Clinical trials are often done in a "randomized" way. These are sometimes called RCTs for "randomized clinical trials." In an RCT, some people will be chosen at random to receive a treatment or intervention, such as a new drug. The rest of the participants will be given a "placebo," such as a sugar pill. In other cases, when two interventions are being compared, one group will receive one of the interventions and the other group will be given a different one. Some clinical trials are also "blinded." This means that both the volunteers and the doctors do not know if people are taking the new medicine or the placebo. Only at the end of the study will this be revealed. Since people are chosen at random (similar to a coin toss) in an RCT, people who receive the treatment should be no different than those who do not. For instance, there should be an equal number of males who receive treatment compared with those who do not. This helps reduce bias due to something like gender in a study.
New drugs are first developed in research labs, and then tested in animals. Only then are clinical studies done in humans. Clinical trials of new drugs are done in different phases: