Considering how important analogies are to human thinking, it is surprising how little attention educators and educational researchers give them. Valid research results can lead to false conclusions if viewed through the mental filter of a faulty analogy. This article examines two policy problems (prison literacy/recidivism rates and vanishing Head Start program effects) from the perspectives of the magic-bullet, tree-growing, and house-building analogies. (MLH)