This video that discusses whether alcoholics anonymous actually improves the outcomes of alcoholics who attend the meeting. More broadly, the video the AA treatment effect discussion serves as an example for expounding on some fundamental statistical issues such as selection bias, randomization, intention to treat, marginal effect, instrumental variables, and others.