Health Effects of Air-Quality Regulations in Seoul Metropolitan Area: Applying Synthetic Control Method to Controlled-Interrupted Time-Series Analysis

被引:6
|
作者
Kim, Soo-Yeon [1 ]
Kim, Hyomi [2 ]
Lee, Jong-Tae [1 ,3 ,4 ]
机构
[1] Korea Univ, Grad Sch, Dept Publ Hlth Sci, BK21PLUS Program Embodiment Hlth Soc Interact, Seoul 02841, South Korea
[2] Korea Univ, Coll Hlth Sci, Seoul 02841, South Korea
[3] Korea Univ, Coll Hlth Sci, Sch Hlth Policy & Management, Seoul 02841, South Korea
[4] Korea Univ, Dept Environm Hlth, Seoul 02841, South Korea
基金
新加坡国家研究基金会;
关键词
air pollution; cardiovascular mortality rate; accountability research; quasi-experimental study; controlled-interrupted time-series analysis; synthetic control method; HIGH PM10 CONCENTRATION; MORTALITY-RATES; PARTICULATE MATTER; POLLUTION CONTROL; CHILD-MORTALITY; EMISSIONS; INFLUENZA; BENEFITS; IMPACT; POLICY;
D O I
10.3390/atmos11080868
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Despite enormous investment in air-quality regulations, there are only a few studies about the health effects of the air-quality regulations. By applying synthetic control methods to controlled-interrupted time-series analysis, this study aimed to test whether air-quality regulations implemented in Seoul metropolitan area since 2005 had reduced cardiovascular mortality rate in Seoul and Incheon. Each synthetic control for Seoul and Incheon was constructed to predict the counterfactual cardiovascular mortality rate through synthetic control methods. By using a synthetic control as a control group in controlled-interrupted time-series analysis, we tested whether the air-quality regulations had changed the trend of cardiovascular mortality rate in Seoul and Incheon after the intervention. The results showed a significant slope change in cardiovascular mortality rate in Seoul (coefficient: -0.001, 95% confidence interval (CI): -0.0015, -0.0004) and Incheon (coefficient: -0.0006, 95% CI: -0.0012, 0). This study suggests additional evidence that air-quality regulations implemented in the Seoul metropolitan areas since 2005 had beneficial effects on cardiovascular mortality rate in Seoul and Incheon.
引用
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页数:14
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