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This scoping review aimed to map the existing literature on the psychometric network structures of social anxiety symptoms and identify future research directions. A total of 61 studies were identified through searches in PubMed, PsycINFO, ScienceDirect, Cochrane Library, <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"http:\/\/ClinicalTrials.gov\">ClinicalTrials.gov<\/jats:ext-link> and the Open Science Framework databases, employing the keywords (\u2018social anxiety disorder\u2019 OR \u2018social phobia\u2019 OR \u2018social anxiety\u2019) AND (\u2018network analysis\u2019). Of these, 10 studies examined the network structures of social anxiety symptoms in patients with SAD, 17 investigated such structures in individuals without an SAD diagnosis and 34 explored networks of other symptoms that included social anxiety symptoms. Most studies were conducted on Western and Chinese populations, underscoring the need for broader cross\u2010cultural comparisons. The central symptoms in SAD networks were fear and anxiety related to performing and interacting with groups, engaging with strangers or unfamiliar individuals, participating in events and being the center of attention. However, the network structures of SAD and related symptoms remain underexplored, with existing studies offering only partial insights. This review emphasizes the need for future research to comprehensively assess social anxiety symptoms and adopt cross\u2010cultural comparative designs to deepen the understanding of SAD psychopathology. 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