Practices and views of occupational therapists in Nova Scotia regarding wheelchair-skills training for clients and their caregivers: an online survey
Bibliographic record
Abstract
Purpose: To determine the extent to which Occupational Therapists (OTs) in Nova Scotia (NS) conduct wheelchair skills training, the nature of training and the OTs’ perceptions on training. Materials and methods: Anonymous online survey. Results: We received 110 responses from OTs living in NS and involved in direct patient care, 96 (93%) of whom reported helping clients obtain manual wheelchairs. Of the OTs who responded to the question “…do you typically provide wheelchair-skills training…?”, 40 (43.5%) answered “Yes, usually” for clients and 40 (46.0%) for caregivers. The median duration of training sessions for clients and caregivers was 30 and 20 min; the median number of sessions was 2 and 1. Regarding the importance of training, 65 (73.9%) OTs answered “Very important” and 22 (25%) “Somewhat important” for clients and 55 (64.0%) answered “Very important” and 29 (33.7%) “Somewhat important” for caregivers. About one-third of OTs considered themselves adequately prepared for the trainer role. A variety of barriers and facilitators to training were identified. Trainers were significantly more likely than non-trainers to consider wheelchair skills training as important (p = .0003 for clients and p = .0039 for caregivers) and to consider themselves adequately prepared for the trainer role (p = .002 for clients and .003 for caregivers). Conclusions: Only a minority of NS OTs usually provide wheelchair-skills training for clients or their caregivers and the training provided is minimal, despite a majority who consider such training to be important. Only about one-third of OTs feel prepared for the training role.Implications for rehabilitationOnly a minority of Occupational Therapists (OTs) in Nova Scotia, Canada usually provide wheelchair-skills training for clients or their caregivers.The training that is provided is minimal.A majority of OTs consider such training to be important.Only about one-third of OTs feel prepared for the training role. Only a minority of Occupational Therapists (OTs) in Nova Scotia, Canada usually provide wheelchair-skills training for clients or their caregivers. The training that is provided is minimal. A majority of OTs consider such training to be important. Only about one-third of OTs feel prepared for the training role.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".