Suppose that we are worried about local government corruption by mayors. The President of Brazil has been reading some behavioral economics literature and thinks that asking mayors to sign a pledge that they will not engage in corruption could reduce corruption levels. Half of mayors are randomly asked to take the pledge. About half of mayors that are asked choose to sign the pledge. Suppose we have good measures of actual corruption for all mayors but only after the program is