TY - JOUR
T1 - Air pollution and daily mortality in seven major cities of Korea, 1991-1997
AU - Lee, Jong Tae
AU - Kim, Ho
AU - Hong, Yun Chul
AU - Kwon, Ho Jang
AU - Schwartz, Joel
AU - Christiani, David C.
N1 - Funding Information:
1This work was 7nancially supported by a G-7 Environmental Engineering Technology Development Project from the Department of Environment, Republic of Korea.
PY - 2000
Y1 - 2000
N2 - The relationship between ambient air pollution and daily mortality in seven major cities of Korea for the period 1991-1997 was examined. These cities account for half of the Korean population (about 22 million). The observed concentrations of sulfur dioxide (SO2, mean = 23.3 ppb), ozone (O3, mean = 23.7 ppb), and total suspended particulates (TSP, mean = 77.9 μg/m3) during the study period were at levels below Korea's current ambient air quality standards. Generalized additive models were applied to allow for the highly flexible fitting of seasonal and long-term time trends in air pollution as well as nonlinear associations with weather variables, such as air temperature and relative humidity. In city-specific analyses, an increase of 50 ppb of SO2 corresponded to 1-12% more deaths, given constant weather conditions. The risk of all-cause mortality was estimated to increase by 0.5-4%, with an increase in the 2-day moving average of TSP levels equal to 100 μg/m3. In multipollutant models with pooled data, we found that the estimated risk of death by SO2 was notably unaffected by adding the other two pollutants (TSP and O3) to the model and was statistically significant in various regression models. The rate ratio (RR) for SO2 remained elevated, indicating an excess mortality of 3% 50 ppb (RR = 1.03; 95% CI, 1.01-1.05). TSP's effect on mortality maintained its significance with O3, but not with SO2. This implies that there may be collinearity problems where TSP and SO2 are included in the same model or that TSP may function less than SO2 as a surrogate for fine particles in the ambient air of Korea. In conclusion, increased mortality was associated with air pollution at SO2 levels below the current recommendation for air quality. Further research is needed to clarify the relationship between SO2 and fine particles in Korea. (C) 2000 Academic Press.
AB - The relationship between ambient air pollution and daily mortality in seven major cities of Korea for the period 1991-1997 was examined. These cities account for half of the Korean population (about 22 million). The observed concentrations of sulfur dioxide (SO2, mean = 23.3 ppb), ozone (O3, mean = 23.7 ppb), and total suspended particulates (TSP, mean = 77.9 μg/m3) during the study period were at levels below Korea's current ambient air quality standards. Generalized additive models were applied to allow for the highly flexible fitting of seasonal and long-term time trends in air pollution as well as nonlinear associations with weather variables, such as air temperature and relative humidity. In city-specific analyses, an increase of 50 ppb of SO2 corresponded to 1-12% more deaths, given constant weather conditions. The risk of all-cause mortality was estimated to increase by 0.5-4%, with an increase in the 2-day moving average of TSP levels equal to 100 μg/m3. In multipollutant models with pooled data, we found that the estimated risk of death by SO2 was notably unaffected by adding the other two pollutants (TSP and O3) to the model and was statistically significant in various regression models. The rate ratio (RR) for SO2 remained elevated, indicating an excess mortality of 3% 50 ppb (RR = 1.03; 95% CI, 1.01-1.05). TSP's effect on mortality maintained its significance with O3, but not with SO2. This implies that there may be collinearity problems where TSP and SO2 are included in the same model or that TSP may function less than SO2 as a surrogate for fine particles in the ambient air of Korea. In conclusion, increased mortality was associated with air pollution at SO2 levels below the current recommendation for air quality. Further research is needed to clarify the relationship between SO2 and fine particles in Korea. (C) 2000 Academic Press.
KW - Air pollution
KW - Daily mortality
KW - Generalized additive models
KW - Meta-analysis
KW - Time-series analysis
UR - http://www.scopus.com/inward/record.url?scp=0033622476&partnerID=8YFLogxK
U2 - 10.1006/enrs.2000.4096
DO - 10.1006/enrs.2000.4096
M3 - Article
C2 - 11097798
AN - SCOPUS:0033622476
SN - 0013-9351
VL - 84
SP - 247
EP - 254
JO - Environmental Research
JF - Environmental Research
IS - 3
ER -