Evidence map›Paper›PMID 40739241›Full record

ArticleBMC nursing2025

Prioritizing delirium risk factors in nursing: a cross-sectional study using the analytic hierarchy process.

Özge Zeki, Perihan Güner, Mustafa Zeki, Mustafa Ozkaynak

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Article in BMC nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers 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

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Özge ZekiAmerican University of the Middle East, Egaila, 54200, Kuwait. ozge.zeki@aum.edu.kw.
Perihan GünerMental Health Nursing, School of Nursing, Istanbul Bilgi University, Istanbul, Turkey.
Mustafa ZekiCollege of Engineering and Technology, American University of the Middle East, Egaila, 54200, Kuwait.
Mustafa OzkaynakCollege of Nursing, Affiliate Faculty, Department of Biomedical Informatics, School of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDelirium is a complex neuropsychiatric syndrome characterized by acute and fluctuating disturbances in attention, cognition, and consciousness. Despite its significant impact on patient outcomes, a gap persists between clinical practice and evidence-based approaches for delirium prevention and management. This study aims to systematically explore nurses' perceptions of delirium risk factors, identify which factors they prioritize, and examine the reasoning behind their prioritization using the Analytic Hierarchy Process (AHP). By addressing these objectives, this study identified potential knowledge gaps in delirium prevention while examining the contributions and challenges of applying the AHP method in prioritizing delirium risk factors.

methodsA cross-sectional study was conducted with 234 nurses from five academic hospitals in Türkiye. Delirium risk factors were categorized into four main categories through the consensus of a panel of six experts with experience in delirium care and research. These finalized categories were used to develop an Analytic Hierarchy Process (AHP) questionnaire, enabling nurses to perform pairwise comparisons of the risk factors. Data collected through the AHP questionnaire were analysed using MATLAB software, and Consistency Ratios (CR) were calculated to ensure the reliability of the responses.

resultsNurses identified age > 65 (GW = 0.161), noisy hospital environment where patient stays (GW = 0.077), patient living alone (GW = 0.064), insufficient interaction with patient's relatives or caregivers (GW = 0.046), admission to intensive care unit following emergency surgery or physical trauma (GW = 0.041) and admission due to surgery (GW = 0.041) as significant risk factors. Other factors such as anemia (GW = 0.006), vision and/or hearing impairment (GW = 0.009), existing cardiovascular disorder (e.g., hypertension) (GW = 0.01) and patient being in a coma or medically induced coma (GW = 0.01) ranked lower. Over half of the nurses prioritized psychological causes, citing fear, anxiety, and stress as significant contributors to delirium.

conclusionsThe study reveals significant discrepancies between nurses' prioritization of delirium risk factors and established evidence. Psychological causes were emphasized over organic factors, highlighting potential knowledge gaps and challenges in delirium recognition. By applying the AHP methodology, this study provides reliable insights into nurses' perspectives on delirium risk factors. These findings can guide future educational programs and policy interventions to bridge gaps between evidence-based practices and clinical application, ultimately improving delirium prevention strategies in healthcare settings. Furthermore, this study underscores the contributions and challenges of employing the AHP method to prioritize delirium risk factors, providing valuable insights and methodological guidance for researchers seeking to adopt this approach in nursing studies. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

AHPAnalytic hierarchy processDecision makingDeliriumEvidence basedNursingPreventionRisk factors

Identifiers

PMID40739241
PMCPMC12312231

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.