Temporal network of experience sampling methodology identifies sleep disturbance as a central symptom in generalized anxiety disorder.

Journal: BMC psychiatry

Volume: 24

Issue: 1

Year of Publication: 2024

Affiliated Institutions:  Mental Health Education Center, Chengdu University, , Chengdu, China. University of Amsterdam, WB, Amsterdam, the Netherlands. Xijing Hospital, Air Force Medical University, , Xi'an, China. Brain Park, School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, , Clayton, VIC, Australia. Department of Psychology, Army Medical University, , Chongqing, China. Department of Psychology, Renmin University of China, , Beijing, China. School of Psychology, Capital Normal University, , Beijing, China. Department of Military Medical Psychology, Air Force Medical University, , Xi'an, China. Military Psychology Section, Logistics University of PAP, , Tianjin, China. Department of Military Medical Psychology, Air Force Medical University, , Xi'an, China. sjwu@fmmu.edu.cn. Military Psychology Section, Logistics University of PAP, , Tianjin, China. rl_fmmu@.com.

Abstract summary 

A temporal network of generalized anxiety disorder (GAD) symptoms could provide valuable understanding of the occurrence and maintenance of GAD. We aim to obtain an exploratory conceptualization of temporal GAD network and identify the central symptom.A sample of participants (n = 115) with elevated GAD-7 scores (Generalized Anxiety Disorder 7-Item Questionnaire [GAD-7] ≥ 10) participated in an online daily diary study in which they reported their GAD symptoms based on DSM-5 diagnostic criteria (eight symptoms in total) for 50 consecutive days. We used a multilevel VAR model to obtain the temporal network.In temporal network, a lot of lagged relationships exist among GAD symptoms and these lagged relationships are all positive. All symptoms have autocorrelations and there are also some interesting feedback loops in temporal network. Sleep disturbance has the highest Out-strength centrality.This study indicates how GAD symptoms interact with each other and strengthen themselves over time, and particularly highlights the relationships between sleep disturbance and other GAD symptoms. Sleep disturbance may play an important role in the dynamic development and maintenance process of GAD. The present study may develop the knowledge of the theoretical model, diagnosis, prevention and intervention of GAD from a temporal symptoms network perspective.

Authors & Co-authors:  Peng Yuan Wei Liu Li Wei Yuan Guo Wu Feng Zhou Li Yang Liu Wu Ren

Study Outcome 

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Statistics
Citations :  American Psychiatric Association . Diagnostic and statistical manual of mental disorders. 5. Washington DC: American Psychiatric Association; 2013.
Authors :  16
Identifiers
Doi : 241
SSN : 1471-244X
Study Population
Male,Female
Mesh Terms
Humans
Other Terms
Experience sampling methodology;Generalized anxiety disorder;Multilevel vector autoregression;Network analysis;Sleep disturbance
Study Design
Study Approach
Country of Study
Publication Country
England