However, the experiment is the design of choice for studies that seek to make causal conclusions, and particularly for evaluations of educational innovations. Educators and policymakers legitimately ask, “If we implement Program X instead of Program Y, or instead of our current program, what will be the likely outcomes for children?” For questions posed in this way, there are few alternatives to well-designed experiments.