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Symptom networks of COVID-19-related versus other potentially traumatic events in a global sample
The potential mental health consequences of the coronavirus disease 2019 (COVID-19) pandemic are widely acknowledged; however, limited research exists regarding the nature and patterns of stress responses to COVID-19-related potentially traumatic events (PTEs) and the convergence/divergence with res...
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Published in: | Journal of anxiety disorders 2021-12, Vol.84, p.102476-102476, Article 102476 |
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creator | Williamson, Rachel E. Hoeboer, Chris M. Primasari, Indira Qing, Yulan Coimbra, Bruno M. Hovnanyan, Ani Grace, Emma Olff, Miranda |
description | The potential mental health consequences of the coronavirus disease 2019 (COVID-19) pandemic are widely acknowledged; however, limited research exists regarding the nature and patterns of stress responses to COVID-19-related potentially traumatic events (PTEs) and the convergence/divergence with responses to other (non-COVID-19-related) PTEs. Network analysis can provide a useful method for evaluating and comparing these symptom structures. The present study includes 7034 participants from 86 countries who reported on mental health symptoms associated with either a COVID-19-related PTE (n = 1838) or other PTE (n = 5196). Using network analysis, we compared the centrality and connections of symptoms within and between each group. Overall, results show that the COVID-19-related network includes transdiagnostic symptom associations similar to networks tied to PTEs unrelated to the pandemic. Findings provide evidence for a shared centrality of depression across networks and theoretically consistent connections between symptoms. Network differences included stronger connections between avoidance-derealization and hypervigilance-depression in the COVID-19 network. Present findings support the conceptualization of psychological responses to pandemic-related PTEs as a network of highly interconnected symptoms and support the use of a transdiagnostic approach to the assessment and treatment of mental health challenges related to the COVID-19 pandemic.
•COVID-19-related potentially traumatic events reflect a diverse range of trauma types.•Psychological responses to COVID-19-related PTEs include highly connected transdiagnostic symptoms.•Symptom networks related to COVID-19 PTEs are similar to those of other PTEs.•Depression has the most and/or strongest connections with other symptoms in the network. |
doi_str_mv | 10.1016/j.janxdis.2021.102476 |
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•COVID-19-related potentially traumatic events reflect a diverse range of trauma types.•Psychological responses to COVID-19-related PTEs include highly connected transdiagnostic symptoms.•Symptom networks related to COVID-19 PTEs are similar to those of other PTEs.•Depression has the most and/or strongest connections with other symptoms in the network.</description><identifier>ISSN: 0887-6185</identifier><identifier>ISSN: 1873-7897</identifier><identifier>EISSN: 1873-7897</identifier><identifier>DOI: 10.1016/j.janxdis.2021.102476</identifier><identifier>PMID: 34560583</identifier><language>eng</language><publisher>Netherlands: Elsevier Ltd</publisher><subject>Anxiety ; COVID-19 ; Global mental health ; Humans ; Mental Health ; Network analysis ; Pandemics ; SARS-CoV-2 ; Stress responses</subject><ispartof>Journal of anxiety disorders, 2021-12, Vol.84, p.102476-102476, Article 102476</ispartof><rights>2021</rights><rights>Copyright © 2021. Published by Elsevier Ltd.</rights><rights>2021 Published by Elsevier Ltd. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c467t-9626852bd3530ddaf2e00e948d71f9a4935778e3ee9126d48bdaceaa58c75b8c3</citedby><cites>FETCH-LOGICAL-c467t-9626852bd3530ddaf2e00e948d71f9a4935778e3ee9126d48bdaceaa58c75b8c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34560583$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Williamson, Rachel E.</creatorcontrib><creatorcontrib>Hoeboer, Chris M.</creatorcontrib><creatorcontrib>Primasari, Indira</creatorcontrib><creatorcontrib>Qing, Yulan</creatorcontrib><creatorcontrib>Coimbra, Bruno M.</creatorcontrib><creatorcontrib>Hovnanyan, Ani</creatorcontrib><creatorcontrib>Grace, Emma</creatorcontrib><creatorcontrib>Olff, Miranda</creatorcontrib><title>Symptom networks of COVID-19-related versus other potentially traumatic events in a global sample</title><title>Journal of anxiety disorders</title><addtitle>J Anxiety Disord</addtitle><description>The potential mental health consequences of the coronavirus disease 2019 (COVID-19) pandemic are widely acknowledged; however, limited research exists regarding the nature and patterns of stress responses to COVID-19-related potentially traumatic events (PTEs) and the convergence/divergence with responses to other (non-COVID-19-related) PTEs. Network analysis can provide a useful method for evaluating and comparing these symptom structures. The present study includes 7034 participants from 86 countries who reported on mental health symptoms associated with either a COVID-19-related PTE (n = 1838) or other PTE (n = 5196). Using network analysis, we compared the centrality and connections of symptoms within and between each group. Overall, results show that the COVID-19-related network includes transdiagnostic symptom associations similar to networks tied to PTEs unrelated to the pandemic. Findings provide evidence for a shared centrality of depression across networks and theoretically consistent connections between symptoms. Network differences included stronger connections between avoidance-derealization and hypervigilance-depression in the COVID-19 network. Present findings support the conceptualization of psychological responses to pandemic-related PTEs as a network of highly interconnected symptoms and support the use of a transdiagnostic approach to the assessment and treatment of mental health challenges related to the COVID-19 pandemic.
•COVID-19-related potentially traumatic events reflect a diverse range of trauma types.•Psychological responses to COVID-19-related PTEs include highly connected transdiagnostic symptoms.•Symptom networks related to COVID-19 PTEs are similar to those of other PTEs.•Depression has the most and/or strongest connections with other symptoms in the network.</description><subject>Anxiety</subject><subject>COVID-19</subject><subject>Global mental health</subject><subject>Humans</subject><subject>Mental Health</subject><subject>Network analysis</subject><subject>Pandemics</subject><subject>SARS-CoV-2</subject><subject>Stress responses</subject><issn>0887-6185</issn><issn>1873-7897</issn><issn>1873-7897</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkU1v1DAQhi0EosvCTwD5yCWL7cQfuYDQ8lWpUg8FrpZjT1ovThxsZ2H_Pal2W5VTTyPNvPPOq3kQek3JhhIq3u02OzP-dT5vGGF06bFGiidoRZWsK6la-RStiFKyElTxM_Qi5x0hVBIhn6OzuuGCcFWvkLk6DFOJAx6h_InpV8axx9vLn-efKtpWCYIp4PAeUp6XUbmBhKdYYCzehHDAJZl5MMVbDPulmbEfscHXIXYm4GyGKcBL9Kw3IcOrU12jH18-f99-qy4uv55vP15UthGyVK1gQnHWuZrXxDnTMyAE2kY5SfvWNG3NpVRQA7SUCdeozhkLxnBlJe-Urdfo_dF3mrsBnF3iJBP0lPxg0kFH4_X_k9Hf6Ou416phtRDNYvD2ZJDi7xly0YPPFkIwI8Q5a8alEJyJRb5G_Ci1KeacoL8_Q4m-xaN3-oRH3-LRRzzL3puHGe-37ngsgg9HASyf2ntIOlsPowXnE9iiXfSPnPgHN1OmBg</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Williamson, Rachel E.</creator><creator>Hoeboer, Chris M.</creator><creator>Primasari, Indira</creator><creator>Qing, Yulan</creator><creator>Coimbra, Bruno M.</creator><creator>Hovnanyan, Ani</creator><creator>Grace, Emma</creator><creator>Olff, Miranda</creator><general>Elsevier Ltd</general><general>Published by Elsevier Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20211201</creationdate><title>Symptom networks of COVID-19-related versus other potentially traumatic events in a global sample</title><author>Williamson, Rachel E. ; Hoeboer, Chris M. ; Primasari, Indira ; Qing, Yulan ; Coimbra, Bruno M. ; Hovnanyan, Ani ; Grace, Emma ; Olff, Miranda</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c467t-9626852bd3530ddaf2e00e948d71f9a4935778e3ee9126d48bdaceaa58c75b8c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Anxiety</topic><topic>COVID-19</topic><topic>Global mental health</topic><topic>Humans</topic><topic>Mental Health</topic><topic>Network analysis</topic><topic>Pandemics</topic><topic>SARS-CoV-2</topic><topic>Stress responses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Williamson, Rachel E.</creatorcontrib><creatorcontrib>Hoeboer, Chris M.</creatorcontrib><creatorcontrib>Primasari, Indira</creatorcontrib><creatorcontrib>Qing, Yulan</creatorcontrib><creatorcontrib>Coimbra, Bruno M.</creatorcontrib><creatorcontrib>Hovnanyan, Ani</creatorcontrib><creatorcontrib>Grace, Emma</creatorcontrib><creatorcontrib>Olff, Miranda</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of anxiety disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Williamson, Rachel E.</au><au>Hoeboer, Chris M.</au><au>Primasari, Indira</au><au>Qing, Yulan</au><au>Coimbra, Bruno M.</au><au>Hovnanyan, Ani</au><au>Grace, Emma</au><au>Olff, Miranda</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Symptom networks of COVID-19-related versus other potentially traumatic events in a global sample</atitle><jtitle>Journal of anxiety disorders</jtitle><addtitle>J Anxiety Disord</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>84</volume><spage>102476</spage><epage>102476</epage><pages>102476-102476</pages><artnum>102476</artnum><issn>0887-6185</issn><issn>1873-7897</issn><eissn>1873-7897</eissn><abstract>The potential mental health consequences of the coronavirus disease 2019 (COVID-19) pandemic are widely acknowledged; however, limited research exists regarding the nature and patterns of stress responses to COVID-19-related potentially traumatic events (PTEs) and the convergence/divergence with responses to other (non-COVID-19-related) PTEs. Network analysis can provide a useful method for evaluating and comparing these symptom structures. The present study includes 7034 participants from 86 countries who reported on mental health symptoms associated with either a COVID-19-related PTE (n = 1838) or other PTE (n = 5196). Using network analysis, we compared the centrality and connections of symptoms within and between each group. Overall, results show that the COVID-19-related network includes transdiagnostic symptom associations similar to networks tied to PTEs unrelated to the pandemic. Findings provide evidence for a shared centrality of depression across networks and theoretically consistent connections between symptoms. Network differences included stronger connections between avoidance-derealization and hypervigilance-depression in the COVID-19 network. Present findings support the conceptualization of psychological responses to pandemic-related PTEs as a network of highly interconnected symptoms and support the use of a transdiagnostic approach to the assessment and treatment of mental health challenges related to the COVID-19 pandemic.
•COVID-19-related potentially traumatic events reflect a diverse range of trauma types.•Psychological responses to COVID-19-related PTEs include highly connected transdiagnostic symptoms.•Symptom networks related to COVID-19 PTEs are similar to those of other PTEs.•Depression has the most and/or strongest connections with other symptoms in the network.</abstract><cop>Netherlands</cop><pub>Elsevier Ltd</pub><pmid>34560583</pmid><doi>10.1016/j.janxdis.2021.102476</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Anxiety COVID-19 Global mental health Humans Mental Health Network analysis Pandemics SARS-CoV-2 Stress responses |
title | Symptom networks of COVID-19-related versus other potentially traumatic events in a global sample |
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