Depression, anxiety, and insomnia symptoms among Chinese college students: A network analysis across pandemic stages

被引:27
作者
Li, Jiahong [1 ]
Luo, Cong [1 ]
Liu, Lili [1 ]
Huang, Andi [1 ]
Ma, Zijie [1 ]
Chen, Yujing [1 ]
Deng, Yishuai [1 ]
Zhao, Jingbo [1 ,2 ]
机构
[1] Southern Med Univ, Sch Publ Hlth, Dept Psychol, Guangzhou, Guangdong, Peoples R China
[2] Southern Med Univ, Mental Hlth Educ & Counseling Ctr, Sch Publ Hlth, Guangzhou, Peoples R China
关键词
Mental health; College students; Depression; Anxiety; Insomnia; Network analysis; COVID-19; PREVALENCE; DISORDER; ASSOCIATIONS; FATIGUE; YOUTH;
D O I
10.1016/j.jad.2024.04.023
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: As the stages of the COVID-19 pandemic evolved, the symptoms of depression, anxiety, and insomnia have increasingly manifested among Chinese college students. The aim of this study is to investigate the relationships between these symptoms through network analysis among Chinese college students during COVID19. Method: A three -wave cross-sectional survey was conducted at 22 colleges in Guangdong Province, involving 381,152 students during three specific time intervals: T1 (baseline, February 3 to 10, 2020), T2 (19 months after baseline, June 10 to 18, 2021), and T3 (37 months after baseline, March 15 to April 22, 2023). Depression (PHQ9), anxiety (GAD -7), and insomnia (YSIS) were used separately. We analyzed two key network indices: "Expected influence" and "Bridge expected influence". Network stability was assessed through a case -dropping bootstrap program. Result: The effective sample sizes for the three periods were as follows: T1 - 164,101 (103,645 females, 63.2 %), T2 - 86,767 (52,146 females, 60.1 %), and T3 - 130,284 (76,720 females, 58.9 %). Across these three periods, the key central symptoms were "Fatigue" (PHQ4), "Restlessness" (GAD5), "Uncontrollable worrying" (GAD2), "Worry too much" (GAD3) and "Sleep insufficiency" (YSIS6). Notably, "Fatigue" (PHQ4), "Restlessness" (GAD5) and "Irritability" (GAD6) consistently served as bridge symptoms. In the T1 and T2 period, "Motor" (PHQ8) acted as a bridge symptom but weakened in T3. Conclusion: Throughout the three periods, the mental health issues among Chinese college students displayed characteristics of somatization within the depression -anxiety -insomnia comorbidity network. Over time, anxiety symptoms appeared to become more prominent. Consequently, this study highlights the importance of accurately identifying and promptly intervening in these core symptoms of mental health among college students, as these symptoms may evolve across different stages of a pandemic.
引用
收藏
页码:54 / 63
页数:10
相关论文
共 69 条
[1]   Attention Problems and Restlessness as Transdiagnostic Markers of Severity and Treatment Response in Youth with Internalizing Problems [J].
Aitken, Madison ;
Andrade, Brendan F. .
RESEARCH ON CHILD AND ADOLESCENT PSYCHOPATHOLOGY, 2021, 49 (08) :1069-1082
[2]   Network analysis of depression, anxiety, insomnia and quality of life among Macau residents during the COVID-19 pandemic [J].
Bai, Wei ;
Zhao, Yan-Jie ;
Cai, Hong ;
Sha, Sha ;
Zhang, Qinge ;
Lei, Si-Man ;
Lok, Grace K. I. ;
Chow, Ines H. I. ;
Cheung, Teris ;
Su, Zhaohui ;
Jackson, Todd ;
Xiang, Yu-Tao .
JOURNAL OF AFFECTIVE DISORDERS, 2022, 311 :181-188
[3]   Anxiety and depressive symptoms in college students during the late stage of the COVID-19 outbreak: a network approach [J].
Bai, Wei ;
Cai, Hong ;
Liu, Shou ;
Chen, Xu ;
Sha, Sha ;
Cheung, Teris ;
Lin, Jessie Jingxia ;
Cui, Xiling ;
Ng, Chee H. ;
Xiang, Yu-Tao .
TRANSLATIONAL PSYCHIATRY, 2021, 11 (01)
[4]   Network analysis of anxiety and depressive symptoms among nursing students during the COVID-19 pandemic* [J].
Bai, Wei ;
Xi, Hai-Tao ;
Zhu, Qianqian ;
Ji, Mengmeng ;
Zhang, Hongyan ;
Yang, Bing-Xiang ;
Cai, Hong ;
Liu, Rui ;
Zhao, Yan-Jie ;
Chen, Li ;
Ge, Zong-Mei ;
Wang, Zhiwen ;
Han, Lin ;
Chen, Pan ;
Liu, Shuo ;
Cheung, Teris ;
Tang, Yi-Lang ;
Jackson, Todd ;
An, Fengrong ;
Xiang, Yu-Tao .
JOURNAL OF AFFECTIVE DISORDERS, 2021, 294 :753-760
[5]  
Bargal D., 2006, ACTION RES-LONDON, V4, P367, DOI DOI 10.1177/1476750306070101
[6]   Sequelae in adults at 12 months after mild-to-moderate coronavirus disease 2019 (COVID-19) [J].
Boscolo-Rizzo, Paolo ;
Guida, Francesco ;
Polesel, Jerry ;
Marcuzzo, Alberto Vito ;
Capriotti, Vincenzo ;
D'Alessandro, Andrea ;
Zanelli, Enrico ;
Marzolino, Riccardo ;
Lazzarin, Chiara ;
Antonucci, Paolo ;
Sacchet, Erica ;
Tofanelli, Margherita ;
Borsetto, Daniele ;
Gardenal, Nicoletta ;
Pengo, Martino ;
Tirelli, Giancarlo .
INTERNATIONAL FORUM OF ALLERGY & RHINOLOGY, 2021, 11 (12) :1685-1688
[7]  
Brown Lily A, 2023, Int J Environ Res Public Health, V20, DOI 10.3390/ijerph20054568
[8]   Worry about COVID-19 as a predictor of future insomnia [J].
Brown, Lily A. ;
Hamlett, Gabriella E. ;
Zhu, Yiqin ;
Wiley, Joshua F. ;
Moore, Tyler M. ;
DiDomenico, Grace E. ;
Visoki, Elina ;
Greenberg, David M. ;
Gur, Ruben C. ;
Gur, Raquel E. ;
Barzilay, Ran .
JOURNAL OF SLEEP RESEARCH, 2022, 31 (05)
[9]   WHO ends the COVID-19 public health emergency [J].
Burki, Talha .
LANCET RESPIRATORY MEDICINE, 2023, 11 (07) :588-588
[10]   Network analysis of depressive and anxiety symptoms in adolescents during the later stage of the COVID-19 pandemic [J].
Cai, Hong ;
Bai, Wei ;
Liu, Huanzhong ;
Chen, Xu ;
Qi, Han ;
Liu, Rui ;
Cheung, Teris ;
Su, Zhaohui ;
Lin, Jingxia ;
Tang, Yi-lang ;
Jackson, Todd ;
Zhang, Qinge ;
Xiang, Yu-Tao .
TRANSLATIONAL PSYCHIATRY, 2022, 12 (01)