Evidence map›Paper›PMID 42406754›Full record

ArticlePloS one2026

From noticing to reflection: A qualitative exploration of rapid cycle deliberate practice effects on electrocardiographic monitoring judgment in critical cardiac care nurses.

Jun Xie, Wenyu Yue, Xiaoyan Wu, Lili Wu

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Jun XieNursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Wenyu YueSchool of Nursing, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Xiaoyan WuNursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Lili WuNursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.ORCID https://orcid.org/0009-0008-8996-2367

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundElectrocardiographic interpretation competency among critical cardiac care nurses remains inadequate despite technological advances, creating patient safety concerns and alarm fatigue. Traditional nursing education utilizing didactic knowledge transmission has proven insufficient for developing time-critical electrocardiographic interpretation skills. Rapid cycle deliberate practice emerges as an innovative methodology integrating deliberate practice principles, immediate feedback, and psychologically safe environments through pause-coach-resume mechanisms.

methodsSemi-structured interviews utilized Tanner's clinical judgment model as the questioning framework, supplemented by field observations. Interviews explored experiences around the noticing-interpreting-responding-reflecting continuum, with analysis conducted using NVivo software following van Manen's methodology.

resultsFour interconnected themes emerged: shifting perceptual focus from fragmented data perception toward holistic pattern recognition; shifting cognitive models from mechanical matching toward integrating intuition and evidence; evolving response patterns from hesitant reactivity toward confident proactivity; and redefined professional role encompassing new professional identity, ethical responsibility, and continuous learning commitment.

conclusionsAnalysis through Tanner's clinical judgment framework suggested perceived multidimensional shifts within critical cardiac care nurses' clinical judgment processes, as reflected in participants' descriptions of changes transcending technical skill acquisition to encompass reconceptualizations of clinical reasoning, professional identity, and ethical responsibility. Notably, the psychologically safe environment created through the pause-coach-resume mechanism appeared central to enabling these perceived shifts. These findings indicate that effective competency development requires educational approaches addressing cognitive, behavioral, and identity dimensions simultaneously, with implications for institutional integration of rapid cycle deliberate practice into staff development and future longitudinal investigation of its effectiveness.

Indexed as

Critical Care NursingElectrocardiographyJudgmentNursesClinical CompetenceFemaleHumansQualitative Research

Identifiers

PMID42406754
PMCPMC13336174

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.