Control Arm (Definition) The group of participants in a clinical trial that does not receive the experimental treatment. Instead, they may receive: A placebo, The standard of care, or No treatment, depending on the study design. The control arm serves as a baseline for comparison, helping researchers determine the effectiveness and safety of the new intervention being tested in the experimental arm.