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中国的大气污染与社会经济地位。

Ambient Air Pollution and Socioeconomic Status in China.

机构信息

Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington, USA.

Institute of Social Survey Research, Peking University, Beijing, China.

出版信息

Environ Health Perspect. 2022 Jun;130(6):67001. doi: 10.1289/EHP9872. Epub 2022 Jun 8.

Abstract

BACKGROUND

Air pollution disparities by socioeconomic status (SES) are well documented for the United States, with most literature indicating an inverse relationship (i.e., higher concentrations for lower-SES populations). Few studies exist for China, a country accounting for 26% of global premature deaths from ambient air pollution.

OBJECTIVE

Our objective was to test the relationship between ambient air pollution exposures and SES in China.

METHODS

We combined estimated year 2015 annual-average ambient levels of nitrogen dioxide () and fine particulate matter [PM in aerodynamic diameter ()] with national demographic information. Pollution estimates were derived from a national empirical model for China at spatial resolution; demographic estimates were derived from national gridded gross national product (GDP) per capita at resolution, and (separately) a national representative sample of 21,095 individuals from the China Health and Retirement Longitudinal Study (CHARLS) 2015 cohort. Our use of global data on population density and cohort data on where people live helped avoid the spatial imprecision found in publicly available census data for China. We quantified air pollution disparities among individual's rural-to-urban migration status; SES factors (education, occupation, and income); and minority status. We compared results using three approaches to SES measurement: individual SES score, community-averaged SES score, and gridded GDP per capita.

RESULTS

Ambient and levels were higher for higher-SES populations than for lower-SES population, higher for long-standing urban residents than for rural-to-urban migrant populations, and higher for the majority ethnic group (Han) than for the average across nine minority groups. For the three SES measurements (individual SES score, community-averaged SES score, gridded GDP per capita), a 1-interquartile range higher SES corresponded to higher concentrations of and ; average concentrations for the highest and lowest 20th percentile of SES differed by 41-89% for and 12-25% for . This pattern held in rural and urban locations, across geographic regions, across a wide range of spatial resolution, and for modeled vs. measured pollution concentrations.

CONCLUSIONS

Multiple analyses here reveal that in China, ambient and concentrations are higher for high-SES than for low-SES individuals; these results are robust to multiple sensitivity analyses. Our findings are consistent with the idea that in China's current industrialization and urbanization stage, economic development is correlated with both SES and air pollution. To our knowledge, our study provides the most comprehensive picture to date of ambient air pollution disparities in China; the results differ dramatically from results and from theories to explain conditions in the United States. https://doi.org/10.1289/EHP9872.

摘要

背景

美国的社会经济地位(SES)与空气污染之间的差异已有大量文献记载,大多数文献表明存在反比关系(即,较低 SES 人群的浓度更高)。在中国,很少有研究表明,中国占全球因环境空气污染导致的过早死亡人数的 26%。

目的

我们的目的是检验中国环境空气污染暴露与 SES 之间的关系。

方法

我们将 2015 年估计的年平均环境二氧化氮()和细颗粒物(PM 2.5)浓度与全国人口统计信息相结合。污染估计值来自中国的国家经验模型,空间分辨率为 ;人口统计数据来自全国按网格划分的人均国内生产总值(GDP),分辨率为 ,以及(分别)来自中国健康与退休纵向研究(CHARLS)2015 年队列的 21095 名个体的全国代表性样本。我们使用全球人口密度数据和有关人们居住地点的队列数据,有助于避免中国公开可用的人口普查数据中存在的空间不准确性。我们量化了个体的城乡迁移状况;SES 因素(教育、职业和收入);和少数民族地位之间的空气污染差异。我们使用三种 SES 测量方法(个体 SES 得分、社区平均 SES 得分和网格化人均 GDP)比较了结果。

结果

较高 SES 人群的环境 和 浓度高于较低 SES 人群,长期居住在城市的人群高于城乡移民人群,占多数的汉族人群高于九个少数民族群体的平均水平。对于三种 SES 测量方法(个体 SES 得分、社区平均 SES 得分、网格化人均 GDP),SES 每增加一个四分位间距, 和 的浓度就会升高;SES 最高和最低 20%分位数的平均浓度差异为 41%-89%,而 为 12%-25%。这种模式在农村和城市地区、地理区域、广泛的空间分辨率以及模型化与实测污染浓度中均成立。

结论

这里的多项分析表明,在中国,较高 SES 个体的环境 和 浓度高于较低 SES 个体;这些结果在多种敏感性分析中是稳健的。我们的研究结果与这样一种观点一致,即在当前中国的工业化和城市化阶段,经济发展与 SES 和空气污染都相关。据我们所知,我们的研究提供了迄今为止中国环境空气污染差异的最全面描述;结果与美国的结果和解释条件的理论有很大不同。https://doi.org/10.1289/EHP9872.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa21/9175641/1a34094d4d94/ehp9872_f1.jpg

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