Causal Effects of Air Pollution on Mortality Rate in Massachusetts

被引:44
|
作者
Wei, Yaguang [1 ]
Wang, Yan [1 ,2 ]
Wu, Xiao [2 ]
Di, Qian [3 ]
Shi, Liuhua [4 ]
Koutrakis, Petros [1 ]
Zanobetti, Antonella [1 ]
Dominici, Francesca [2 ]
Schwartz, Joel D. [1 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Landmark Ctr 4th West,401 Pk Dr, Boston, MA 02215 USA
[2] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA USA
[3] Tsinghua Univ, Res Ctr Publ Hlth, Sch Med, Beijing, Peoples R China
[4] Emory Univ, Rollins Sch Publ Hlth, Gangarosa Dept Environm Hlth, Atlanta, GA 30322 USA
关键词
air pollution; big data computing; causality; generalized propensity score; linear probability model; SHORT-TERM EXPOSURE; PM2.5; HEALTH; INFERENCE; MODELS;
D O I
10.1093/aje/kwaa098
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Air pollution epidemiology studies have primarily investigated long- and short-term exposures separately, have used multiplicative models, and have been associational studies. Implementing a generalized propensity score adjustment approach with 3.8 billion person-days of follow-up, we simultaneously assessed causal associations of long-term (1-year moving average) and short-term (2-day moving average) exposure to particulate matter with an aerodynamic diameter less than or equal to 2.5 mu m (PM2.5), ozone, and nitrogen dioxide with all-cause mortality on an additive scale among Medicare beneficiaries in Massachusetts (2000-2012). We found that long- and short-term PM2.5, ozone, and nitrogen dioxide exposures were all associated with increased mortality risk. Specifically, per 10 million person-days, each 1-mu g/m(3) increase in long- and short-term PM2.5 exposure was associated with 35.4 (95% confidence interval (CD: 33.4, 37.6) and 3.04 (95% CI: 2.17, 3.94) excess deaths, respectively; each 1-part per billion (ppb) increase in long- and short-term ozone exposure was associated with 2.35 (95% CI: 1.08, 3.61) and 2.41 (95% CI: 1.81, 2.91) excess deaths, respectively; and each 1-ppb increase in long- and short-term nitrogen dioxide exposure was associated with 3.24 (95% CI: 2.75, 3.77) and 5.60 (95% CI: 5.24, 5.98) excess deaths, respectively. Mortality associated with long-term PM2.5 and ozone exposure increased substantially at low levels. The findings suggested that air pollution was causally associated with mortality, even at levels below national standards.
引用
收藏
页码:1316 / 1323
页数:8
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