Through the Looking Glass: Parental Group Experiences Observing Sensory Motor Therapy
Bibliographic record
Abstract
OBJECTIVE: The benefits of group therapy in pediatric rehabilitation have been identified. However, a unique small group occupational therapy model with a large emphasis on parental group education and observation of their children has not been extensively studied. In this model, parents observe their child's sensory motor group therapy through a one-way mirror and work with the occupational therapist together after each session, to receive education and develop strategies. In other models, parents sit in the waiting room or observe without working with an occupational therapist as a group afterwards. METHOD: A descriptive qualitative study was conducted to explore the parental experiences of observing and receiving information as a group regarding their child's participation in sensory motor group therapy. Individual in-depth interviews were conducted with ten parents who observed their children together through a one-way mirror during their children's therapy. Conventional thematic content analysis was used to analyze the interview transcripts to determine themes. Ten parents were interviewed. RESULTS: . Parents enjoyed and perceived benefits for themselves and their children from the opportunity to observe sessions and receive information as a group during therapy. CONCLUSION: The experiences of parents in this group model suggest that knowledge translation and provision of support to parents and their children regarding their sensory motor needs are beneficial. Administrators may appreciate additional gains of reducing costs and improving access to service.
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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 | 0.000 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| 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".