Department of Community Paediatrics, South Western Sydney Local Health District, Liverpool BC, New South Wales 1871, Australia.
Int J Health Serv. 2013;43(2):241-66. doi: 10.2190/HS.43.2.d.
The aim of the study reported here is to explore ecological covariate and latent variable associations with perinatal depressive symptoms in South Western Sydney for the purpose of informing subsequent theory generation of perinatal context, depression, and the developmental origins of health and disease. Mothers (n = 15,389) delivering in 2002 and 2003 were assessed at two to three weeks after delivery for risk factors for depressive symptoms. The binary outcome variables were Edinburgh Postnatal Depression Scale (EPDS)> 9 and > 12. Aggregated EPDS > 9 was analyzed for 101 suburbs. Suburb-level variables were drawn from the 2001 Australian Census, New South Wales Crime Statistics, and aggregated individual-level risk factors. Analysis included exploratory factor analysis, univariate and multivariate likelihood, and Bayesian linear regression with conditional autoregressive components. The exploratory factor analysis identified six factors: neighborhood adversity, social cohesion, health behaviors, housing quality, social services, and support networks. Variables associated with neighborhood adversity, social cohesion, social networks, and ethnic diversity were consistently associated with aggregated depressive symptoms. The findings support the theoretical proposition that neighborhood adversity causes maternal psychological distress and depression within the context of social buffers including social networks, social cohesion, and social services.
本研究旨在探讨南悉尼地区围产期抑郁症状的生态协变量和潜在变量关联,旨在为后续围产期环境、抑郁以及健康和疾病的发育起源的理论生成提供信息。2002 年和 2003 年分娩的母亲(n = 15389)在产后两到三周接受抑郁症状风险因素评估。二分类结局变量为爱丁堡产后抑郁量表(EPDS)>9 和 >12。对 101 个郊区进行了 EPDS>9 的汇总分析。郊区层面的变量来自 2001 年澳大利亚人口普查、新南威尔士州犯罪统计数据以及汇总的个体层面风险因素。分析包括探索性因素分析、单变量和多变量似然、条件自回归成分的贝叶斯线性回归。探索性因素分析确定了六个因素:邻里逆境、社会凝聚力、健康行为、住房质量、社会服务和支持网络。与邻里逆境、社会凝聚力、社会网络和族裔多样性相关的变量与汇总的抑郁症状始终相关。研究结果支持这样一种理论假设,即邻里逆境在社会缓冲因素(包括社会网络、社会凝聚力和社会服务)的背景下导致母亲的心理困扰和抑郁。