Department of Psychology, University of Miami, Coral Gables, Florida, USA.
Department of Psychiatry, Medical Campus, University of Colorado Anschutz, Aurora, Colorado, USA.
Depress Anxiety. 2022 Mar;39(3):211-219. doi: 10.1002/da.23241. Epub 2022 Jan 24.
Depression and anxiety disorders confer a significant public health concern for youth and their co-occurrence places youth at a higher risk for poorer psychosocial outcomes. In the present study, we use network analysis to investigate the role of and interactions among individual depression and anxiety symptoms in a treatment-seeking clinical sample.
We estimate regularized partial correlation networks for youth- and parent reported symptoms in a transdiagnostic sample of youth (N = 417, ages 8-18). We examined features of the symptom-level networks such as network stability, centrality, bridge symptoms, and communities in both youth- and parent-reported networks.
Results indicate stable networks with disorder-specific clustering, such that symptoms were more interconnected within compared to between disorders. Symptoms related to self-comparison to peers and negative views of the future were most central in both networks. Symptoms of depression and anxiety were connected by worries for the future and hopelessness in the youth-reported network, whereas self-comparison to peers and low self-efficacy were bridge symptoms in the parent network. Distinct symptom clusters emerged in the parent- and youth-reported networks.
Our findings indicate that negative self-evaluation, negative views of the future, and repetitive negative thinking more generally are influential symptoms in the presentation and co-occurrence of depression and anxiety and as such may be promising targets in the treatment and prevention of depression and anxiety in youth.
抑郁和焦虑障碍对年轻人的公共健康构成重大关注,而它们的同时存在使年轻人面临更糟糕的心理社会后果的风险更高。在本研究中,我们使用网络分析来研究个体抑郁和焦虑症状在寻求治疗的临床样本中的作用和相互作用。
我们对青年跨诊断样本(N=417,年龄 8-18 岁)的青年和家长报告的症状进行正则化部分相关网络估计。我们在青年和家长报告的网络中检查了症状水平网络的特征,例如网络稳定性、中心性、桥梁症状和社区。
结果表明,网络具有稳定的特定障碍聚类,使得症状在同一障碍内比在不同障碍之间更具互联性。与自我与同龄人比较和对未来的负面看法有关的症状在两个网络中都处于核心地位。在青年报告的网络中,抑郁和焦虑的症状通过对未来的担忧和绝望联系在一起,而在家长报告的网络中,自我与同龄人比较和自我效能感低则是桥梁症状。在家长和青年报告的网络中出现了不同的症状群。
我们的研究结果表明,负面自我评价、对未来的负面看法和重复的消极思维通常是抑郁和焦虑的表现和同时存在的重要症状,因此可能是青少年抑郁和焦虑治疗和预防的有前途的目标。