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American Journal of Epidemiology Advance Access originally published online on March 22, 2006
American Journal of Epidemiology 2006 163(9):849-859; doi:10.1093/aje/kwj116
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American Journal of Epidemiology Copyright © 2006 by the Johns Hopkins Bloomberg School of Public Health All rights reserved; printed in U.S.A.

Original Contribution

Individual-Level Modifiers of the Effects of Particulate Matter on Daily Mortality

Ariana Zeka, Antonella Zanobetti and Joel Schwartz

From the Environmental Health Department, Harvard School of Public Health, Boston, MA

Correspondence to Dr. Ariana Zeka, Environmental Health Department, Harvard School of Public Health, 401 Park Drive, Suite 415 West, Boston, MA 02215 (e-mail: azeka{at}hsph.harvard.edu).

Consistent evidence has shown a positive association between particulate matter with an aerodiameter of less than or equal to 10 µm (PM10) and daily mortality. Less is known about the modification of this association by factors measured at the individual level. The authors examined this question in a case-crossover study of 20 US cities. Mortality events (1.9 million) were obtained for nonaccidental, respiratory, heart disease, and stroke mortality between 1989 and 2000. PM10 concentrations were obtained from the US Environmental Protection Agency. The authors examined the modification of the PM10–mortality association by sociodemographics, location of death, season, and secondary diagnoses. They found different patterns of PM10–mortality associations by gender and age but no differences by race. The level of education was inversely related to the risk of mortality associated with PM10. PM10-related, out-of-hospital deaths were more likely than were in-hospital deaths, as were those occurring during spring/fall versus summer/winter. A secondary diagnosis of diabetes modified the effect of PM10 for respiratory and stroke mortality. Pneumonia was a positive effect modifier for deaths from all causes and stroke, while secondary stroke modified the effects for all-cause and respiratory deaths. The findings suggest that more attention must be paid to population characteristics to identify greater likelihood of exposures and susceptibility and, as a result, to improve policy making for air pollution standards.

air pollution; effect modifiers (epidemiology); mortality


Abbreviations: CI, confidence interval; PM10, particulate matter with an aerodiameter of less than or equal to 10 µm


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