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The network structures of mental and behavioral problems among children and adolescents in China using propensity score matching: A comparison between one-child and multi-child families based on a nationwide survey
Chen, Meng Yi1,2; He, Fan3; Rao, Wen Wang4; Qi, Yanjie3; Rao, Shu Ying1; Ho, Tin Ian1; Su, Zhaohui5; Cheung, Teris6; Smith, Robert D.1; Ng, Chee H.7; Zheng, Yi3; Xiang, Yu Tao1,2
2024-09-01
Source PublicationJournal of Affective Disorders
ISSN0165-0327
Volume360Pages:206-213
Abstract

Background: Exploring networks of mental and behavioral problems in children and adolescents may identify differences between one-child and multi-child families. This study compared the network structures of mental and behavioral problems in children and adolescents in one-child families versus multi-child families based on a nationwide survey.

Methods: Propensity score matching (PSM) was used to match children and adolescents from one-child families with those from multi-child families. Mental and behavioral problems were assessed using the Achenbach's Child Behavior Checklist (CBCL) with eight syndromal subscales. In the network analysis, strength centrality index was used to estimate central symptoms, and case-dropping bootstrap method was used to assess network stability.

Results: The study included 39,648 children and adolescents (19,824 from one-child families and 19,824 from multi-child families). Children and adolescents from multi-child families exhibited different network structure and higher global strength compared to those from one-child families. In one-child families, the most central symptoms were “Social problems”, “Anxious/depressed” and “Withdrawn/depressed”, while in multi-child families, the most central symptoms were “Social problems”, “Rule-breaking behavior” and “Anxious/depressed”.

Conclusion: Differences in mental and behavioral problems among children and adolescents between one-child and multi-child families were found. To address these problems, interventions targeting “Social problems” and “Anxious/depressed” symptoms should be developed for children and adolescents in both one-child and multi-child families, while other interventions targeting “Withdrawn/depressed” and “Rule-breaking behavior” symptoms could be useful for those in one-child and multi-child families, respectively.

KeywordAdolescents Children Mental Health Network Analysis
DOI10.1016/j.jad.2024.05.121
URLView the original
Language英語English
PublisherElsevier B.V.
Scopus ID2-s2.0-85194712948
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionFaculty of Health Sciences
INSTITUTE OF COLLABORATIVE INNOVATION
Institute of Translational Medicine
DEPARTMENT OF PUBLIC HEALTH AND MEDICINAL ADMINISTRATION
Corresponding AuthorNg, Chee H.; Zheng, Yi; Xiang, Yu Tao
Affiliation1.Unit of Psychiatry, Department of Public Health and Medicinal Administration, Institute of Translational Medicine, Faculty of Health Sciences, University of Macau, Macao SAR, China
2.Centre for Cognitive and Brain Sciences, University of Macau, Macao SAR, China
3.Advanced Innovation Center for Human Brain Protection, Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
4.Department of Preventive Medicine, Shantou University Medical College, Shantou, Guandong province, China
5.School of Public Health, Southeast University, Nanjing, China
6.School of Nursing, Hong Kong Polytechnic University, Hong Kong SAR, China
7.Department of Psychiatry, The Melbourne Clinic and St Vincent's Hospital, University of Melbourne, Richmond, Australia
First Author AffilicationFaculty of Health Sciences;  University of Macau
Corresponding Author AffilicationFaculty of Health Sciences;  University of Macau
Recommended Citation
GB/T 7714
Chen, Meng Yi,He, Fan,Rao, Wen Wang,et al. The network structures of mental and behavioral problems among children and adolescents in China using propensity score matching: A comparison between one-child and multi-child families based on a nationwide survey[J]. Journal of Affective Disorders, 2024, 360, 206-213.
APA Chen, Meng Yi., He, Fan., Rao, Wen Wang., Qi, Yanjie., Rao, Shu Ying., Ho, Tin Ian., Su, Zhaohui., Cheung, Teris., Smith, Robert D.., Ng, Chee H.., Zheng, Yi., & Xiang, Yu Tao (2024). The network structures of mental and behavioral problems among children and adolescents in China using propensity score matching: A comparison between one-child and multi-child families based on a nationwide survey. Journal of Affective Disorders, 360, 206-213.
MLA Chen, Meng Yi,et al."The network structures of mental and behavioral problems among children and adolescents in China using propensity score matching: A comparison between one-child and multi-child families based on a nationwide survey".Journal of Affective Disorders 360(2024):206-213.
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