Evidence-based-practice profile among physiotherapists: a cross-sectional survey in France
Bibliographic record
Abstract
Purpose To establish an inventory of the Evidence-Based Practice (EBP) among physiotherapists (PT) in France assessing EBP knowledge, perception, and utilisation in practice.Method A cross-sectional survey was performed using a French translation of the EBP2 questionnaire including the 5 EBP domains (Relevance, Terminology, Confidence, Practice and Sympathy). Participants completed the online survey from February 26th to August 31st, 2021. Scores were summarised by EBP domain for each participant. Pairwise Pearson’s correlations between domains scores and a hierarchical clustering on principal component analysis were conducted.Results In total, 542 participants were included in the analysis. Majority of participants were male with median age of 30 years (IQR: 26–36 years). Regarding EBP domain scores, PT perceived relevance of EBP but had difficulty to apply it in practice. Furthermore, positive correlations exist between the 5 domains. Participants were divided into three clusters. Those reporting poor scientific analysis skills and high barriers were older, less graduated, less trained in EBP and graduated earlier.Conclusion French PT perceived research to be important in their current practice and had a favourable opinion of EBP. However, they reported a lack of confidence, difficulty to understand terminology and to use it in practice. These findings and their profiles may help to improve PT’s EBP education in France.
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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 | 0.017 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".