Understanding paediatric rehabilitation therapists' lack of use of outcome measures
Bibliographic record
Abstract
PURPOSE: Despite widespread educational and promotional efforts, paediatric rehabilitation therapists still do not systematically or routinely use outcome measures. METHOD: A review of contextual and psychosocial factors affecting therapists' use of outcome measures was performed, incorporating information from past studies of barriers to therapists' use of measures and more recent information about measure use, knowledge brokering and expert practice. RESULTS: This cumulative and contextual overview provided insights into how many therapists may approach practice. Therapists' beliefs in the importance of establishing effective relationships may lead them to place less value on formal measurement, to adopt a less rigorous and more pragmatic approach to ascertaining whether outcomes are achieved, and to avoid measures that may show little improvement. CONCLUSIONS: A relational goal-oriented approach to practice is proposed in which therapists adopt a broader facilitative and educational role with families about the importance of the measurement 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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| 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".