A longitudinal study of mortality and air pollution for Sao Paulo, Brazil

被引:6
作者
Botter, DA
Jorgensen, B
Perese, AAQ
机构
[1] Univ So Denmark, Dept Stat & Demog, DK-5230 Odense M, Denmark
[2] Univ Sao Paulo, Dept Stat, Sao Paulo, Brazil
[3] Univ Fed Rio de Janeiro, Dept Math & Stat, Rio De Janeiro, Brazil
来源
JOURNAL OF EXPOSURE ANALYSIS AND ENVIRONMENTAL EPIDEMIOLOGY | 2002年 / 12卷 / 05期
基金
巴西圣保罗研究基金会;
关键词
air pollution; longitudinal analysis; mortality; state space model;
D O I
10.1038/sj.jea.7500234
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We study the effects of various air-pollution variables on the daily death counts for people over 65 years in Sao Paulo, Brazil, from 1991 to 1993, controlling for meteorological variables. We use a state space model where the air-pollution variables enter via the latent process, and the meteorological variables via the observation equation. The latent process represents the potential mortality due to air pollution, and is estimated by Kalman filter techniques. The effect of air pollution on mortality is found to be a function of the variation in the sulphur dioxide level for the previous 3 days, whereas the other air-pollution variables (total suspended particulates, nitrogen dioxide, carbon monoxide, ozone) are not significant when sulphur dioxide is in the equation. There are significant effects of humidity and up to lag 3 of temperature, and a significant seasonal variation.
引用
收藏
页码:335 / 343
页数:9
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