Shankardass Ketan, McConnell Rob S, Milam Joel, Berhane Kiros, Tatalovich Zaria, Wilson John P, Jerrett Michael
University of Southern California, Los Angeles, CA, USA.
Soc Sci Med. 2007 Oct;65(8):1792-806. doi: 10.1016/j.socscimed.2007.05.048. Epub 2007 Jul 20.
Spatial variation in childhood asthma and a recent increase in prevalence indicate that environmental factors play a significant role in the etiology of this important disease. Socioeconomic position (SEP) has been associated inversely and positively with childhood asthma. These contradictory results indicate a need for systematic research about SEP and asthma. Pathways have been suggested for effects of SEP on asthma at both the individual and community level. We examined the relationship of prevalent asthma to community-level indicators of SEP among 5762 children in 12 Southern California communities, using a multilevel random effects model. Estimates of community-level SEP were derived by summarizing census block group-level data using a novel method of weighting by the proportion of the block groups included in a community-specific bounding rectangle that contained 95% of local study subjects. Community characteristics included measures of male unemployment, household income, low education (i.e., no high school diploma) and poverty. There was a consistent inverse association between male unemployment and asthma across the inter-quartile range of community unemployment rates, indicating that asthma rates increase as community SEP increases. The results were robust to individual-level confounding, methods for summarizing census block group data to the community level, scale of analysis (i.e., community-level vs. neighborhood-level) and the modeling algorithm. The positive association between SEP and prevalent childhood asthma might be explained by differential access to medical care that remains unmeasured, by the hygiene hypothesis (e.g., lower SES may associate with higher protective exposures to endotoxin in early life), or by SEP acting as a proxy for unmeasured neighborhood characteristics.
儿童哮喘的空间差异以及近期患病率的上升表明,环境因素在这种重要疾病的病因中起着重要作用。社会经济地位(SEP)与儿童哮喘呈负相关和正相关。这些相互矛盾的结果表明需要对SEP与哮喘进行系统研究。有人提出了SEP在个体和社区层面影响哮喘的途径。我们使用多层次随机效应模型,研究了南加州12个社区中5762名儿童的哮喘患病率与社区层面SEP指标之间的关系。社区层面SEP的估计值是通过一种新颖的加权方法得出的,该方法根据包含95%当地研究对象的社区特定边界矩形中包含的普查街区组比例,对普查街区组层面的数据进行汇总。社区特征包括男性失业率、家庭收入、低教育程度(即没有高中文凭)和贫困程度的衡量指标。在社区失业率的四分位间距内,男性失业率与哮喘之间始终存在负相关,这表明随着社区SEP的增加,哮喘发病率上升。这些结果在个体层面的混杂因素、将普查街区组数据汇总到社区层面的方法、分析规模(即社区层面与邻里层面)以及建模算法方面都具有稳健性。SEP与儿童哮喘患病率之间的正相关可能是由于获得医疗保健的差异(仍未测量)、卫生假说(例如,较低的社会经济地位可能与早年更高的内毒素保护性暴露有关),或者SEP作为未测量的邻里特征的代理变量所致。