Evidence map›Paper›PMID 41527124›Full record

ArticleBMC medical education2026

Emotional intelligence and its impact on the mental health of Chinese medical students: a questionnaire study.

Zhonghang Xu, Fenglin Chen, Wei Li, Zhongxin Xu, Xiaohua Shi

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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

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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

5 authors.

Zhonghang XuChina-Japan Union Hospital of Jilin University, No. 126, Xiantai Street, Changchun, 130033, Jilin Province, China.
Fenglin ChenChina-Japan Union Hospital of Jilin University, No. 126, Xiantai Street, Changchun, 130033, Jilin Province, China.
Wei LiChina-Japan Union Hospital of Jilin University, No. 126, Xiantai Street, Changchun, 130033, Jilin Province, China.
Zhongxin XuChina-Japan Union Hospital of Jilin University, No. 126, Xiantai Street, Changchun, 130033, Jilin Province, China.
Xiaohua ShiChina-Japan Union Hospital of Jilin University, No. 126, Xiantai Street, Changchun, 130033, Jilin Province, China. shixh0915@jlu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmotional intelligence (EI) is increasingly recognized as an essential competency in medical education, yet evidence on its determinants and its relationship with mental health among Chinese medical students remains limited. This study examined factors associated with EI, explored its associations with stress, anxiety, and depression, and assessed whether EI mediates gender differences in psychological outcomes.

methodsThe study involved undergraduate medical students from the 1st, 3rd, 5th, 7th, and 9th semesters at the Norman Bethune Health Science Center of Jilin University. An online questionnaire was administered, including sociodemographic questions and validated scales to assess perceived stress, anxiety, depression, and EI. Additional data on factors such as leadership experience and participation in competitive activities were also collected. Descriptive statistics, t-tests, ANOVA, Pearson correlations, and multivariate logistic regression analyses were used to evaluate associations. Mediation analyses tested whether EI mediated the relationship between gender and mental health indicators.

resultsA total of 1,376 medical students were included (mean EI = 4.86 ± 0.81). EI differed significantly by gender, academic semester, leadership experience, and competition participation (all p < 0.05). Students reporting stress (53%), anxiety (9%), or depression (18%) had markedly lower EI scores (all p < 0.001). Higher EI was independently associated with lower odds of stress (OR 0.20), anxiety (OR 0.14), and depression (OR 0.12) in adjusted models (all p < 0.001). Mediation analysis indicated that EI partially accounted for gender differences in psychological outcomes, explaining 36.4% of the total effect on anxiety and 38.3% on depression. These findings highlight the protective role of EI in medical students' mental health and its contribution to gender-related differences in psychological well-being.

conclusionsEI plays a protective role in the mental health of medical students and partially explains gender disparities in anxiety and depression. As EI is a modifiable competency, incorporating EI-focused training, leadership development, and experiential learning into medical curricula may strengthen students' emotional skills and psychological resilience. Future longitudinal and multi-institutional studies are needed to evaluate the long-term impact of EI-enhancing strategies within medical education.

Indexed as

Emotional IntelligenceMental HealthStudents, MedicalAdultAnxietyChinaDepressionEast Asian PeopleEducation, Medical, UndergraduateFemaleHumansMaleSex FactorsStress, PsychologicalSurveys and QuestionnairesYoung AdultEmotional intelligenceMedical studentsMental healthQuestionnaire

Identifiers

PMID41527124
PMCPMC12888440

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.