Evidence map›Paper›PMID 42466555›Full record

Observational studyJournal of the American Heart Association2026

Nontechnical Skills and Leadership Are Associated With More Efficient Mechanical Cardiopulmonary Resuscitation Deployment in Real-World Cardiac Arrest.

Chun-Ju Lien, Shuo-Kuen Huang, Jia-How Chang, Edward Pei-Chuan Huang

Abstract readObservational Study
In one paragraph

Observational study in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

4 authors.

Chun-Ju LienDepartment of Emergency Medicine National Taiwan University Hospital Hsin-Chu Branch Hsinchu Taiwan.ORCID 0009-0001-6417-876X
Shuo-Kuen HuangDepartment of Emergency Medicine National Taiwan University Hospital Hsin-Chu Branch Hsinchu Taiwan.ORCID 0000-0002-8524-6389
Jia-How ChangDepartment of Emergency Medicine National Taiwan University Hospital Hsin-Chu Branch Hsinchu Taiwan.ORCID 0000-0003-3545-4507
Edward Pei-Chuan HuangDepartment of Emergency Medicine National Taiwan University Hospital Hsin-Chu Branch Hsinchu Taiwan.ORCID 0000-0002-4800-2561

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMechanical cardiopulmonary resuscitation (MCPR) devices provide consistent compressions, yet guidelines discourage routine use partly because deployment can increase no-flow time. Although nontechnical skills improve manual CPR performance, their association with deployment safety during MCPR remains unclear. This study examined the association between nontechnical skills and cumulative no-flow time during MCPR deployment in real-world resuscitations.

methodsWe conducted a prospective observational study of video-recorded cardiac arrest events in a tertiary emergency department. NTS were assessed by trained raters using the Team Emergency Assessment Measure (TEAM). The primary outcome was the association between TEAM scores and cumulative no-flow time during deployment, analyzed with multivariable linear mixed-effects models adjusted for patient characteristics and team leader clustering. Secondary outcomes included MCPR deployment duration and other technical intervals.

resultsEighty-five eligible MCPR cases were analyzed. For each 1-point increase in TEAM global rating, cumulative no-flow time was 6 seconds shorter (95% CI, -10 to -1;

conclusionsHigher nontechnical skills ratings, particularly leadership, were associated with shorter cumulative no-flow time and greater operational efficiency during MCPR deployment. These findings support an association between team nontechnical performance and deployment efficiency in real-world mechanical resuscitation.

Indexed as

Cardiopulmonary ResuscitationClinical CompetenceHeart ArrestLeadershipAgedEmergency Service, HospitalFemaleHumansMaleMiddle AgedPatient Care TeamProspective StudiesTime FactorsVideo Recordingleadershipmechanical CPRnontechnical skillsresuscitationTeam Emergency Assessment Measure

Identifiers

PMID42466555
PMCPMC13477304

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.