Evidence map›Paper›PMID 42761861›Full record

ArticleFrontiers in medicine2026

Enhancing nurses' competence in mechanical ventilation: a quasi-experimental study and its association with patient severity using APACHE II.

Noha Mohammed Ibrahim, Samia Eaid Elgazzar, Amany Ibrahim Ezz Eldin, Abdo Mansoor Alhusami, Mona Metwally El-Sayed, Mohamed Goda Elbqry, Fatma Mohamed Elmansy, Shereen Ahmed A Qalawa, Nasiru Mohammed Abdullahi, Saddam Ahmed Al-Ahdal and 2 more

Abstract read
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Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Noha Mohammed IbrahimDepartment of Nursing, College of Applied Medical Sciences, University of Bisha, Bisha, Saudi Arabia.
Samia Eaid ElgazzarDepartment of Medical-Surgical Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Amany Ibrahim Ezz EldinDepartment of Medical-Surgical Nursing, Inaya College of Nursing, Inaya Medical Colleges, Riyadh, Saudi Arabia.
Abdo Mansoor AlhusamiDepartment of Medical-Surgical Nursing, Inaya College of Nursing, Inaya Medical Colleges, Riyadh, Saudi Arabia.
Mona Metwally El-SayedDepartment of Community, Psychiatric, and Mental Health Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Mohamed Goda ElbqryDepartment of Medical-Surgical Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Fatma Mohamed ElmansyDepartment of Medical-Surgical Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Shereen Ahmed A QalawaDepartment of Medical-Surgical Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Nasiru Mohammed AbdullahiDepartment of Community, Psychiatric, and Mental Health Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Saddam Ahmed Al-AhdalDepartment of Medical-Surgical Nursing, College of Nursing, Qassim University, Buraydah, Saudi Arabia.
Hanadi DakhilallahDepartment of Nursing Administration and Education, College of Nursing, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.
Sheren Ebrahim El-Hag El-TahryDepartment of Medical-Surgical Nursing, Faculty of Nursing, Port-Said University, Port Said, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Mechanical ventilation is a cornerstone of intensive care, requiring ICU nurses to have adequate knowledge, competence, and skills to provide safe, evidence-based care. Although educational programs improve nurses' preparedness, evidence of their impact on patient outcomes remains limited. Aim: To assess ICU nurses' knowledge, professional competence, and clinical practice related to mechanical ventilation following participation in a structured educational program, and to explore the association between nursing competence and patient severity as measured by APACHE II scores. Methods: A quasi-experimental study design was conducted in the Egyptian Health Care Authority Hospitals in Port Said Governorate. A convenience sample was used. The study involved one group of ICU nurses evaluated pre- and post-educational program, and two separate cohorts of mechanically ventilated patients (50 each) admitted before and after intervention. Nurses and patients were not paired, and patient cohorts differed in case-mix profiles. Four validated assessment tools were utilized to measure nurses' knowledge, competence, clinical skills & patients' demographic and clinical data. Results: ICU nurses demonstrated significantly higher post-training scores in knowledge, professional competence, and clinical performance compared with their pre-training scores ( Conclusion: Participation in the educational program was associated with higher immediate post-training scores in ICU nurses' knowledge, professional competence, and clinical performance. The APACHE II scores of the pre- and post-intervention patient cohorts differed; however, this does not prove that the educational program had a direct impact on patient outcomes. Further multicenter studies with controlled designs are needed to better evaluate the relationship between educational interventions and patient outcomes.

Indexed as

APACHE II scorecompetencecritical care nursingmechanical ventilationnursing education

Identifiers

PMID42761861
PMCPMC13587796

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.