A placebo is a substance or treatment with no therapeutic effect, often used as a control in clinical trials to test the efficacy of a new drug or treatment. In epidemiology, placebos are crucial for understanding how much of the treatment effect can be attributed to the drug itself versus the patients' expectations and other psychological factors.