Illustrating bias due to conditioning on a collider

被引:604
作者
Cole, Stephen R. [1 ]
Platt, Robert W. [2 ]
Schisterman, Enrique F. [3 ]
Chu, Haitao [4 ]
Westreich, Daniel [1 ]
Richardson, David [1 ]
Poole, Charles [1 ]
机构
[1] UNC Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC USA
[2] McGill Univ, Dept Biostat, Montreal, PQ, Canada
[3] Eunice Kennedy Shriver NICHD, Epidemiol Branch, NIH, Bethesda, MD USA
[4] UNC Gillings Sch Global Publ Hlth, Dept Biostat, Chapel Hill, NC USA
关键词
Bias; selection; methods; epidemiologic; CAUSAL DIAGRAMS; EPIDEMIOLOGY; KNOWLEDGE; INFERENCE; DESIGN; MODELS;
D O I
10.1093/ije/dyp334
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
That conditioning on a common effect of exposure and outcome may cause selection, or collider-stratification, bias is not intuitive. We provide two hypothetical examples to convey concepts underlying bias due to conditioning on a collider. In the first example, fever is a common effect of influenza and consumption of a tainted egg-salad sandwich. In the second example, case-status is a common effect of a genotype and an environmental factor. In both examples, conditioning on the common effect imparts an association between two otherwise independent variables; we call this selection bias.
引用
收藏
页码:417 / 420
页数:4
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