Placebos are critical to randomized controlled trials (RCTs), which are considered the gold standard in clinical research. By using a placebo group, researchers can compare outcomes against the treatment group to determine the actual effect of the intervention. This helps in eliminating bias and ensuring that the results are due to the treatment and not other confounding factors.