An occupational therapy community development practice process
Bibliographic record
Abstract
BACKGROUND.: Little research has focused on the application of the Canadian Practice Process Framework (CPPF) to occupational therapists' work in community development (CD). PURPOSE.: This study sought to describe Canadian occupational therapists' CD practice processes. METHOD.: Using interpretive description, Canadian occupational therapists engaged in CD practice participated in an initial interview and follow-up interview or focus group. Content analysis was used to analyze the data. FINDINGS.: Eight occupational therapists participated in describing a process that focused on five key elements: (1) getting to know the community, (2) getting the ball rolling/planning together, (3) building (upon) occupational opportunities, (4) revisiting the approach, and (5) striving for sustainability. These elements occurred within a practice context and frames of reference related to CD practice. IMPLICATIONS.: Participants outlined a process that was less discrete than the CPPF and highlighted the knowledge and skills needed along with the less tangible attitudes/approaches required to engage with communities.
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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 | 0.005 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".