Comparison of mental health networks across different educational stages.

Saved in:
Bibliographic Details
Title: Comparison of mental health networks across different educational stages.
Authors: Wang, Siru (AUTHOR), Yu, Minglan (AUTHOR), Zhang, Xuemei (AUTHOR), Huang, Wenyi (AUTHOR), Wang, Tingting (AUTHOR), Liu, Kezhi (AUTHOR), Xiang, Bo (AUTHOR)
Source: European Child & Adolescent Psychiatry. Oct2025, Vol. 34 Issue 10, p3115-3123. 9p.
Subjects: Psychiatric epidemiology, Mental illness risk factors, Competency assessment (Law), Psychology of middle school students, High schools, Cross-sectional method, Risk assessment, Elementary schools, Paranoia, Research funding, Psychology of school children, Psychology of high school students, Kruskal-Wallis Test, Sex distribution, Mann Whitney U Test, Descriptive statistics, Anxiety, Psychological adaptation, Age distribution, Adolescent psychology, Academic achievement, Comparative studies, Data analysis software, Interpersonal relations, Teacher-student relationships, Child psychology, Pathological psychology, Mental depression
Geographic Terms: China
Abstract: Mental health concerns are growing more prevalent among students of school age. This study employed network analysis to view mental health problems as a network of interconnected symptoms, and to compare how these networks vary across different stages of school age. A sum of 60, 465 Chinese students in Grades 4 through 12 were selected to participate in the Middle School Student Mental Health Inventory (MMHI-60). The mental health network and bridge centrality were assessed through network analysis. Network comparison tests were performed to compare the networks among elementary, junior high, and senior high school students. 12.2% of elementary school students, 22.1% of junior high school students, and 24.9% of senior high school students exceeded the threshold for overall mental health issues as defined by the MMHI-60. The network analysis indicated that anxiety emerged consistently as a central dimension of mental health issues across all educational levels; paranoid ideation was prevalent in both junior and senior high school, whereas emotional disturbance was particularly characteristic of elementary school. Upon comparing the network structures, it was found that the mental health network connectivity was more pronounced among senior high school students, indicating closer associations between dimensions in this group. Identifying core mental health dimensions and their unique connections in school-aged students at each stage, especially the strong links between dimensions in senior high school students, is crucial for creating successful mental health dimension prevention and intervention strategies for students in educational settings. [ABSTRACT FROM AUTHOR]
Copyright of European Child & Adolescent Psychiatry is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Psychology and Behavioral Sciences Collection
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: pbh
DbLabel: Psychology and Behavioral Sciences Collection
An: 189168607
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Comparison of mental health networks across different educational stages.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Wang%2C+Siru%22">Wang, Siru</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yu%2C+Minglan%22">Yu, Minglan</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhang%2C+Xuemei%22">Zhang, Xuemei</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Huang%2C+Wenyi%22">Huang, Wenyi</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Tingting%22">Wang, Tingting</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liu%2C+Kezhi%22">Liu, Kezhi</searchLink> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xiang%2C+Bo%22">Xiang, Bo</searchLink> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22European+Child+%26+Adolescent+Psychiatry%22">European Child & Adolescent Psychiatry</searchLink>. Oct2025, Vol. 34 Issue 10, p3115-3123. 9p.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Psychiatric+epidemiology%22">Psychiatric epidemiology</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+illness+risk+factors%22">Mental illness risk factors</searchLink><br /><searchLink fieldCode="DE" term="%22Competency+assessment+%28Law%29%22">Competency assessment (Law)</searchLink><br /><searchLink fieldCode="DE" term="%22Psychology+of+middle+school+students%22">Psychology of middle school students</searchLink><br /><searchLink fieldCode="DE" term="%22High+schools%22">High schools</searchLink><br /><searchLink fieldCode="DE" term="%22Cross-sectional+method%22">Cross-sectional method</searchLink><br /><searchLink fieldCode="DE" term="%22Risk+assessment%22">Risk assessment</searchLink><br /><searchLink fieldCode="DE" term="%22Elementary+schools%22">Elementary schools</searchLink><br /><searchLink fieldCode="DE" term="%22Paranoia%22">Paranoia</searchLink><br /><searchLink fieldCode="DE" term="%22Research+funding%22">Research funding</searchLink><br /><searchLink fieldCode="DE" term="%22Psychology+of+school+children%22">Psychology of school children</searchLink><br /><searchLink fieldCode="DE" term="%22Psychology+of+high+school+students%22">Psychology of high school students</searchLink><br /><searchLink fieldCode="DE" term="%22Kruskal-Wallis+Test%22">Kruskal-Wallis Test</searchLink><br /><searchLink fieldCode="DE" term="%22Sex+distribution%22">Sex distribution</searchLink><br /><searchLink fieldCode="DE" term="%22Mann+Whitney+U+Test%22">Mann Whitney U Test</searchLink><br /><searchLink fieldCode="DE" term="%22Descriptive+statistics%22">Descriptive statistics</searchLink><br /><searchLink fieldCode="DE" term="%22Anxiety%22">Anxiety</searchLink><br /><searchLink fieldCode="DE" term="%22Psychological+adaptation%22">Psychological adaptation</searchLink><br /><searchLink fieldCode="DE" term="%22Age+distribution%22">Age distribution</searchLink><br /><searchLink fieldCode="DE" term="%22Adolescent+psychology%22">Adolescent psychology</searchLink><br /><searchLink fieldCode="DE" term="%22Academic+achievement%22">Academic achievement</searchLink><br /><searchLink fieldCode="DE" term="%22Comparative+studies%22">Comparative studies</searchLink><br /><searchLink fieldCode="DE" term="%22Data+analysis+software%22">Data analysis software</searchLink><br /><searchLink fieldCode="DE" term="%22Interpersonal+relations%22">Interpersonal relations</searchLink><br /><searchLink fieldCode="DE" term="%22Teacher-student+relationships%22">Teacher-student relationships</searchLink><br /><searchLink fieldCode="DE" term="%22Child+psychology%22">Child psychology</searchLink><br /><searchLink fieldCode="DE" term="%22Pathological+psychology%22">Pathological psychology</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+depression%22">Mental depression</searchLink>
– Name: SubjectGeographic
  Label: Geographic Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22China%22">China</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Mental health concerns are growing more prevalent among students of school age. This study employed network analysis to view mental health problems as a network of interconnected symptoms, and to compare how these networks vary across different stages of school age. A sum of 60, 465 Chinese students in Grades 4 through 12 were selected to participate in the Middle School Student Mental Health Inventory (MMHI-60). The mental health network and bridge centrality were assessed through network analysis. Network comparison tests were performed to compare the networks among elementary, junior high, and senior high school students. 12.2% of elementary school students, 22.1% of junior high school students, and 24.9% of senior high school students exceeded the threshold for overall mental health issues as defined by the MMHI-60. The network analysis indicated that anxiety emerged consistently as a central dimension of mental health issues across all educational levels; paranoid ideation was prevalent in both junior and senior high school, whereas emotional disturbance was particularly characteristic of elementary school. Upon comparing the network structures, it was found that the mental health network connectivity was more pronounced among senior high school students, indicating closer associations between dimensions in this group. Identifying core mental health dimensions and their unique connections in school-aged students at each stage, especially the strong links between dimensions in senior high school students, is crucial for creating successful mental health dimension prevention and intervention strategies for students in educational settings. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of European Child & Adolescent Psychiatry is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=pbh&AN=189168607
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s00787-025-02731-8
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 9
        StartPage: 3115
    Subjects:
      – SubjectFull: Psychiatric epidemiology
        Type: general
      – SubjectFull: Mental illness risk factors
        Type: general
      – SubjectFull: Competency assessment (Law)
        Type: general
      – SubjectFull: Psychology of middle school students
        Type: general
      – SubjectFull: High schools
        Type: general
      – SubjectFull: Cross-sectional method
        Type: general
      – SubjectFull: Risk assessment
        Type: general
      – SubjectFull: Elementary schools
        Type: general
      – SubjectFull: Paranoia
        Type: general
      – SubjectFull: Research funding
        Type: general
      – SubjectFull: Psychology of school children
        Type: general
      – SubjectFull: Psychology of high school students
        Type: general
      – SubjectFull: Kruskal-Wallis Test
        Type: general
      – SubjectFull: Sex distribution
        Type: general
      – SubjectFull: Mann Whitney U Test
        Type: general
      – SubjectFull: Descriptive statistics
        Type: general
      – SubjectFull: Anxiety
        Type: general
      – SubjectFull: Psychological adaptation
        Type: general
      – SubjectFull: Age distribution
        Type: general
      – SubjectFull: Adolescent psychology
        Type: general
      – SubjectFull: Academic achievement
        Type: general
      – SubjectFull: Comparative studies
        Type: general
      – SubjectFull: Data analysis software
        Type: general
      – SubjectFull: Interpersonal relations
        Type: general
      – SubjectFull: Teacher-student relationships
        Type: general
      – SubjectFull: Child psychology
        Type: general
      – SubjectFull: Pathological psychology
        Type: general
      – SubjectFull: Mental depression
        Type: general
      – SubjectFull: China
        Type: general
    Titles:
      – TitleFull: Comparison of mental health networks across different educational stages.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Wang, Siru
      – PersonEntity:
          Name:
            NameFull: Yu, Minglan
      – PersonEntity:
          Name:
            NameFull: Zhang, Xuemei
      – PersonEntity:
          Name:
            NameFull: Huang, Wenyi
      – PersonEntity:
          Name:
            NameFull: Wang, Tingting
      – PersonEntity:
          Name:
            NameFull: Liu, Kezhi
      – PersonEntity:
          Name:
            NameFull: Xiang, Bo
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 10
              Text: Oct2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 10188827
          Numbering:
            – Type: volume
              Value: 34
            – Type: issue
              Value: 10
          Titles:
            – TitleFull: European Child & Adolescent Psychiatry
              Type: main
ResultId 1