Externalities in program evaluation: the impact of a women’s empowerment program on immunization

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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. © 2011 by the European Economic Association.
Original languageEnglish
Pages (from-to)1082-1113
Number of pages32
JournalJournal of the European Economic Association
Issue number6
Publication statusPublished - 2011

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