A measure of parent engagement: plan appropriateness, partnering, and positive outcome expectancy in pediatric rehabilitation sessions
Bibliographic record
Abstract
PURPOSE: To examine the psychometric properties of a parent-report measure of engagement in pediatric rehabilitation. METHOD: 113 parents (of children 4 months to 18 years, varying in diagnoses) were recruited from standard outpatient/inpatient, early intervention, and life skills programs, sampled from different sites in Canada, the US, and Australia. Parents completed the Pediatric Rehabilitation Intervention Measure of Engagement-Parent version (PRIME-P) twice, after two therapy sessions approximately two weeks apart. Analyses examined factor structure, internal consistency, and test-retest reliability, and assessed construct validity hypotheses concerning participant characteristics and contextual factors. RESULTS: The resulting 11-item PRIME-P has three factors capturing engagement in terms of Plan Appropriateness, Partnering, and Positive Outcome Expectancy. The factors displayed strong internal consistency and test-retest reliability (Partnering demonstrated slightly weaker test-retest reliability). Construct validity was shown by significant associations between the PRIME-P scales and parents' presence versus absence during the sessions, as well as service providers' years of experience. CONCLUSIONS: The PRIME-P captures parent engagement as a multifaceted construct involving appropriateness of the therapy plan, a sense of active partnership in the intervention process, and an expectation for a positive outcome. The PRIME-P has promise for research, clinical practice, and educational purposes.IMPLICATIONS FOR REHABILITATIONThe PRIME-P is a psychometrically sound tool that fills a gap in how researchers and practitioners can measure the engagement of parents in the therapy process.To enhance parent engagement, service providers can encourage collaboration in planning, foster a sense of working in partnership, and convey a sense of hope.The findings point to the need to pay attention to parents' beliefs about the therapy plan and outcomes, in addition to their behavioral involvement.The PRIME-P is a promising tool for pediatric rehabilitation that can be used to investigate the role of a crucial, yet poorly understood variable in the therapy process.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".