One statistical concept that instructors frequently don't have time to cover in Stat 101 is the "interaction" effect. I will explain this concept using the fantastic interactive graphic by the visualization team at the German publication Zeit (please also read the corresponding post on Junk Charts here for some background.) When we ignore interactions, we end up with overly simplistic statistical summaries. For example, some study might find that drinking…