Evidence map›Paper›PMID 42306618›Full record

ArticleFrontiers in neurology

A data-driven evaluation of a train-the-trainer program for delirium management in ICUs: a mixed-methods study integrating multidimensional outcome metrics and qualitative insights.

Yadi Feng, Yuan Yuan, Ran Zhang, Xiaoping Yi, Yana Xing, Weixin Cai

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Article in Frontiers in neurology. 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

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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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yadi FengBeijing Tiantan Hospital, Capital Medical University, Beijing, China.
Yuan YuanBeijing Tiantan Hospital, Capital Medical University, Beijing, China.
Ran ZhangBeijing Tiantan Hospital, Capital Medical University, Beijing, China.
Xiaoping YiBeijing Tiantan Hospital, Capital Medical University, Beijing, China.
Yana XingBeijing Tiantan Hospital, Capital Medical University, Beijing, China.
Weixin CaiBeijing Tiantan Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Delirium remains a prevalent and serious complication in intensive care units (ICUs), yet the translation of evidence-based monitoring and management into routine nursing practice faces persistent implementation gaps. Sustainable and scalable educational strategies are urgently needed to address this challenge. Objectives: This study employed a mixed-methods approach to comprehensively evaluate the impact of a train-the-trainer (TTT) delirium education program using a multidimensional outcome framework. Quantitatively, we assessed changes in ICU nurses' competencies across the learning, behavior, and results levels of the Kirkpatrick model. Qualitatively, we explored the underlying experiential mechanisms and contextual drivers to explain the quantitative outcomes and inform program optimization. Methods: A mixed-methods quasi-experimental study with an embedded qualitative component was conducted in a tertiary ICU in China. Forty-seven nurses participated in the TTT program. Quantitative data acquisition included validated instruments for delirium knowledge assessment, standardized clinical simulation evaluations using the CAM-ICU tool, and the General Self-Efficacy Scale, collected at baseline and three months post-intervention. For qualitative data acquisition, semi-structured interviews were conducted with 12 purposively sampled nurses to explore experiential learning trajectories, behavioral drivers, and implementation barriers. Thematic analysis was guided by Social Cognitive Theory and performed using systematic coding procedures. Results: Quantitative analysis revealed statistically significant improvements across all outcome metrics: delirium knowledge scores ( Conclusion: The TTT program significantly enhanced ICU nurses' delirium care competencies, driven by simulation-based practice, repeated application, and peer teaching. Contextual challenges and the need for standardized video resources inform future implementation and fidelity considerations. This study provides a feasible, scalable framework for evidence-based delirium care.

Indexed as

data driven evaluationdeliriumimplementation scienceintensive care unitsKirkpatrick modelmixed methodsnursing educationsocial cognitive theory

Identifiers

PMID42306618
PMCPMC13265521

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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.