Chen Zhihan, Xiong Jiexi, Ma Hongfei, Hu Yunan, Bai Junni, Wu Hui, Wang Yang
Department of Social Medicine, College of Health Management, China Medical University, Shenyang, PR China.
SSM Popul Health. 2023 Nov 23;25:101567. doi: 10.1016/j.ssmph.2023.101567. eCollection 2024 Mar.
Network analysis provides a novel approach to discovering associations between mental disorders at the symptom level. This study aimed to examine the characteristics of the network of depression and anxiety symptoms and their associations with mobile phone addiction (MPA) among Chinese medical students during the late stage of the COVID-19 pandemic. A total of 553 medical students were included. Depression and anxiety symptoms and MPA were measured by the nine-item Patient Health Questionnaire (PHQ-9), the seven-item Generalized Anxiety Disorder Scale (GAD-7), and the Mobile Phone Addiction Index (MPAI), respectively. Central and bridge symptoms were identified with centrality indices and bridge centrality indices. Network stability was examined using the case-dropping procedure. "Uncontrollable worry", "restlessness" and "nervousness" were the central symptoms in the depression and anxiety network. "Restlessness" and "motor" were the most central bridge symptoms linking depression and anxiety. "Concentration", "anhedonia" and "sleep" were most strongly associated with MPA. "Uncontrollable worry", "restlessness", "nervousness," and "motor" may be the symptoms for interventions to target in medical students with comorbid depression and anxiety. From a network perspective, depressive symptoms may be more important than anxiety symptoms in medical students with MPA.
网络分析为在症状层面发现精神障碍之间的关联提供了一种新方法。本研究旨在探讨在新冠疫情后期中国医学生中抑郁和焦虑症状网络的特征及其与手机成瘾(MPA)的关联。共纳入553名医学生。抑郁和焦虑症状以及手机成瘾分别通过九项患者健康问卷(PHQ - 9)、七项广泛性焦虑障碍量表(GAD - 7)和手机成瘾指数(MPAI)进行测量。通过中心性指数和桥接中心性指数确定中心症状和桥接症状。使用逐个剔除病例的程序检验网络稳定性。“无法控制的担忧”“坐立不安”和“紧张”是抑郁和焦虑网络中的中心症状。“坐立不安”和“多动”是连接抑郁和焦虑的最核心桥接症状。“注意力不集中”“快感缺失”和“睡眠”与手机成瘾关联最为紧密。“无法控制的担忧”“坐立不安”“紧张”和“多动”可能是针对合并抑郁和焦虑的医学生进行干预的目标症状。从网络角度来看,在患有手机成瘾的医学生中,抑郁症状可能比焦虑症状更为重要。