"Good policy design requires understanding of how agents respond to incentives and how they interact through market and non-market institutions. New approaches to policy design have recently emerged. These rely on controlled experiments as well as analysis of natural policy experiments. They allow us not only to evaluate whether a policy has been successful but also to test the theoretical channel ...