Evidence map›Paper›PMID 41035959›Full record

ArticleFrontiers in psychiatry2025

Network characteristics of emotional resilience, anxiety, and depression among Chinese adolescents and their gender differences.

Chang Liu, Xiao-Xia Pi, Bo Liu, Li Zhang, Meng-Ying Luo, Yu-Jun Zhang, Xin-Feng Zhang, Suo-Cheng Nie

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

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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

8 authors.

Chang Liu *Mental Health Center of Yangtze University, Jingzhou, Hubei, China.
Xiao-Xia Pi *Department of Psychiatry, Jingzhou Rongjun Special Care Hospital, Jingzhou, Hubei, China.
Bo LiuMental Health Center of Yangtze University, Jingzhou, Hubei, China.
Li ZhangMental Health Center of Yangtze University, Jingzhou, Hubei, China.
Meng-Ying LuoDepartment of Psychiatry, Jingzhou Rongjun Special Care Hospital, Jingzhou, Hubei, China.
Yu-Jun ZhangMental Health Center of Yangtze University, Jingzhou, Hubei, China.
Xin-Feng ZhangDepartment of Psychiatry, Jingzhou Rongjun Special Care Hospital, Jingzhou, Hubei, China.
Suo-Cheng NieMental Health Center of Yangtze University, Jingzhou, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To explore the network structure of emotional resilience and anxiety-depressive symptoms in adolescents and identify gender differences in these networks. Method: A convenience sample of students from 21 middle schools in Jingzhou City was recruited for an online questionnaire survey. Emotional resilience, anxiety, and depression symptoms were assessed using the Adolescents' Emotional Resilience Questionnaire, Generalized Anxiety Disorder Scale (GAD-7), and Patient Health Questionnaire (PHQ-9), respectively. Network analysis was performed to construct a model of emotional resilience dimensions (GP: generate positive emotion, RN: recover from negativity) and anxiety-depressive symptoms, with key features identified via expected influence (EI) and bridge expected influence (bEI). Gender differences were tested using the Network Comparison Test. Results: A total of 17,499 adolescents were included. The prevalence of anxiety (GAD-7 ≥ 10) was 7.43% in males and 13.32% in females; depression (PHQ-9 ≥ 10) prevalence was 9.89% in males and 16.33% in females. Core symptoms included "uncontrollable worry," "depressed mood," and "psychomotor problems," while four bridge symptoms were identified: "GP," "RN," "restlessness," and "depressed mood. " Network structure (M=0.144, p < 0.001) and global strength (S=0.354, p < 0.001) differed significantly by gender. Conclusion: Adolescents need to develop emotional resilience in a balanced manner, and targeted interventions on core (e.g., "uncontrollable worry", "psychomotor problems") and bridge symptoms (e.g., "GP," "RN," "restlessness" and "depressed mood") in the context of anxiety and depression are crucial for preventing these conditions in youth.

Indexed as

adolescentsanxietydepressionemotional resiliencegender differencesnetwork analysis

Identifiers

PMID41035959
PMCPMC12479411

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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.