Exploring Physician Hand Hygiene Practices and Perceptions in 2 Community-Based Canadian Hospitals
Bibliographic record
Abstract
OBJECTIVE: The purpose of this study was to explore the self-reported hand hygiene practices and the predictors of hand hygiene among physicians in a midsize Canadian city. METHODS: A descriptive cross-sectional survey using self-report questionnaire administered to a complete list of 354 local physicians. Perception of proper compliance was defined in a participant if he/she indicated performance of hand hygiene before and after every patient contact at least 80% of the time. RESULTS: One hundred fifty-four physicians completed the questionnaire, yielding a 44.9% response rate. Only 45.3% of our sample reported performing preprocedure and postprocedure hand hygiene at least 80% of the time. Stepwise logistic regression results suggested that the variables "presence of hand hygiene auditing" (odds ratio [OR], 3.2; 95% confidence interval [CI], 1.47-6.91), "being too busy" (OR, 0.43; 95% CI, 0.20-0.90), "forgetfulness" (OR, 0.27; 95%, CI, 0.13-0.56), and "the perception that hand hygiene products are damaging to the skin" (OR, 0.31;95% CI, 0.11-0.88) were the only independent predictors of physician hand hygiene compliance. CONCLUSIONS: Hand hygiene compliance among physicians remains an issue. The findings emphasize the need of health-care institutions to prioritize hand hygiene by ensuring proper promotion and enforcement of current policies to all practicing HCPs.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".