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Network analysis of risk and protective factors for suicidal ideation in adolescents

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  • Peng, Xiaofan
  • Tang, Tiangui
  • Wu, Miao
  • Tan, Lei
  • Pan, Yangu

Abstract

Adolescent suicidal ideation is influenced by numerous risk and protective factors. However, the manner in which these factors jointly impact adolescent suicidal ideation remains unclear. This study used network analysis to evaluate the associations between common risk and protective factors and suicidal ideation among adolescents, and to identify the key pathways connecting them. The study included 1992 adolescents aged 12–18 years from 13 Chinese middle schools, and scores on several scales (evaluating Psychological Suzhi, Positive and Negative Emotions, Perceived Social Support, Suicidal Ideation, Negative Life Events) were used to construct a network model. We constructed two models: a regularized partial correlation network and a Bayesian directed acyclic graph (DAG). The findings were as follows: (1) family support, significant others’ support and positive emotions negatively predicted suicidal ideation among adolescents, while other life events and negative emotions positively predicted suicidal ideation. (2) Being punished and relationship stress indirectly enhanced suicidal ideation. (3) The cognitive quality of Psychological Suzhi was located upstream and had an important influence on the entire network according to the DAG. (4) Suicidal ideation was a terminal node.

Suggested Citation

  • Peng, Xiaofan & Tang, Tiangui & Wu, Miao & Tan, Lei & Pan, Yangu, 2024. "Network analysis of risk and protective factors for suicidal ideation in adolescents," Children and Youth Services Review, Elsevier, vol. 158(C).
    • Handle: RePEc:eee:cysrev:v:158:y:2024:i:c:s0190740924000306
    DOI: 10.1016/j.childyouth.2024.107458
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    References listed on IDEAS

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    1. Epskamp, Sacha & Cramer, Angélique O.J. & Waldorp, Lourens J. & Schmittmann, Verena D. & Borsboom, Denny, 2012. "qgraph: Network Visualizations of Relationships in Psychometric Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i04).
    2. Liu, Guoqing & Yang, Yiying & Wang, Yangqian & Zhao, Shouying & Cheng, Gang, 2023. "The trajectory of subjective social status and its influencing factors in the transition period of freshmen in senior high school," Children and Youth Services Review, Elsevier, vol. 148(C).
    3. Guan-Hao He & Esben Strodl & Wei-Qing Chen & Fan Liu & Alimila Hayixibayi & Xiang-Yu Hou, 2019. "Interpersonal Conflict, School Connectedness and Depressive Symptoms in Chinese Adolescents: Moderation Effect of Gender and Grade Level," IJERPH, MDPI, vol. 16(12), pages 1-16, June.
    4. Dan He & Mei Shi & Fang Yi, 2014. "Mediating Effects of Affect and Loneliness on the Relationship Between Core Self-evaluation and Life Satisfaction Among Two Groups of Chinese Adolescents," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 747-756, November.
    5. Yuntian Xie & Qian Yang & Fan Lei, 2023. "The Relationship of Internet Gaming Addiction and Suicidal Ideation among Adolescents: The Mediating Role of Negative Emotion and the Moderating Role of Hope," IJERPH, MDPI, vol. 20(4), pages 1-10, February.
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