Impact of nursing guidelines on nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates
Bibliographic record
Abstract
Background: Ventilator Associated Pneumonia (VAP) is a common syndrome in pediatrics primarily in infants and early childhood. Mechanical ventilation is one of the leading supportive modalities of management in the intensive care unit, but it conveys a lot of threats and complications. This study aimed to assess the impact of nursing guidelines on nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates through the following: 1) Assessment of nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates. 2) Designing, implementing and evaluating the impact of nursing guidelines on nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates.Methods: Research design: A quasi-experimental design was utilized to conduct this study. Settings: The study was convoyed at Maternity & Gynecological and Children’s Hospitals affiliated to Ain shams University Hospitals from neonatal intensive care units. Sample: A convenient sample method of forty three (43) nurses, and fifty (50) neonates’ infants on mechanical ventilation was included in the study as a single study group. Tools: The questionnaire format, the observation checklist and implementation of nursing guidelines was assessed the nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates. The implementation of nursing guidelines was premeditated as reference guidelines for nurses.Results: There were statistically significant differences between mean scores of the pre and post test as regards nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates.Conclusions: Application of the nursing guidelines has a positive outcome on improving nurses’ knowledge and performance regarding to prevention of ventilator associated pneumonia in neonates. Recommendations: The current study recommended that directing a written protocol for prevention of ventilator associated pneumonia in neonates to support satisfactory knowledge, and competent practices are actually required at neonatal intensive care units.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.033 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".