Ma Y, Nobile F, Marb A, Dubrow R, Stafoggia M, Breitner S, Kinney PL, Chen K. JAMA Netw Open. 2024 Mar 4;7(3):e2354607. doi: 10.1001/jamanetworkopen.2023.54607. PMID: 38427355.
Key Points
Question What are the associations between short-term changes in fine particulate matter (PM2.5) and nitrogen dioxide (NO2) concentrations and changes in daily all-cause mortality rates?
Findings This cross-sectional study of more than 8.9 million deaths found that a 10-μg/m3 increase in daily PM2.5 concentrations was associated with increases in daily all-cause deaths per 100 000 people of 0.01 in Jiangsu, China, 0.03 in California, 0.10 in central-southern Italy, and 0.04 in Germany; corresponding increases in mortality rates for the same increase in NO2 concentrations were 0.04, 0.03, 0.10, and 0.05, respectively.
Meaning The findings of this study add to the growing evidence that increases in short-term exposures to PM2.5 and NO2 may be associated with increases in mortality rates.
Importance The association between short-term exposure to air pollution and mortality has been widely documented worldwide; however, few studies have applied causal modeling approaches to account for unmeasured confounders that vary across time and space.
Objective To estimate the association between short-term changes in fine particulate matter (PM2.5) and nitrogen dioxide (NO2) concentrations and changes in daily all-cause mortality rates using a causal modeling approach.
Design, Setting, and Participants This cross-sectional study used air pollution and mortality data from Jiangsu, China; California; central-southern Italy; and Germany with interactive fixed-effects models to control for both measured and unmeasured spatiotemporal confounders. A total of 8 963 352 deaths in these 4 regions from January 1, 2015, to December 31, 2019, were included in the study. Data were analyzed from June 1, 2021, to October 30, 2023.
Exposure Day-to-day changes in county- or municipality-level mean PM2.5 and NO2 concentrations.
Main Outcomes and Measures Day-to-day changes in county- or municipality-level all-cause mortality rates.
Daily Mean Fine Particulate Matter (PM2.5) and Nitrogen Dioxide (NO2) Concentrations in Each Spatial Unit in All Study Regions |
Conclusions and Relevance The findings of this cross-sectional study contribute to the growing body of evidence that increases in short-term exposures to PM2.5 and NO2 may be associated with increases in all-cause mortality rates. The interactive fixed-effects model, which controls for unmeasured spatial and temporal confounders, including unmeasured time-varying confounders in different spatial units, can be used to estimate associations between changes in short-term exposure to air pollution and changes in health outcomes.
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