Randomized experiments are rarely feasible in large-scale educational and social evaluations. Most evaluations are observational studies in which the investigators have very limited control over the assignment of individuals to treatments. Since the effect of an intervention becomes confounded with those of other influences, clear causal inferences are very difficult to obtain.