In data analysis, we often ask “Do these two groups differ in the outcome variable”? Asking this question, a tacit assumption may be that the grouping variable is the cause of the difference in the outcome variable. For example, assume the two groups are “treatment group” and “control group”, and the outcome variable is “pain reduction”. A typical approach would be to report the strenght of the difference by help of Cohen’s …