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Mental Health, Deprivation, and the Neighborhood Social Environment: A Network Analysis

机译:心理健康,剥夺和邻里社会环境:网络分析

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Different aspects of the neighborhood social environment have been linked with mental ill health; however, the mechanisms underlying these associations remain poorly understood because of the number and complexity of the components involved. We used a novel statistical approach, network analysis, to explore the complex associations between neighborhood social cohesion, social disorder, and mental-health symptoms in a sample of 3,670 adults from an economically deprived region of the United Kingdom (mean age = 49.34 years, SD = 18.87; 57% female). Elasso regularized networks were estimated, and network comparisons were conducted by level of deprivation. Mental-health symptoms and neighborhood components formed relatively distinct clusters of items. These domains were linked primarily by paranoia, although only in the most deprived group. Drunken/rowdy behavior was particularly influential within the neighborhood cluster; therefore, policies aimed at reducing such disruptive behavior could have positive knock-on effects for social cohesion and mental health.
机译:邻里社会环境的不同方面与心理健康有关;然而,由于所涉及的组件的数量和复杂性,这些关联的基本机制仍然明显。我们利用了一种新颖的统计方法,网络分析,探讨了来自英国经济剥夺地区的3,670名成年人的样本中邻里社会凝聚力,社会疾病和心理健康症状的复杂关联(平均年龄= 49.34岁, SD = 18.87; 57%的女性)。估计Elasso正则化网络,并通过剥夺水平进行网络比较。心理健康症状和邻域组件形成了相对不同的物品集群。这些域主要被偏执狂链接,尽管只有在最贫困的群体中。醉酒/吵闹行为在邻域集群中特别有影响;因此,旨在减少这种破坏性行为的政策可能对社会凝聚力和心理健康产生积极的敲击影响。

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