In an observational study, researchers simply collect data based on what is seen and heard and infer based on the data collected. Researchers observe subjects and measure variables of interest without any intervention to the subjects. Experimental study is a study in which the researcher manipulates some of the variables and try to determine how the manipulation influences other variables.