[vacri]

A control group goes through the same amount of attention and procedure as the experimental group, controlling for as many independent variables as possible. "Someone in a lab coat is watching my diet" all by itself is probably a pretty strong motivator for change, and one that the general public does not have. What people eat when they think someone's watching can be markedly different to what they'd eat in private.