American Journal of Epidemiology · 2003 · 58 citations · 12 references
Public HealthBiostatisticsGeneticsEpidemiologic MethodsEpidemiologyGenetic EpidemiologyBias ControlCase-control StudiesCausal Inference In GeneticsGene-environment InteractionGenotype-by-environment InteractionSelection BiasCase-control Association StudiesCase-control Selection BiasCausal Effects Of Genetic VariantsGene-environment AssociationsGene-environment Interaction In Causal InferenceGene-environment Interaction ModelingSelection Bias AnalysisSelection Bias In Genetic Studies
Selection bias is a common concern in epidemiologic studies, particularly case-control studies. Selection bias in the odds ratio occurs when participation depends jointly on exposure and disease status. General results for understanding when selection bias may affect studies involving gene-environment interactions have not yet been developed. In this paper, the authors show that the assessment of gene-environment interactions will not be subject to selection bias under the assumption that genotype does not influence participation conditional on exposure and disease status. This is true even when selection, including self-selection of subjects, is jointly influenced by exposure and disease and regardless of whether the genotype is related to exposure, disease, or both. The authors present an example to illustrate this concept.
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