Only true experiments allow researchers to make causal conclusions based on study results. Valid causal statements, though, require a high level of control in many aspects of the experimental design.

How Do You Determine Causality!

You need to have control of the situation if you want to have a reasonable chance of saying factors X and Y really affect outcome Z.