Random variation and systematic error caused by various preanalytical variables, estimated by linear mixed-effects models

► A model for estimating preanalytical variation and systematic error is essential. ► Using linear mixed-effects models is an effective approach. ► Pneumatic tube system had systematic and random effects on some analytes. ► Using butterfly needles had small effects on some analytes.