This approach has been used, for example, to determine whether piped water to homes
reduces childhood diarrhea (Jalan and Ravallion 2003). Heckman and Navarro-Lozano (2004)
and Imbens (2004) discuss the robustness of the matching approach and compare it to other
methods of estimating causal effects of treatments that are not randomly assigned.