A policy will be used more heavily in a time and place where its cost
is lower. The analyst who treats times and places as identical will ov
erestimate the policy's net benefit, especially for policy intensities
greater than exist in his sample. In regression analysis, the problem
can be solved by instrumental variables. Using state-level data, the
technique substantially increases the estimated responsiveness of ille
gitimacy to transfers.