Evidence map›Paper›PMID 41229474›Full record

ArticleFrontiers in public health2025

How does emotional exhaustion among Chinese college students affect mental health? A mixed-methods study in Zhejiang, China.

Longyuan Jiang, Lefei Fang, Yuanqi Xu, Qinyu Zhang, Shujing Dai, Jiakun Tian, Wei Wu, Yuan Fang, Meili Zhang, Haiyan Yu

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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

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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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Longyuan Jiang *School of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Lefei Fang *School of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Yuanqi XuSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Qinyu ZhangSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Shujing DaiSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Jiakun TianSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Wei WuSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Yuan FangSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Meili ZhangSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.
Haiyan YuSchool of Medical Humanities and Management, Wenzhou Medical University, Wenzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study is based on the social ecology theory and clarifies how emotional exhaustion acts as a proximal mechanism to transmit macro cultural norms, meso institutions and need systems, and micro cognition and behavioral processes to the mental health of college students. Methods: We conducted a questionnaire survey in 26 universities in Zhejiang Province and received valid responses from 600 students. We used the covariance structural equation model to estimate direct effects and mediating effects, and used fuzzy set qualitative comparative analysis to identify asymmetric configurations sufficient to lead to high-risk outcomes. Results: The structural equation model showed that the culture of internal competition, academic pressure, employment pressure, rumination thinking, and negative personal behaviors significantly increased emotional exhaustion, while the laid-back culture and relationship needs were not significant. Emotional exhaustion significantly predicted poorer mental health and played a mediating role between each predictor and the outcome. The fuzzy set qualitative comparative analysis identified three types of paths. Discussion: The results collectively indicate that emotional exhaustion is a transmission hub in the social ecosystem. The evidence of symmetric mean effects and asymmetric configurations mutually corroborates, suggesting the necessity of multi-level intervention and hierarchical implementation.

Indexed as

EmotionsMental HealthStudentsAdolescentAdultChinaEmotional ExhaustionFemaleHumansMaleSurveys and QuestionnairesUniversitiesYoung Adultcollege studentsemotional exhaustionfsQCAmental healthSEMsocial ecological theory

Identifiers

PMID41229474
PMCPMC12602391

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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.