Department of Sociology & Anthropology, University of Texas at El Paso, El Paso, TX 79968, USA.
Int J Environ Res Public Health. 2021 Jan 4;18(1):304. doi: 10.3390/ijerph18010304.
While air pollution levels in India are amongst the highest in the world, the link between exposure to air pollution and social disadvantages has not been systematically examined. Using a distributive environmental justice framework, this study connects fine particulate matter (PM) concentration data derived from satellite observations, a global chemical transport model, and ground-based measurements to district level socio-demographic information from the 2011 Census of India. The research objectives are to determine if annual average PM concentrations (2010) and recent increases in average PM concentrations (2010-2016) are unequally distributed with respect to socially disadvantaged population and household groups, after controlling for relevant contextual factors and spatial clustering. Overall, more than 85% of people and households in India reside in districts where international air quality standards for PM are exceeded. Although PM concentration levels are significantly higher in more urbanized districts located predominantly in northern India, recent increases have occurred in less urbanized areas located mainly in southern and central India. Multivariable statistical analysis indicated: (1) higher PM concentration in districts with higher percentages of Scheduled Castes (SCs), young children, and households in poor condition residence and without toilets; and (2) higher PM increases in less urbanized districts with higher percentages of SCs, females, children, people with disabilities, and households with no toilets. These findings thus highlight the need to consider the role of air pollution in exacerbating the consequences of social disadvantages in India.
尽管印度的空气污染水平位居世界前列,但暴露于空气污染与社会劣势之间的联系尚未得到系统研究。本研究采用分配性环境正义框架,将卫星观测、全球化学输送模型和地面测量得到的细颗粒物 (PM) 浓度数据与印度 2011 年人口普查的地区社会人口信息相关联。研究目的是确定在控制相关背景因素和空间聚类的情况下,年度平均 PM 浓度(2010 年)和最近的 PM 平均浓度增加(2010-2016 年)是否在社会弱势群体和家庭群体中分布不均。总体而言,印度超过 85%的人口和家庭居住在 PM 浓度超过国际空气质量标准的地区。尽管位于印度北部的城市化程度较高的地区的 PM 浓度水平明显较高,但最近的增加发生在城市化程度较低的地区,主要位于印度南部和中部。多变量统计分析表明:(1)在种姓制度(SCs)比例较高、幼儿比例较高、家庭条件较差且没有厕所的地区,PM 浓度更高;(2)在 SCs 比例较高、女性比例较高、儿童比例较高、残疾人口比例较高且没有厕所的欠发达地区,PM 增加幅度更大。这些发现因此突出表明,需要考虑空气污染在加剧印度社会劣势后果方面的作用。