Case study on effect of household task participation on home, community, and work opportunities for a youth with multiple disabilities
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: This case study explored how household task engagement influenced participation in the home, community and work for a youth with multiple disabilities. PARTICIPANTS: Participants were the first author's single father and her brother, who has spina bifida and intellectual disability. METHODS: Researchers used a case study design with mixed methods. Quantitative repeated measures included the Canadian Occupational Performance Measure (COPM), the Children Helping Out: Responsibilities, Expectations, and Supports (CHORES), and the Arc's Self-determination Scale (SDS). Qualitative data was collected from interviews and observations and was analyzed using a constant comparison method. RESULTS: Visual analysis revealed gains in self-determination and in performance and satisfaction on the COPM. At follow-up, the father reported his son did more self-care household tasks and was more independent with these tasks. Family-care household task performance declined and father reported relatively no change in assistance. Qualitative findings illuminated the strategies and the processes that evolved through collaboration amongst the youth, the therapist, and the father. CONCLUSIONS: The son's competence with a daily household task increased positive perceptions of his capabilities that led to increased participation and independence in home, community, and work activities. Interventions addressing adaptations, development of self-determination skills, and parental education promoted these changes.
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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 | 0.000 |
| 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 it