Blinding method is used to help eliminating differential bias. For example, in a double blind experiment, neither the observer nor the subject knows whether active medicine or identical looking placebo has been assigned. This procedure would assure that any bias that is present will affect measurements equally in the active and placebo groups.

Calibrating the instrument, for mechanical or electrical instruments, one should do periodic calibration using a gold standard.