Evidence map›Paper›PMID 42380974›Full record

ArticleBMC medical education2026

Emotional intelligence and critical thinking disposition across class levels in nursing students: a multi-group structural equation modeling study.

Muzelfe Biyik, Selmin Senol

Abstract read
In one paragraph

Article in BMC medical education, 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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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Muzelfe BiyikDepartment of Nursing Management, Faculty of Health Sciences, Kutahya Health Sciences University, Germiyan Campus, Afyon Road, 7th km, Kütahya, 43000, Türkiye. muzelfeuysal@gmail.com.ORCID http://orcid.org/0000-0002-8622-3541
Selmin SenolDepartment of Pediatric Nursing, Faculty of Health Sciences, Kütahya Health Sciences University, Kütahya , Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmotional intelligence and critical thinking disposition are essential competencies in nursing education, yet the nature of their relationship across different stages of training remains unclear. This study aimed to examine the structural relationship between emotional intelligence and critical thinking disposition among nursing students and to determine whether this relationship differs across class levels.

methodsA cross-sectional quantitative design was employed. The study included 458 nursing students enrolled in a public university. Data were collected using validated instruments measuring emotional intelligence and critical thinking disposition. Spearman correlation analysis and multi-group structural equation modelling were conducted to examine the structural relationship between the constructs and to test measurement invariance across class levels.

resultsEmotional intelligence was positively associated with critical thinking disposition. Structural equation modelling indicated a significant positive structural association between emotional intelligence and critical thinking disposition across all class levels, although the strength of this relationship varied between different stages of nursing education. Measurement invariance analysis supported the comparability of the constructs across groups.

conclusionsThe findings highlight the importance of emotional competence in fostering critical thinking disposition among nursing students. The observed variation in the strength of this relationship across educational stages suggests that nursing curricula should incorporate stage-specific strategies to enhance emotional intelligence, particularly during key transition periods such as the shift from classroom learning to clinical practice.

Indexed as

Emotional IntelligenceStudents, NursingThinkingAdultCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleYoung AdultCritical thinking dispositionEmotional intelligenceMeasurement invarianceNursing educationStructural equation modeling

Identifiers

PMID42380974
PMCPMC13591734

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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.