Perceived knowledge needs of occupational therapists for evaluating seniors with cognitive impairments
Bibliographic record
Abstract
Aims This study describes the knowledge and tool needs identified by occupational therapists to improve their evaluation of older adults facing cognitive impairments and identify their preferred strategies for knowledge translation.Methods A descriptive qualitative study design was used. Four focus groups were conducted with 16 occupational therapists working with cognitively impaired older adults in institutional and community care settings. An inductive approach was used to analyze the thematic content of the interviews.Results Occupational therapists identified a need for up-to-date knowledge of cognitive systems and disorders and knowledge related to legal capacity and protection regimes. A need for short standardized performance-based tests was also identified. Preferred knowledge translation strategies included a combination of formal learning activities and peer interactions.Conclusion Occupational therapists require an up-to-date knowledge base and specialized tools to assess this population. Strategies to translate existing standardized performance-based instruments into practice may contribute to meeting these needs.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".