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Incorporating Measurement Error from Modeled Air Pollution Exposures into Epidemiological Analyses

Incorporating Measurement Error from Modeled Air Pollution Exposures into Epidemiological Analyses Curr Envir Health Rpt (2017) 4:472–480 DOI 10.1007/s40572-017-0160-1 AIR POLLUTION AND HEALTH (S ADAR AND B HOFFMANN, SECTION EDITORS) Incorporating Measurement Error from Modeled Air Pollution Exposures into Epidemiological Analyses 1 2 Evangelia Samoli & Barbara K. Butland Published online: 5 October 2017 Springer International Publishing AG 2017, Corrected publication October/ 2017 Abstract absence of exposure validation data and the methodological Purpose of review Outdoor air pollution exposures used in complexity of the proposed methods. Future epidemiological epidemiological studies are commonly predicted from spatio- studies should consider in their design phase the requirements temporal models incorporating limited measurements, tempo- for the measurement error correction method to be later ap- ral factors, geographic information system variables, and/or plied, while methodological advances are needed under the satellite data. Measurement error in these exposure estimates multi-pollutants setting. leads to imprecise estimation of health effects and their stan- . . . dard errors. We reviewed methods for measurement error cor- Keywords Air pollution Bootstrap Health Measurement . . rection that have been applied in epidemiological studies that error Regression calibration SIMEX use model-derived air pollution data. Recent findings We identified seven cohort studies and one panel study that have employed measurement error correction http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Current Environmental Health Reports Springer Journals

Incorporating Measurement Error from Modeled Air Pollution Exposures into Epidemiological Analyses

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References (36)

Publisher
Springer Journals
Copyright
Copyright © 2017 by Springer International Publishing AG
Subject
Biomedicine; Pharmacology/Toxicology; Medicine/Public Health, general; Environmental Health
eISSN
2196-5412
DOI
10.1007/s40572-017-0160-1
pmid
28983855
Publisher site
See Article on Publisher Site

Abstract

Curr Envir Health Rpt (2017) 4:472–480 DOI 10.1007/s40572-017-0160-1 AIR POLLUTION AND HEALTH (S ADAR AND B HOFFMANN, SECTION EDITORS) Incorporating Measurement Error from Modeled Air Pollution Exposures into Epidemiological Analyses 1 2 Evangelia Samoli & Barbara K. Butland Published online: 5 October 2017 Springer International Publishing AG 2017, Corrected publication October/ 2017 Abstract absence of exposure validation data and the methodological Purpose of review Outdoor air pollution exposures used in complexity of the proposed methods. Future epidemiological epidemiological studies are commonly predicted from spatio- studies should consider in their design phase the requirements temporal models incorporating limited measurements, tempo- for the measurement error correction method to be later ap- ral factors, geographic information system variables, and/or plied, while methodological advances are needed under the satellite data. Measurement error in these exposure estimates multi-pollutants setting. leads to imprecise estimation of health effects and their stan- . . . dard errors. We reviewed methods for measurement error cor- Keywords Air pollution Bootstrap Health Measurement . . rection that have been applied in epidemiological studies that error Regression calibration SIMEX use model-derived air pollution data. Recent findings We identified seven cohort studies and one panel study that have employed measurement error correction

Journal

Current Environmental Health Reports – Springer Journals

Published: Oct 5, 2017

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