Short-term and Long-term Exposure to Air pollution and Stroke risk
type: CreativeWork
description: Background: Stroke is a major cause of mortality and morbidity across the world. Air pollution has become an acknowledged risk factor for stroke, especially for acute effects. There is less support for effects by chronic exposure due to the methodological challenges inherent in such studies. Such challenges can regard missing individual level data or residual confounding and can partly be overcome by employing two-phase methods. The general idea with such methods is to incorporate study subjects with partly missing data into the analysis. The main aims in this work were to investigate if air pollution increase stroke risk in Scania (Sweden), where pollution levels are rather low, and to investigate the performance of different two-phase methods. Methods: Nitrogen oxides (NOx) concentrations were modelled with high resolution. Data from the National Stroke Register (Riks-stroke) were obtained on hospital admissions for ischemic and hemorrhagic stroke during the years 2001 to 2006. The association between annual mean levels of NOx (as a marker for long-term exposure to air pollution) and ischemic stroke was studied in a two-phase case-control design. The short-term association between daily levels of inhalable particulate air pollution (PM10), ozone, NOx and temperature and the number of strokes occurring each day was studied with time series methods. The performance of several different two-phase methods was compared in a simulated case-control study. Results: No association between annual mean NOx and ischemic stroke was observed. Regarding short-term effects, high levels of PM10 increased the risk of ischemic stroke the next day, whereas high levels of temperature decreased the risk the next day. For hemorrhagic strokes, a similar, but less precise pattern was observed. Two-phase methods seemed to benefit from incorporating group-level data on exposure. The method which was most suitable for incorporating such data could be generalised to polytomous exposure catego…
abstract: Background: Stroke is a major cause of mortality and morbidity across the world. Air pollution has become an acknowledged risk factor for stroke, especially for acute effects. There is less support for effects by chronic exposure due to the methodological challenges inherent in such studies. Such challenges can regard missing individual level data or residual confounding and can partly be overcome by employing two-phase methods. The general idea with such methods is to incorporate study subjects with partly missing data into the analysis. The main aims in this work were to investigate if air pollution increase stroke risk in Scania (Sweden), where pollution levels are rather low, and to investigate the performance of different two-phase methods. Methods: Nitrogen oxides (NOx) concentrations were modelled with high resolution. Data from the National Stroke Register (Riks-stroke) were obtained on hospital admissions for ischemic and hemorrhagic stroke during the years 2001 to 2006. The association between annual mean levels of NOx (as a marker for long-term exposure to air pollution) and ischemic stroke was studied in a two-phase case-control design. The short-term association between daily levels of inhalable particulate air pollution (PM10), ozone, NOx and temperature and the number of strokes occurring each day was studied with time series methods. The performance of several different two-phase methods was compared in a simulated case-control study. Results: No association between annual mean NOx and ischemic stroke was observed. Regarding short-term effects, high levels of PM10 increased the risk of ischemic stroke the next day, whereas high levels of temperature decreased the risk the next day. For hemorrhagic strokes, a similar, but less precise pattern was observed. Two-phase methods seemed to benefit from incorporating group-level data on exposure. The method which was most suitable for incorporating such data could be generalised to polytomous exposure catego…
author: Oudin, Anna
language: eng
keywords: Occupational Health and Environmental Health, Long-term effects, Two-phase methods, Hemorrhagic stroke, Ischemic stroke, Short-term effects, Hospital admissions, Air Pollution
date published: 2009
date modified: 2026-07-24T02:59:36Z
provider: University of Lund
publisher: Networked Digital Library of Theses and Dissertations
type: WebPage
source organization: Occupational and Environmental Medicine