Experimental research designs aim to test hypotheses by manipulating variables and observing the effects of the changes. There are different types of experimental designs such as pre-experimental, true experimental, and quasi-experimental designs which vary in how tightly they control variables and the strength of conclusions that can be drawn. The goal of experimental designs is to establish causal relationships between independent and dependent variables through control and random assignment.