Perceptions of Writing and Communication Aid Use Among Children with a Physical Disability
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Children with physical disabilities (CPD) often experience decreased opportunities to participate in daily occupations. Occupational therapists (OTs) prescribe writing and communication aids; however, little is known about this population's perceptions of the technology. This qualitative study explored the perceptions that CPD had regarding their writing and communication aids. Children were interviewed; a focus group of one parent and two OTs provided context to the children's comments. Enablers and barriers to using communication aids were found. Participants reported a greater sense of pride, more self-confidence, and a greater sense of autonomy and productivity with the technology. Analysis of the interviews, focus group, and reflective notes resulted in a model showing how enablers and barriers of on-screen technology usage relates to occupational enhancement or occupational detriment. This study contributes to an understanding of the meaning that CPD associate with writing technology and the factors associated with usage.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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