Discusses the challenges involved in evaluating federal education programs that provide funds to schools and districts, such as Title I, but do not require a fixed set of activities, reflecting on previous evaluations of federal education funding streams, analyzing the strengths and weaknesses of various evaluation designs, and making the case for an evaluation design that combines nationally representative surveys with longitudinal impact studies. (Contains references.) (SM)