 Poor blinding can exaggerate the perceived effects of treatment, particularly if any such effects are small.Blinding should be appropriate to the study, and is ideally double blind, wherein neither the patient nor doctor is aware of whether they are in the control or test group, eliminating any such psychological effects from the study.Withdrawals and dropouts are those patients who fail to complete a course of treatment, or fail to report back on its outcome to the researchers.