West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China.
West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, China; Institute of Systems Epidemiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, China.
Environ Pollut. 2023 Jan 1;316(Pt 2):120630. doi: 10.1016/j.envpol.2022.120630. Epub 2022 Nov 12.
The Chengyu Metropolitan Area (CYMA), located in the Sichuan Basin, is an unevenly developed region with high PM concentrations and a population of approximately 100 million. Although exposure inequality in air pollution has received increasing concern, no related research has been carried out in the CYMA to date. In this work, we used the concentration index to assess inequality of PM population-weighted exposure in the CYMA among different subgroups, including age, education, gender, occupation and GDP per capita in the city of residence. Our findings revealed that the non-disadvantaged subgroups (people aged 15-64, people with senior and higher education, people with high-income occupations and residents of cities with high GDP per capita) had a higher PM exposure in the CYMA, with the concentration indices of -0.03 (95% CI: 0.064, -0.001), -0.14 (95% CI: 0.221, -0.059), -0.15 (95% CI: 0.238, -0.056) and -0.27 (95% CI: 0.556, 0.012), opposite to previous studies in developed countries such as the United States and France. In addition, exposure differences among cities were much larger than those among populations in the CYMA. These findings may benefit the government in identifying disproportionately exposed subgroups in developing regions, and suggest that related measures should initially be carried out for cities exposed to high PM concentrations rather than for populations exposed to high PM concentrations.
成渝城市群(CYMA)位于四川盆地,是一个发展不均衡的地区,PM 浓度高,人口约 1 亿。尽管空气污染暴露不平等问题受到越来越多的关注,但迄今为止,该地区尚未开展相关研究。在这项工作中,我们使用集中指数评估了 CYMA 中不同亚组人群加权 PM 暴露的不平等性,包括年龄、教育、性别、职业和居住地人均 GDP。我们的研究结果表明,非弱势群体(15-64 岁的人群、高学历人群、高收入职业人群和高人均 GDP 城市的居民)在 CYMA 中的 PM 暴露水平更高,集中指数分别为-0.03(95%CI:0.064,-0.001)、-0.14(95%CI:0.221,-0.059)、-0.15(95%CI:0.238,-0.056)和-0.27(95%CI:0.556,0.012),与美国和法国等发达国家的先前研究结果相反。此外,CYMA 内城市之间的暴露差异远大于人群之间的差异。这些发现可能有助于政府识别发展中地区中暴露过度的亚组人群,并表明应首先针对暴露于高 PM 浓度的城市而不是暴露于高 PM 浓度的人群采取相关措施。