In a single blind study, participants are randomly assigned to either the treatment group or the control group. The control group usually receives a placebo or the standard treatment, while the treatment group receives the experimental therapy. The key aspect is that the participants do not know which group they are in, but the researchers do. This helps in maintaining the objectivity of the participants' responses and reporting.