Predictors to Private Practice Occupational Therapy Fieldwork Opportunities in Canada: New Evidence suggests New Solutions
Bibliographic record
Abstract
The study examined predictors to increasing and enhancing fieldwork education opportunities provided by occupational therapists working in private practice. A cross-sectional design that used a self-administered questionnaire was provided to Canadian occupational therapists in private practice. Participants receiving funding from the workers' compensation sector, those with between 11 and 20 years of work experience, and therapists working full-time hours were more likely to accept a student in fieldwork placement. Respondents who indicated that physical space and resources were not barriers to taking students on placement were more likely to accept students. Therapists more comfortable with the criteria and methods for appropriate and effective student teaching and supervision were also more likely to accept a student for fieldwork placement. The study findings can inform academic programs on how best to support preceptorship and guide university fieldwork coordinators' strategies for outreach and education for private practitioners.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".