A control group is a baseline group in an experiment that does not receive the experimental treatment, allowing researchers to isolate the effect of the treatment by comparing it to this untreated group. It is essential for ensuring the validity of an experiment's results by accounting for placebo effects and other external factors that might influence the outcome.