Evidence map›Paper›PMID 40589648›Full record

ArticleFrontiers in psychiatry2025

Network characteristics of the youth's insomnia and emotional symptoms and their gender differences.

Chang Liu, Lie Zhou, Xiao-Xia Pi, Bo Liu, Xin-Feng Zhang, Wen-Can Wei, Suo-Cheng Nie

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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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4citing papers in PubMed
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1 · What the graph read from it

What it found

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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

7 authors.

Chang Liu *Mental Health Center of Yangtze University, Jingzhou, Hubei, China.
Lie Zhou *Mental Health Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Xiao-Xia PiDepartment of Psychiatry, Jingzhou Rongjun Special Care Hospital, Jingzhou, Hubei, China.
Bo LiuMental Health Center of Yangtze University, Jingzhou, Hubei, China.
Xin-Feng ZhangDepartment of Psychiatry, Jingzhou Rongjun Special Care Hospital, Jingzhou, Hubei, China.
Wen-Can WeiDepartment of Psychiatry, Pingtan Comprehensive Experimental Area Hospital, Pingtan, Fujian, 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 association between sleep disorders and symptoms of depression and anxiety in the youth and to analyze the influence of gender factors. Methods: Using the Mental Health Status Survey Questionnaire for Adolescent Students compiled by Professor Maosheng Ran, a survey was conducted and 7247 valid responses were collected (valid response rate of 79.11%). Integrating the Insomnia Severity Index(ISI), Patient Health Questionnaire(PHQ-9), and Generalized Anxiety Disorder Scale(GAD-7), network analysis was employed to assess the network structure, symptom associations, and gender differences related to insomnia, depression, and anxiety among youth. Results: In the network of insomnia, depression, and anxiety symptoms among youth, the highest strength centrality values were observed for "excessive worry," "fatigue," "sleep dissatisfaction," and "distress caused by sleep difficulties." Five bridge symptoms were identified: "fatigue," "nervousness," "suicidal ideation," "motor," and "guilt." Significant differences in network structures existed between genders, specifically in network invariance (M = 0.909, p = 0.025) and global strength (males = 75.155, females = 70.527; S = 4.628, p = 0.041). Additionally, males showed significantly higher bridge strength in "anhedonia" than females (p = 0.044). Conclusions: This study revealed that insomnia, anxiety, and depression symptoms among youth are closely interconnected. Core symptoms such as "excessive worry" and "sleep dissatisfaction," along with bridge symptoms like "fatigue," "nervousness," and "suicidal ideation," represent potential intervention targets, with fatigue playing a dual role in the network. Males require particular attention regarding the intervention of "anhedonia." Targeted improvement of these key symptoms may help break the cycle of comorbidity and provide precise directions for mental health interventions among young people.

Indexed as

anxietydepressiongender differencesinsomnianetwork analysisyouth

Identifiers

PMID40589648
PMCPMC12206766

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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.