The role of ambient ozone in epidemiologic studies of heat-related mortality.
BACKGROUND
A large and growing literature investigating the role of extreme heat on mortality has conceptualized the role of ambient ozone in various ways, sometimes treating it as a confounder, sometimes as an effect modifier, and sometimes as a co-exposure. Thus, there is a lack of consensus about the roles that temperature and ozone together play in causing mortality.


OBJECTIVE
We applied directed acyclic graphs (DAGs) to the topic of heat-related mortality to graphically represent the subject matter behind the research questions and to provide insight on the analytical options available.


CONCLUSIONS
On the basis of the subject matter encoded in the graphs, we assert that the role of ozone in studies of temperature and mortality is a causal intermediate that is affected by temperature and that can also affect mortality, rather than a confounder.


CONCLUSIONS
We discuss possible questions of interest implied by this causal structure and propose areas of future work to further clarify the role of air pollutants in epidemiologic studies of extreme temperature.
Department of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, California, USA. creid@berkeley.edu
Colleen E
CE
Reid
Jonathan M
JM
Snowden
Caitlin
C
Kontgis
Ira B
IB
Tager
D000393:Air Pollutants / Q000633:toxicity*; D003196:Computer Graphics; D015986:Confounding Factors, Epidemiologic; D003627:Data Interpretation, Statistical; D055874:Extreme Heat / Q000009:adverse effects*; D009026:Mortality; D010126:Ozone / Q000633:toxicity*
D000393:Air Pollutants; D010126:Ozone