A controlled experiment is a kind of comparison. It often compares the results from experimental samples against control samples. Control samples are the same as the experimental sample, except for one difference. This difference is the one thing whose effect is being tested (the independent variable). A good example would be a drug trial. The sample or group receiving the drug would be the experimental group (treatment group); and the one receiving the placebo or an older treatment would be the control group.