TY - JOUR
T1 - Applying the concept of “number needed to treat” to the formulation of daily ambient air quality standards
AU - Ruan, Zengliang
AU - Qian, Zhengmin (Min)
AU - Xu, Yanjun
AU - Wu, Jun
AU - Kan, Haidong
AU - Yang, Yin
AU - Acharya, Bipin Kumar
AU - Jiang, Chengsheng
AU - Syberg, Kevin M.
AU - Iwelunmor, Juliet
AU - Ma, Wenjun
AU - Lin, Hualiang
N1 - Funding Information:
This work was supported by the National Key R&D Program of China (grant number: 2018YFA0606200 ).
Publisher Copyright:
© 2019 Elsevier Ltd
PY - 2019/5
Y1 - 2019/5
N2 - The World Health Organization sets up the Ambient Air Quality Guidelines mainly based on short-term and long-term health effects of air pollution. Previous studies, however, have generally revealed a non-threshold concentration-response relationship between air pollution and health, making it difficult to determine a concentration, below which no obvious health effects can be observed. Here we proposed a novel approach based on the concept of “number needed to treat” specifically, we calculated the reduction in air pollution concentrations needed to avoid one death corresponding to different hypothetical concentration standards; the one with the smallest value would be the most practical concentration standard. As an example, we applied this approach to the daily standard of ambient PM2.5 (particulate matter with aerodynamic diameter ≤2.5 μm) in four Chinese cities. The calculation was based on the association between daily mortality and ambient PM2.5, which was examined by a generalized additive model with adjustment of important covariates. Significant associations were observed between PM2.5 and mortality. Our analyses suggested that it is appropriate to have 50 μg/m3 as the daily standard of ambient PM2.5 for the study area, compared to the current standard of which were directly adopted from the national standard of 75 μg/m3. This novel approach should be considered when planning and/or revising the ambient air quality guidelines/standards.
AB - The World Health Organization sets up the Ambient Air Quality Guidelines mainly based on short-term and long-term health effects of air pollution. Previous studies, however, have generally revealed a non-threshold concentration-response relationship between air pollution and health, making it difficult to determine a concentration, below which no obvious health effects can be observed. Here we proposed a novel approach based on the concept of “number needed to treat” specifically, we calculated the reduction in air pollution concentrations needed to avoid one death corresponding to different hypothetical concentration standards; the one with the smallest value would be the most practical concentration standard. As an example, we applied this approach to the daily standard of ambient PM2.5 (particulate matter with aerodynamic diameter ≤2.5 μm) in four Chinese cities. The calculation was based on the association between daily mortality and ambient PM2.5, which was examined by a generalized additive model with adjustment of important covariates. Significant associations were observed between PM2.5 and mortality. Our analyses suggested that it is appropriate to have 50 μg/m3 as the daily standard of ambient PM2.5 for the study area, compared to the current standard of which were directly adopted from the national standard of 75 μg/m3. This novel approach should be considered when planning and/or revising the ambient air quality guidelines/standards.
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U2 - 10.1016/j.chemosphere.2019.01.175
DO - 10.1016/j.chemosphere.2019.01.175
M3 - Article
C2 - 30735966
AN - SCOPUS:85061312061
SN - 0045-6535
VL - 222
SP - 665
EP - 670
JO - Chemosphere
JF - Chemosphere
ER -