Network analysis of comorbid insomnia and depressive symptoms among psychiatric practitioners during the COVID-19 pandemic

被引:11
|
作者
Zhao, Na [1 ,2 ,3 ]
Zhao, Yan-Jie [1 ,2 ,4 ,5 ]
An, Fengrong [6 ,7 ]
Zhang, Qinge [6 ,7 ]
Sha, Sha [6 ,7 ]
Su, Zhaohui [8 ]
Cheung, Teris [9 ]
Jackson, Todd [10 ]
Zang, Yu-Feng [3 ]
Xiang, Yu-Tao [1 ,2 ,4 ,5 ,11 ]
机构
[1] Univ Macau, Dept Publ Hlth, Unit Psychiat, Med Adm, Zhuhai, Peoples R China
[2] Univ Macau, Inst Translat Med, Fac Hlth Sci, Zhuhai, Peoples R China
[3] Hangzhou Normal Univ, Inst Psychol Sci, Ctr Cognit & Brain Disorders, Hangzhou, Peoples R China
[4] Univ Macau, Ctr Cognit & Brain Sci, Macau, Peoples R China
[5] Univ Macau, Inst Adv Studies Humanities & Soc Sci, Macau, Peoples R China
[6] Capital Med Univ, Beijing Key Lab Mental Disorders, Beijing Anding Hosp, Natl Clin Res Ctr Mental Disorders,Natl Ctr Mental, Beijing, Peoples R China
[7] Capital Med Univ, Adv Innovat Ctr Human Brain Protect, Beijing, Peoples R China
[8] Southeast Univ, Sch Publ Hlth, Nanjing, Peoples R China
[9] Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R China
[10] Univ Macau, Dept Psychol, Macau, Peoples R China
[11] Avenida Univ, Univ Macau, Fac Hlth Sci, 1-F,Bldg E12, Macau, Peoples R China
来源
JOURNAL OF CLINICAL SLEEP MEDICINE | 2023年 / 19卷 / 07期
关键词
insomnia; depression; network analysis; COVID-19; epidemiology; SEVERITY INDEX; MENTAL-HEALTH; FATIGUE; ASSOCIATION; PREVALENCE; DISORDERS; VALIDITY; SLEEP; MODEL; PHQ-9;
D O I
10.5664/jcsm.10586
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Study Objectives: Insomnia and depression are common mental health problems reported by mental health professionals during the COVID-19 pandemic. Network analysis is a fine-grained approach used to examine associations between psychiatric syndromes at a symptom level. This study was designed to elucidate central symptoms and bridge symptoms of a depression-insomnia network among psychiatric practitioners in China. The identification of particularly important symptoms via network analysis provides an empirical foundation for targeting specific symptoms when developing treatments for comorbid insomnia and depression within this population. Methods: A total of 10,516 psychiatric practitioners were included in this study. The Insomnia Severity Index (ISI) and 9-item Patient Health Questionnaire (PHQ-9) were used to estimate prevalence rates of insomnia and depressive symptoms, respectively. Analyses also generated a network model of insomnia and depression symptoms in the sample. Results: Prevalence rates of insomnia (ISI total score & GE;8), depression (PHQ-9 total score & GE;5) and comorbid insomnia and depression were 22.2% (95% confidence interval: 21.4-22.9%), 28.5% (95% confidence interval: 27.6-29.4%), and 16.0% (95% confidence interval: 15.3-16.7%), respectively. Network analysis revealed that "Distress caused by sleep difficulties" (ISI7) and "Sleep maintenance" (ISI2) had the highest strength centrality, followed by "Motor dysfunction" (PHQ8) and "Sad mood" (PHQ2). Furthermore, the nodes "Sleep dissatisfaction" (ISI4), "Fatigue" (PHQ4), and "Motor dysfunction" (PHQ8) had the highest bridge strengths in linking depression and insomnia communities. Conclusions: Both central and bridge symptoms (ie, Distress caused by sleep difficulties, Sleep maintenance, Motor dysfunction, Sad mood, Sleep dissatisfaction, and Fatigue) should be prioritized when testing preventive measures and specific treatments to address comorbid insomnia and depression among psychiatric practitioners during the COVID-19 pandemic.
引用
收藏
页码:1271 / 1279
页数:9
相关论文
共 50 条
  • [1] Network Analysis of Comorbid Anxiety and Insomnia Among Clinicians with Depressive Symptoms During the Late Stage of the COVID-19 Pandemic: A Cross-Sectional Study
    Cai, Hong
    Zhao, Yan-jie
    Xing, Xiaomeng
    Tian, Tengfei
    Qian, Wang
    Liang, Sixiang
    Wang, Zhe
    Cheung, Teris
    Su, Zhaohui
    Tang, Yi-Lang
    Ng, Chee H.
    Sha, Sha
    Xiang, Yu-Tao
    NATURE AND SCIENCE OF SLEEP, 2022, 14 : 1351 - 1362
  • [2] Network analysis of anxiety and depressive symptoms among nursing students during the COVID-19 pandemic*
    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
  • [3] Insomnia symptoms during the COVID-19 pandemic: an examination of biopsychosocial moderators
    Dzierzewski, Joseph M.
    Dautovich, Natalie D.
    Ravyts, Scott G.
    Perez, Elliottnell
    Soto, Pablo
    Donovan, Emily K.
    SLEEP MEDICINE, 2022, 91 : 175 - 178
  • [4] Network Analysis of Depressive Symptoms Among Residents of Wuhan in the Later Stage of the COVID-19 Pandemic
    Zhao, Na
    Li, Wen
    Zhang, Shu-Fang
    Yang, Bing Xiang
    Sha, Sha
    Cheung, Teris
    Jackson, Todd
    Zang, Yu-Feng
    Xiang, Yu-Tao
    FRONTIERS IN PSYCHIATRY, 2021, 12
  • [5] Sleepless in Solitude-Insomnia Symptoms Severity and Psychopathological Symptoms among University Students during the COVID-19 Pandemic in Poland
    Fila-Witecka, Karolina
    Malecka, Monika
    Senczyszyn, Adrianna
    Wieczorek, Tomasz
    Wieckiewicz, Mieszko
    Szczesniak, Dorota
    Piotrowski, Patryk
    Rymaszewska, Joanna
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (05)
  • [6] Prevalence of insomnia and its association with quality of life in caregivers of psychiatric inpatients during the COVID-19 pandemic: a network analysis
    Chen, Pan
    Zhao, Yan-Jie
    An, Feng-Rong
    Li, Xiao-Hong
    Lam, Mei Ieng
    Lok, Ka-In
    Wang, Yue-Ying
    Li, Jia-Xin
    Su, Zhaohui
    Cheung, Teris
    Ungvari, Gabor S.
    Ng, Chee H.
    Zhang, Qinge
    Xiang, Yu-Tao
    BMC PSYCHIATRY, 2023, 23 (01)
  • [7] Network analysis of depression, anxiety, insomnia and quality of life among Macau residents during the COVID-19 pandemic
    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
  • [8] Central Symptoms of Insomnia in Relation to Depression and COVID-19 Anxiety in General Population: A Network Analysis
    Cha, Eun Jung
    Jeon, Hong Jun
    Chung, Seockhoon
    JOURNAL OF CLINICAL MEDICINE, 2022, 11 (12)
  • [9] Predicting the Persistence of Insomnia Symptoms during the COVID-19 Pandemic
    Ta, Zachary
    Gilles, Allyson A.
    Parsinejad, Nasim
    Egger, Marlene J.
    Baron, Kelly Glazer
    BEHAVIORAL SLEEP MEDICINE, 2024, 22 (04) : 433 - 445
  • [10] Network analysis of anxiety and depressive symptoms during the COVID-19 pandemic in older adults in the United Kingdom
    Ramos-Vera, Cristian
    Garcia O'Diana, Angel
    Basauri-Delgado, Miguel
    Calizaya-Milla, Yaquelin E.
    Saintila, Jacksaint
    SCIENTIFIC REPORTS, 2024, 14 (01):