Evidence map›Paper›PMID 42041946›Full record

ArticleClinics and practice2026

Evaluation of a Cognitive Aid Application to Improve Non-Technical Skills in Simulated Cardiopulmonary Resuscitation (CPR): A Randomised Controlled Trial.

Carlos Ramon Hölzing, Tristan Ernst, Thomas Wurmb, Tobias Grundgeiger, Patrick Meybohm, Oliver Happel

Abstract read
In one paragraph

Article in Clinics and practice, 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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0cells of the map it votes in
0citing papers 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

6 authors.

Carlos Ramon HölzingDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberdürrbacher Str. 6, 97080 Würzburg, Germany.ORCID 0000-0002-3732-6544
Tristan ErnstDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberdürrbacher Str. 6, 97080 Würzburg, Germany.
Thomas WurmbDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberdürrbacher Str. 6, 97080 Würzburg, Germany.
Tobias GrundgeigerPsychological Ergonomics, Julius-Maximilians-University of Würzburg, 97070 Würzburg, Germany.
Patrick MeybohmDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberdürrbacher Str. 6, 97080 Würzburg, Germany.ORCID 0000-0002-2666-8696
Oliver HappelDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberdürrbacher Str. 6, 97080 Würzburg, Germany.ORCID 0000-0001-7320-8521

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesThe success of cardiopulmonary resuscitation relies on both technical and non-technical skills. Cognitive aids, such as checklists, have been shown to enhance technical performance in emergencies. The aim of this study was to evaluate the capabilities of a cognitive aid app (CA-App) in improving non-technical skills.

methodsIn this single-centre randomised controlled trial, 62 teams, each consisting of an experienced physician and a specialised nurse, were randomised either to CA-App or control (No-App) groups performing cardiopulmonary resuscitation. The study was registered with the German Clinical Trials Register (DRKS) on 4 November 2025 (DRKS00038336). The primary outcome was the team leader's performance in non-technical skills, assessed via the validated Team Emergency Assessment Measure (TEAM™) questionnaire by two raters. Secondary analyses examined TEAM™ subdomains (leadership, teamwork, task management) and the correlation between app usage duration and performance.

results62 out of 67 teams were finally randomised, with 31 teams in each group. The CA-App group demonstrated a marginally elevated median TEAM™ total score (83.33%) in comparison to the control group (79.33%), although this difference was not statistically significant (

conclusionsThe CA-App demonstrated potential for improving leadership skills, a critical component of non-technical skills in emergency scenarios. These findings highlight the potential capability of cognitive aids to improve non-technical skills and the need for further research to explore their optimal design and integration into clinical practice to enhance team performance and patient safety.

Indexed as

clinical competenceemergency medicineleadershipmobile applicationspatient simulationresuscitation

Identifiers

PMID42041946
PMCPMC13115164

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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.