Characterization of the concentration-response curve for ambient ozone and acute respiratory morbidity in 5 US cities

J Expo Sci Environ Epidemiol. 2019 Mar;29(2):267-277. doi: 10.1038/s41370-018-0048-7. Epub 2018 Jun 19.

Abstract

Although short-term exposure to ambient ozone (O3) can cause poor respiratory health outcomes, the shape of the concentration-response (C-R) between O3 and respiratory morbidity has not been widely investigated. We estimated the effect of daily O3 on emergency department (ED) visits for selected respiratory outcomes in 5 US cities under various model assumptions and assessed model fit. Population-weighted average 8-h maximum O3 concentrations were estimated in each city. Individual-level data on ED visits were obtained from hospitals or hospital associations. Poisson log-linear models were used to estimate city-specific associations between the daily number of respiratory ED visits and 3-day moving average O3 levels controlling for long-term trends and meteorology. Linear, linear-threshold, quadratic, cubic, categorical, and cubic spline O3 C-R models were considered. Using linear C-R models, O3 was significantly and positively associated with respiratory ED visits in each city with rate ratios of 1.02-1.07 per 25 ppb. Models suggested that O3-ED C-R shapes were linear until O3 concentrations of roughly 60 ppb at which point risk continued to increase linearly in some cities for certain outcomes while risk flattened in others. Assessing C-R shape is necessary to identify the most appropriate form of the exposure for each given study setting.

Keywords: concentration-response; linearity; ozone; respiratory health; threshold.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Air Pollutants / adverse effects*
  • Air Pollutants / analysis
  • Air Pollution / adverse effects*
  • Air Pollution / analysis
  • Cities
  • Humans
  • Linear Models
  • Ozone / adverse effects*
  • Ozone / analysis
  • Particulate Matter / adverse effects*
  • Particulate Matter / analysis
  • Respiration Disorders / epidemiology
  • Respiration Disorders / etiology*

Substances

  • Air Pollutants
  • Particulate Matter
  • Ozone