Please use this identifier to cite or link to this item: http://hdl.handle.net/10419/150931
Authors: 
Voigtländer, Sven
Goebel, Jan
Claßen, Thomas
Wurm, Michael
Berger, Ursula
Strunk, Achim
Elbern, Hendrik
Year of Publication: 
2011
Series/Report no.: 
SOEPpapers on Multidisciplinary Panel Data Research 386
Abstract: 
Background: In panel datasets information on environmental exposures is scarce. Thus, our goal was to probe the use of area-wide geographically referenced data for air pollution from an external data source in the analysis of physical health. Methods: The study population comprised SOEP respondents in 2004 merged with exposures for NO2, PM10 and O3 based on a multi-year reanalysis of the EURopean Air pollution Dispersion-Inverse Model (EURAD-IM). Apart from bivariate analyses with subjective air pollution we estimated cross-sectional multilevel regression models for physical health as assessed by the SF-12. Results: The variation of average exposure to NO2, PM10 and O3 was small with the interquartile range being less than 10µg/m3 for all pollutants. There was no correlation between subjective air pollution and average exposure to PM10 and O3, while there was a very small positive correlation between the first and NO2. Inclusion of objective air pollution in regression models did not improve the model fit. Conclusions: It is feasible to merge environmental exposures to a nationally representative panel study like the SOEP. However, in our study the spatial resolution of the specific air pollutants has been too little, yet.
Subjects: 
SOEP
Geographically Referenced Data
Feasibility Study
Air Pollution
EURAD-IM
Physical Health
Document Type: 
Working Paper

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