Air Pollution and Lung Function in Dutch Children: A Comparison of Exposure Estimates and Associations Based on Land Use Regression and Dispersion Exposure Modeling Approaches

Background

There is limited knowledge about the extent to which estimates of air pollution effects on health are affected by the choice for a specific exposure model.

Objectives

We aimed to evaluate the correlation between long-term air pollution exposure estimates using two commonly used exposure modeling techniques dispersion and land use regression (LUR) models] and, in addition, to compare the estimates of the association between long-term exposure to air pollution and lung function in children using these exposure modeling techniques.

Methods

We used data of 1,058 participants of a Dutch birth cohort study with measured forced expiratory volume in 1 sec (FEV₁), forced vital capacity (FVC), and peak expiratory flow (PEF) measurements at 8 years of age. For each child, annual average outdoor air pollution exposure nitrogen dioxide (NO₂), mass concentration of particulate matter with diameters ≤ 2.5 and ≤ 10 μm (PM_2.5, PM₁₀), and PM_2.5 soot] was estimated for the current addresses of the participants by a dispersion and a LUR model. Associations between exposures to air pollution and lung function parameters were estimated using linear regression analysis with confounder adjustment.

Results

Correlations between LUR- and dispersion-modeled pollution concentrations were high for NO₂, PM_2.5, and PM_2.5 soot (R = 0.86–0.90) but low for PM₁₀ (R = 0.57). Associations with lung function were similar for air pollutant exposures estimated using LUR and dispersion modeling, except for associations of PM_2.5 with FEV₁ and FVC, which were stronger but less precise for exposures based on LUR compared with dispersion model.

Conclusions

Predictions from LUR and dispersion models correlated very well for PM_2.5, NO₂, and PM_2.5 soot but not for PM₁₀. Health effect estimates did not depend on the type of model used to estimate exposure in a population of Dutch children.

Citation

Wang M, Gehring U, Hoek G, Keuken M, Jonkers S, Beelen R, Eeftens M, Postma DS, Brunekreef B. 2015. Air pollution and lung function in Dutch children: a comparison of exposure estimates and associations based on land use regression and dispersion exposure modeling approaches. Environ Health Perspect 123:847–851; http://dx.doi.org/10.1289/ehp.1408541