Department of Psychological and Brain Sciences, University of Louisville, Louisville, Kentucky, 40292.
Department of Psychology, Harvard University, Cambridge, Massachusetts.
Int J Eat Disord. 2018 Jul;51(7):693-709. doi: 10.1002/eat.22890. Epub 2018 Aug 13.
Eating disorders (EDs) and social anxiety disorder (SAD) are highly co-occurring. This comorbidity is extremely relevant, given that individuals with comorbid ED-SAD are less likely to seek and/or benefit from ED treatment.
We used network analysis to conceptualize ED-SAD comorbidity in a sample of 2,215 participants with a primary diagnosis of ED, SAD, or no known diagnosis. We used novel network analyses methods to select symptoms for our models, identify potential illness pathways (i.e., bridge symptoms) between disorders and underlying vulnerabilities (e.g., perfectionism, social appearance anxiety), and to compare across sample types (e.g., clinical vs. nonclinical). We also tested several novel network analyses methods aimed at the following methodological concerns: (a) topological concerns (i.e., which items should be included in NA models), (b) how to use empirical indices to quantify bridge symptoms and (c) what differences in networks across samples mean.
We found that difficulty with drinking beverages and eating in public were bridge symptoms between ED and SAD. We also found that feeling nervous about one's appearance was a bridge symptom.
We identified public eating and drinking as bridge symptoms between EDs and SAD. Future research is needed to test if interventions focused on public eating and drinking might decrease symptoms of both EDs and SAD. Researchers can use this study (code provided) as an exemplar for how to use network analysis, as well as to use network analysis to conceptualize ED comorbidity and compare network structure and density across samples.
饮食失调(EDs)和社交焦虑症(SAD)高度共病。这种共病关系非常重要,因为同时患有 ED-SAD 的个体不太可能寻求和/或受益于 ED 治疗。
我们使用网络分析方法来概念化 2215 名患有 ED、SAD 或无已知诊断的主要诊断患者样本中的 ED-SAD 共病。我们使用新的网络分析方法来选择我们模型的症状,确定障碍之间潜在的疾病途径(即桥梁症状)和潜在的脆弱性(例如,完美主义,社交外表焦虑),并比较不同样本类型(例如,临床与非临床)。我们还测试了几种新的网络分析方法,旨在解决以下方法学问题:(a)拓扑问题(即,哪些项目应包含在 NA 模型中),(b)如何使用经验指数来量化桥梁症状,以及(c)样本间网络差异意味着什么。
我们发现,饮用饮料和在公共场合进食困难是 ED 和 SAD 之间的桥梁症状。我们还发现,对自己外表感到紧张是一种桥梁症状。
我们确定了公共饮食和饮水是 EDs 和 SAD 之间的桥梁症状。需要进一步研究以测试是否针对公共饮食和饮水的干预措施可能会减轻 ED 和 SAD 的症状。研究人员可以使用本研究(提供代码)作为使用网络分析的范例,以及使用网络分析来概念化 ED 共病并比较样本间的网络结构和密度。