Consequences of exposure measurement error for confounder identification in environmental epidemiology

被引:38
作者
Budtz-Jorgensen, E
Keiding, N
Grandjean, P
Weihe, P
White, RF
机构
[1] Univ Copenhagen, Dept Biostat, DK-2200 Copenhagen N, Denmark
[2] Univ So Denmark, Inst Publ Hlth, DK-5000 Odense, Denmark
[3] Boston Univ, Sch Med, Dept Environm Hlth, Boston, MA 02118 USA
[4] Boston Univ, Sch Med, Dept Neurol, Boston, MA 02118 USA
[5] Boston Univ, Sch Publ Hlth, Dept Neurol, Boston, MA 02118 USA
[6] Boston Univ, Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02118 USA
[7] Faroese Hosp Syst, FR-100 Torshavn, Faroe Islands, Denmark
关键词
bias; confounding; factor analysis; instrumental variables; measurement error; multiple regression;
D O I
10.1002/sim.1541
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Non-differential measurement error in the exposure variable is known to attenuate the dose-response relationship. The amount of attenuation introduced in a given situation is not only a function of the precision of the exposure measurement but also depends on the conditional variance of the true exposure given the other independent variables. In addition, confounder effects may also be affected by the exposure measurement error. These difficulties in statistical model development are illustrated by examples from a epidemiological study performed in the Faroe Islands to investigate the adverse health effects of prenatal mercury exposure. Copyright (C) 2003 John Wiley Sons, Ltd.
引用
收藏
页码:3089 / 3100
页数:12
相关论文
共 11 条
[1]   Estimation of health effects of prenatal methylmercury exposure using structural equation models [J].
Esben Budtz-Jørgensen ;
Niels Keiding ;
Philippe Grandjean ;
Pal Weihe .
Environmental Health, 1 (1)
[2]  
Carroll RJ., 1995, MEASUREMENT ERROR NO
[3]  
Fuller W. A., 2009, Measurement error models
[4]   IMPACT OF MATERNAL SEAFOOD DIET ON FETAL EXPOSURE TO MERCURY, SELENIUM, AND LEAD [J].
GRANDJEAN, P ;
WEIHE, P ;
JORGENSEN, PJ ;
CLARKSON, T ;
CERNICHIARI, E ;
VIDERO, T .
ARCHIVES OF ENVIRONMENTAL HEALTH, 1992, 47 (03) :185-195
[5]   Cognitive deficit in 7-year-old children with prenatal exposure to methylmercury [J].
Grandjean, P ;
Weihe, P ;
White, RF ;
Debes, F ;
Araki, S ;
Yokoyama, K ;
Murata, K ;
Sorensen, N ;
Dahl, R ;
Jorgensen, PJ .
NEUROTOXICOLOGY AND TERATOLOGY, 1997, 19 (06) :417-428
[6]  
Grandjean P, 1999, AM J EPIDEMIOL, V150, P301, DOI 10.1093/oxfordjournals.aje.a010002
[7]  
*NAS, 2000, TOX EFF MEH
[8]  
NEALE MC, 1999, MX STAT MODELING
[9]  
*NIH, 1998, SCI ISS REL ASS HLTH
[10]  
Rothman K., 2008, Modern epidemiology