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Impact of Residential Mobility on Exposure Assessment in Longitudinal Air Pollution Studies: A Sensitivity Analysis within the ESCAPE Project

机译:住宅流动性对纵向空气污染研究暴露评估的影响:逃生项目中的敏感性分析

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Exposure misclassification in longitudinal studies of air pollution exposure and health effects can occur due to residential mobility in a study population over followup. The aim of this study was to investigate to what extent residential mobility during followup can be expected to cause exposure misclassification in such studies, where exposure at the baseline address is used as the main exposure assessment. The addresses for each participant in a large population-based study (N>25,000) were obtained via national registers. We used a Land Use Regression model to estimate theNOxconcentration for each participant's all addresses during the entire follow-up period (in average 14.6 years) and calculated an average concentration during followup. The Land Use Regression model explained 83% of the variation in measured levels. In summary, theNOxconcentration at the inclusion address was similar to the average concentration over followup with a correlation coefficient of 0.80, indicating that air pollution concentration at study inclusion address could be used as indicator of average air pollution concentrations over followup. The differences between an individual's inclusion and average follow-up mean concentration were small and seemed to be nondifferential with respect to a large range of factors and disease statuses, implying that bias due to residential mobility was small.
机译:由于在研究人口上的住宿流动,可能发生在空气污染暴露和健康效果的纵向研究中的暴露错误分类。本研究的目的是调查随访期间的住宅移动程度,可以预期在这些研究中导致暴露错误分类,其中基线地址的暴露被用作主要的暴露评估。通过国家寄存器获得基于大量的基于人口的研究(N> 25,000)的每个参与者的地址。我们使用土地利用回归模型来估计每个参与者在整个随访期间所有地址(平均14.6岁)的所有地址的估计,并计算出在后续期间的平均浓度。土地利用回归模型解释了测量水平的83%的变化。总之,夹杂物地址处的氧融合与随访的平均浓度类似于0.80的相关系数,表明研究包涵体地址的空气污染浓度可用作平均空气污染浓度的情况下随访。个人包容性和平均后续平均浓度之间的差异很小,似乎是关于大量因素和疾病状态的不良,这意味着由于住宅流动性引起的偏差很小。

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