Division of Environmental Health Sciences, University of Minnesota School of Public Health, Minneapolis, MN, USA.
Schools of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
J Urban Health. 2019 Apr;96(2):219-234. doi: 10.1007/s11524-018-0318-7.
Environmental burdens such as air pollution are inequitably distributed with groups of lower socioeconomic statuses, which tend to comprise of large proportions of racial minorities, typically bearing greater exposure. Such groups have also been shown to present more severe health outcomes which can be related to adverse pollution exposure. Air pollution exposure, especially in urban areas, is usually impacted by the built environment, such as major roadways, which can be a significant source of air pollution. This study aims to examine inequities in prevalence of cardiovascular and respiratory diseases in the Atlanta metropolitan region as they relate to exposure to air pollution and characteristics of the built environment. Census tract level data were obtained from multiple sources to model health outcomes (asthma, chronic obstructive pulmonary disease, coronary heart disease, and stroke), pollution exposure (particulate matter and nitrogen oxides), demographics (ethnicity and proportion of elderly residents), and infrastructure characteristics (tree canopy cover, access to green space, and road intersection density). Conditional autoregressive models were fit to the data to account for spatial autocorrelation among census tracts. The statistical model showed areas with majority African-American populations had significantly higher exposure to both air pollutants and higher prevalence of each disease. When considering univariate associations between pollution and health outcomes, the only significant association existed between nitrogen oxides and COPD being negatively correlated. Greater percent tree canopy cover and green space access were associated with higher prevalence of COPD, CHD, and stroke. Overall, in considering health outcomes in connection with pollution exposure infrastructure and ethnic demographics, demographics remained the most significant explanatory variable.
环境负担,如空气污染,在社会经济地位较低的群体中分布不均,这些群体往往由大量少数族裔组成,他们通常面临更大的暴露风险。这些群体也表现出更严重的健康后果,这可能与污染暴露的不利影响有关。空气污染暴露,尤其是在城市地区,通常受到建筑环境的影响,如主要道路,这些道路可能是空气污染的重要来源。本研究旨在研究亚特兰大都会区心血管和呼吸系统疾病的流行率与空气污染暴露和建筑环境特征之间的不平等现象。从多个来源获得了普查区层面的数据,以对健康结果(哮喘、慢性阻塞性肺疾病、冠心病和中风)、污染暴露(颗粒物和氮氧化物)、人口统计学特征(族裔和老年居民比例)和基础设施特征(树冠覆盖率、绿地可达性和道路交叉口密度)进行建模。条件自回归模型被拟合到数据中,以解释普查区之间的空间自相关。统计模型显示,大多数非裔美国人居住的地区,空气污染暴露和每种疾病的发病率都明显更高。在考虑污染与健康结果之间的单变量关联时,氮氧化物与 COPD 之间唯一存在显著负相关。更高的树冠覆盖率和绿地可达性与 COPD、CHD 和中风的发病率更高相关。总的来说,在考虑与污染暴露基础设施和族裔人口统计学有关的健康结果时,人口统计学仍然是最具解释力的变量。