A simulation-based network analysis of intervention targets for adolescent depressive and anxiety symptoms
文献类型:期刊论文
作者 | Li, Pengyuan1,2; Huang, Ningning1,2; Yang, Xiaoman1,2; Fang, Yuan1![]() ![]() |
刊名 | ASIAN JOURNAL OF PSYCHIATRY
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出版日期 | 2024-09-01 |
卷号 | 99页码:6 |
通讯作者邮箱 | yfangpsy@163.com (y. fang) ; chenzy@psych.ac.cn (z. chen) |
关键词 | Depressive symptoms Anxiety symptoms Alleviating interventions Aggravating interventions Chinese adolescents |
ISSN号 | 1876-2018 |
DOI | 10.1016/j.ajp.2024.104152 |
产权排序 | 1 |
文献子类 | 实证研究 |
英文摘要 | Although previous research has well explored central and bridge symptoms of mental health problems, little examined whether these symptoms can serve as effective targets for intervention practices. Based on the Ising model, this study constructed a network structure of depressive and anxiety symptoms. The NodeIdentifyR algorithm (NIRA) was used to simulate interventions within this network, examining the effects of alleviating or aggravating specific symptoms on the network's sum scores. In this study, a total of 15,569 participants were recruited from China (50.87 % females, M age = 13.44; SD = 0.97). The Ising model demonstrated that "sad mood" had the highest expected influence, and "irritability" had the highest bridge expected influence. Alleviating interventions suggested that decreasing the symptom value of "nervousness" resulted in the greatest projected reduction in network symptom activation, which may be a potential target symptom for treatment. Aggravating interventions indicated that elevating the symptom value of "sad mood" had the most projected increase in network activation, which may be a potential target for prevention. Additionally, network structure indices (e.g., central or bridge symptoms) need to be interpreted with more caution as intervention targets, since they may not be exactly the same. These findings enriched the comprehension of the depressive and anxiety network in Chinese adolescents, offering valuable insights for designing effective interventions. |
收录类别 | SCI |
WOS关键词 | DISORDER |
资助项目 | Informatization Plan of Chinese Academy of Sciences[CAS-WX2021PY-0204] ; China Postdoctoral Science Foundation[2021M703467] ; Special Research Assistant Program of the Chinese Academy of Sciences[E2CX0114] |
WOS研究方向 | Psychiatry |
WOS记录号 | WOS:001273235000001 |
出版者 | ELSEVIER |
资助机构 | Informatization Plan of Chinese Academy of Sciences ; China Postdoctoral Science Foundation ; Special Research Assistant Program of the Chinese Academy of Sciences |
源URL | [http://ir.psych.ac.cn/handle/311026/48540] ![]() |
专题 | 心理研究所_中国科学院心理健康重点实验室 |
通讯作者 | Fang, Yuan; Chen, Zhiyan |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, 16 Lincui Rd, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Li, Pengyuan,Huang, Ningning,Yang, Xiaoman,et al. A simulation-based network analysis of intervention targets for adolescent depressive and anxiety symptoms[J]. ASIAN JOURNAL OF PSYCHIATRY,2024,99:6. |
APA | Li, Pengyuan,Huang, Ningning,Yang, Xiaoman,Fang, Yuan,&Chen, Zhiyan.(2024).A simulation-based network analysis of intervention targets for adolescent depressive and anxiety symptoms.ASIAN JOURNAL OF PSYCHIATRY,99,6. |
MLA | Li, Pengyuan,et al."A simulation-based network analysis of intervention targets for adolescent depressive and anxiety symptoms".ASIAN JOURNAL OF PSYCHIATRY 99(2024):6. |
入库方式: OAI收割
来源:心理研究所
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