When a cause-and-effect relationship between an independent and a dependent variable of interest is to be clearly established, then all other variables that might contaminate or confound the relationship have to be tightly controlled so that the actual causal effects of the investigated independent variable on the dependent variable can be determined.
It is also necessary to manipulate the independent variable so that the extent of its causal effects can be established.