The Engaged Child in Occupational Therapy
Bibliographic record
Abstract
BACKGROUND.: Achieving optimal outcomes for children in occupational therapy settings is influenced, in part, by their engagement. The nature of child engagement from the occupational therapy perspective remains relatively unexplored. METHOD.: A qualitative research methodology was adopted, using an interpretive description approach. Thirty-two occupational therapists participated in five focus groups and six individual interviews that were thematically analyzed. FINDINGS.: Four themes emerged from the data: (i) signs of child engagement and disengagement; (ii) it's about the child feeling safe; (iii) a sense of meaning and purpose; and (iv) service and therapist factors influencing child engagement. IMPLICATIONS.: Helping the child feel safe; providing meaningful experiences; and being flexible and responsive were key means of connecting with, and supporting, child engagement. Strategies occupational therapists reportedly used to engage the child aligned with the tenets of self-determination theory (autonomy, relatedness, and competence).
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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 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".