannot achieve their expected outcomes if insufficient attention is paid to the implementation process. It has been demonstrated that practitioners' attitudes towards evidence-based programs (EBPs), perceived training needs and self-efficacy for working with parents influence implementation outcomes (e.g., program acceptability, adoption, adherence and sustainability). At the same time, the experience of being involved in the implementation process of an EBP could enhance practitioners' perceptions of the initiative. This study aimed to assess changes in practitioner's attitudes, perceived training needs and self-efficacy over a two-year EBP implementation process, in interaction with their appraisal of their organization's capacity to implement the EPB. METHODS: In the province of Quebec, Canada, Triple P was implemented and evaluated in two communities. Ninety-nine practitioners from various organizations completed questionnaires shortly before their training in Triple P and two years later. RESULTS: Findings show that practitioners who displayed more initial skepticism regarding their organization's capacity to implement the program reported greater improvements in attitudes over time, while practitioners who showed more optimism at baseline reported a greater decrease in their perceived training needs. Practitioners' self-efficacy increased moderately regardless of perceived organizational capacity. CONCLUSIONS: These results are encouraging given that more positive perceptions of EBPs could foster the systematic use of these programs in communities, for the potential benefit of a greater number of families.
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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 | 0.010 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".