What is Systemic Error (Bias)?
Published online by Cambridge University Press: 22 April 2026
Here we sail into an analysis of what is random error (chance) and what is systemic error (bias), the focus of this present work. Bias produces research whose results are the most destructive; the result appears to be precise (chance does not exert a large effect), but it is wrong. Early descriptions of bias list 35 types but later catalogues describe well over 200. Documenting an association between risk factor and disease is the sine qua non in a causal analysis, and this is where bias most fully operates.
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