Janssens, W. (2011). Externalities in program evaluation: the impact of a women’s empowerment program on immunization Journal of the European Economic Association, 9(6):1082--1113.

Impact evaluations of development programs usually do not explicitly take into account externalities on non-participants. Based on a unique dataset we estimate the direct as well as the spillover effects of Mahila Samakhya, a women's empowerment program in India, on child immunization. The survey covers both participants and non-participants in program villages, as well as respondents in control villages. We account for participation selection bias using instrumental variables. We propose a direct test for the exclusion restriction using the control villages. We find both direct effects on the immunization rates of participants' children and significant spillovers on immunization rates of non-participants' children. The impact of interventions might be substantially underestimated if such external effects were not taken into account. Alternative estimation methods such as propensity score matching and a regression discontinuity approach yield comparable results. {\textcopyright} 2011 by the European Economic Association.