In this article we survey the field of policy analysis from two perspectives. First, we discuss recent arguments made for and against the use of random assignment in social experimentation and policy analysis. Second, we argue that data, not methods, are driving policy analysis innovation. We review the benefits and drawbacks of three types of data—administrative data, spatial data, and Bi…