School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China.
Centre for Energy and Environmental Policy Research, Beijing Institute of Technology, Beijing 100081, China.
Int J Environ Res Public Health. 2018 Jul 12;15(7):1471. doi: 10.3390/ijerph15071471.
Rapid economic and social development in China has resulted in severe air pollution and consequent adverse impacts on society. The health effects of air pollution have been widely studied. Using information from the China Health and Retirement Longitudinal Study (CHARLS) database, we established a hierarchical linear model combining pollution and socioeconomic and psychosocial variables to examine the effects of air pollution on public health in China. Local air pollution was characterized in multiple dimensions. The relationship of health to its determinants greatly differed between Eastern and Central/Western China. Higher education, higher income level, better life satisfaction, and long-term marriage were significantly associated with better health status among Chinese. In addition, regional healthcare resources were positively associated with the health of residents. As indicated by the hierarchical model with health as dependent variable, in Central/Western China, longest duration of good air quality in spring/summer was positively associated with health (estimated coefficient = 0.067, standard error = 0.026), while the mean Air Quality Index (AQI) in autumn/winter was inversely associated with health (estimated coefficient = -0.082, standard error = 0.031). Good air quality in the current study is defined as daily average AQI less than 35. Duration (in days) of acceptable air quality was particularly important for improving public health. Future policies should target increased duration of good air quality while managing air pollution by controlling or decreasing severe air pollution.
中国经济社会的快速发展导致了严重的空气污染,并对社会产生了不利影响。空气污染对健康的影响已得到广泛研究。本研究利用中国健康与养老追踪调查(CHARLS)数据库中的信息,建立了一个结合污染和社会经济及心理社会变量的分层线性模型,以检验空气污染对中国公众健康的影响。本研究从多个维度描述了局部空气污染情况。健康及其决定因素之间的关系在中东部和中西部地区存在很大差异。较高的教育水平、较高的收入水平、更好的生活满意度和长期婚姻与中国人的健康状况更好显著相关。此外,区域医疗保健资源与居民的健康状况呈正相关。如以健康为因变量的分层模型所示,在中西部地区,春季/夏季空气质量良好的持续时间最长与健康呈正相关(估计系数=0.067,标准误差=0.026),而秋季/冬季的平均空气质量指数(AQI)与健康呈负相关(估计系数=-0.082,标准误差=0.031)。本研究中的良好空气质量定义为每日平均 AQI 小于 35。可接受空气质量的持续时间(以天数计)对改善公众健康尤为重要。未来的政策应将目标放在增加空气质量良好的持续时间上,同时通过控制或减少严重空气污染来管理空气污染。