Evidence-Based Practice Behaviours: A Comparison amongst Occupational Therapy Students and Clinicians
Bibliographic record
Abstract
BACKGROUND: Occupational therapy graduates are expected to demonstrate entry-level competencies in evidence-based practice. To support students during the course of professional education in developing the knowledge, skills, and attitudes for integrating scientific findings into clinical practice, educators must identify the process by which these competencies are developed. PURPOSE: To identify the differences in evidence-based practice decisions amongst occupational therapy students and experienced clinicians. METHODS: Using a vignette depicting an older client with a history of falls, participants' evidence-based practice decisions were compared to a reference model. RESULTS: In the initial steps of the process, knowledge of evidence-based practice concepts appeared to be dependent upon formal instruction, whereas expert-like behaviours in the integration of evidence for decision-making seemed to be a function of clinical experience. IMPLICATIONS: Academic and clinical educators can use identified gaps in knowledge and synthesis of concepts to update the evidence-based practice content in occupational therapy curricula and fieldwork.
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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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 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 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".