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中心性抑郁-焦虑症状与抑郁大学生自杀意念的关联——一种网络分析方法

Centrality depression-anxiety symptoms linked to suicidal ideation among depressed college students--A network approach.

作者信息

Tao Yanqiang, Wang Shujian, Tang Qihui, Ma Zijuan, Zhang Liang, Liu Xiangping

机构信息

Faculty of Psychology, Beijing Normal University, Beijing, China.

Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Beijing, China.

出版信息

Psych J. 2023 Oct;12(5):735-745. doi: 10.1002/pchj.668. Epub 2023 Jul 11.

Abstract

The long-term effects of the COVID-19 pandemic have caused severe mental health problems among college students, which can eventually cause suicidal ideation. Therefore, through network analysis, this study aims to explore the new characteristics of the depression-anxiety symptom network that arose during the long-term lockdown of the COVID-19 pandemic and to identify the most influential symptoms linked to suicidal ideation. We used a Patient Health Questionnaire (PHQ-9) score above 10 as the cutoff and screened 622 participants with an inclination toward depressive disorders from 7976 college students, and then divided the sample into suicidal and nonsuicidal groups based on the presence or absence of suicidal ideation. The General Anxiety Disorder scale (GAD-7) was also used. Network analysis was used to identify the network structure of anxiety-depression and which symptoms were directly related to suicidal ideation in the network. The prevalence of depression and anxiety among Chinese college students in the late stage of the COVID-19 pandemic was 7.8% and 17.8%, respectively. The most central symptoms in the nonsuicidal group were "excessive worry," "uncontrollable worry," and "nervousness," and in the suicidal group they were "excessive worry," "motor function," and "irritability." The network of the suicidal group was denser than that of the nonsuicidal group. The most influential symptom directly related to suicidal ideation was "guilt." The most influential central symptom of depression-anxiety comorbidity characteristics of Chinese adolescents showed a tendency to shift from depression-oriented (i.e., sad mood) to anxiety-oriented (i.e., excessive worry) with the continuation of the COVID-19 pandemic. Treatments or interventions focused on these critical symptoms could be useful in preventing college students from suicide risk.

摘要

新冠疫情的长期影响已在大学生中引发了严重的心理健康问题,最终可能导致自杀意念。因此,本研究旨在通过网络分析,探索新冠疫情长期封锁期间出现的抑郁 - 焦虑症状网络的新特征,并确定与自杀意念相关的最具影响力的症状。我们将患者健康问卷(PHQ - 9)得分高于10分作为临界值,从7976名大学生中筛选出622名有抑郁障碍倾向的参与者,然后根据是否有自杀意念将样本分为自杀组和非自杀组。同时还使用了广泛性焦虑障碍量表(GAD - 7)。通过网络分析来确定焦虑 - 抑郁的网络结构以及网络中哪些症状与自杀意念直接相关。新冠疫情后期中国大学生中抑郁和焦虑的患病率分别为7.8%和17.8%。非自杀组中最核心的症状是“过度担忧”“无法控制的担忧”和“紧张”,自杀组中则是“过度担忧”“运动功能”和“易怒”。自杀组的网络比非自杀组更密集。与自杀意念直接相关的最具影响力的症状是“内疚”。随着新冠疫情的持续,中国青少年抑郁 - 焦虑共病特征中最具影响力的核心症状呈现出从以抑郁为主(即情绪低落)向以焦虑为主(即过度担忧)转变的趋势。针对这些关键症状的治疗或干预措施可能有助于预防大学生的自杀风险。

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