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The current study filled this gap by exploring the prevalence, correlates, and network structure of PTSS as well as its association with suicidality from a network analysis perspective. A cross-sectional, national survey was conducted using a convenience sampling method on MHPs between January 22 and February 10, 2023. PTSS were assessed using the Post-Traumatic Stress Disorder Checklist-Civilian version, while suicidality was assessed using standardized questions related to ideation, plans, and attempts. Univariate and multivariate analyses examined correlates of PTSS. Network analysis explored the structure of PTSS and suicidality. The centrality index of \u201cExpected influence\u201d was used to identify the most central symptoms in the network, reflecting the relative importance of each node in the network. The \u201cflow\u201d function was adopted to identify specific symptoms that were directly associated with suicidality. A total of 10,647 MHPs were included. The overall rates of PTSS and suicidality were 6.7% (<jats:italic>n<\/jats:italic>\u2009=\u2009715; 95% CI\u2009=\u20096.2\u20137.2%) and 7.7% (<jats:italic>n<\/jats:italic>\u2009=\u2009821; 95% CI\u2009=\u20097.2\u20138.2%), respectively. Being married (OR\u2009=\u20091.523; <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001), quarantine experience (OR\u2009=\u20091.288; <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001), suicidality (OR\u2009=\u20093.750; <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001) and more severe depressive symptoms (OR\u2009=\u20091.229; <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001) were correlates of more PTSS. Additionally, higher economic status (e.g., good vs. poor: OR\u2009=\u20090.324; <jats:italic>P<\/jats:italic>\u2009=\u20090.001) and health status (e.g., good vs. poor: OR\u2009=\u20090.456; <jats:italic>P<\/jats:italic>\u2009&lt;\u20090.001) were correlates of reduced PTSS. PCL6 (\u201cAvoiding thoughts\u201d; EI\u2009=\u20091.189), PCL7 (\u201cAvoiding reminders\u201d; EI\u2009=\u20091.157), and PCL11 (\u201cFeeling emotionally numb\u201d; EI\u2009=\u20091.074) had the highest centrality, while PCL12 (\u201cNegative belief\u201d), PCL 16 (\u201cHypervigilance\u201d) and PCL 14 (\u201cIrritability\u201d) had the strongest direct, positive associations with suicidality. A high prevalence of lingering PTSS was found among MHPs immediately after China\u2019s \u201cDynamic Zero-COVID Policy\u201d was terminated. Avoidance and hyper-arousal symptoms should be monitored among at-risk MHPs after the COVID-19 pandemic and serve as potential targets for the prevention and treatment of PTSS in this population.<\/jats:p>","DOI":"10.1038\/s41398-023-02680-3","type":"journal-article","created":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T12:02:25Z","timestamp":1702641745000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Prevalence and network structure of post-traumatic stress symptoms and their association with suicidality among Chinese mental health professionals immediately following the end of China\u2019s Dynamic Zero-COVID Policy: a national survey"],"prefix":"10.1038","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7185-9363","authenticated-orcid":false,"given":"Pan","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng-Rong","family":"An","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaohui","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Teris","family":"Cheung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ka-In","family":"Lok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabor S.","family":"Ungvari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Todd","family":"Jackson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2906-0029","authenticated-orcid":false,"given":"Yu-Tao","family":"Xiang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinge","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,12,15]]},"reference":[{"key":"2680_CR1","doi-asserted-by":"publisher","first-page":"5314","DOI":"10.7150\/ijbs.75699","volume":"18","author":"W Bai","year":"2022","unstructured":"Bai W, Sha S, Cheung T, Su Z, Jackson T, Xiang Y-T. 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