Impact Assessment with Opt-in Treatments: Evidence from a rural development project in Nicaragua
In this study we conduct an impact evaluation of a complex rural development project in Central America with multiple treatments taking place simultaneously, purposive program placement and project participant freedom to opt in to project interventions. For this purpose we use propensity score matching difference-in-differences estimation, and compare results of this method with weighted propensity score regression and simple difference-in-differences estimation. We find short term project impacts in household savings, in participation in groups and associations, and in reduction of stored grain losses. However, we find no project impacts in long-term outcomes associated with increased agricultural income or household asset accumulation. These results are not surprising, since the project evaluation was conducted two years into a three-year project, before beneficiaries had realized its full benefits. Our study calls attention to the need of more research on linking short term to long-term impacts and on longer term strategies to evaluate impacts of agricultural technology.
|Date of creation:||03 Jun 2013|
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- Daniel O. Gilligan & John Hoddinott, 2007.
"Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia,"
American Journal of Agricultural Economics,
Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
- Gilligan, Daniel O. & Hoddinott, John, 2007. "AJAE Appendix: Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security and Assets in Rural Ethiopia," American Journal of Agricultural Economics Appendices, Agricultural and Applied Economics Association, vol. 89(2), May.
- Gilligan, Daniel O. & Hoddinott, John, 2006. "Is there persistence in the impact of emergency food aid? Evidence on consumption, food security, and assets in rural Ethiopia," FCND discussion papers 209, International Food Policy Research Institute (IFPRI).
- Daniel Solís & Boris E. Bravo-Ureta & Ricardo E. Quiroga, 2009. "Technical Efficiency among Peasant Farmers Participating in Natural Resource Management Programmes in Central America," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 202-219.
- Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
- Michael Kremer, 2003. "Randomized Evaluations of Educational Programs in Developing Countries: Some Lessons," American Economic Review, American Economic Association, vol. 93(2), pages 102-106, May.
- Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
- Esther Duflo, 2010.
"The Medium Run Effects of Educational Expansion: Evidence from a Large School Construction Program in Indonesia,"
- Duflo, Esther, 2004. "The medium run effects of educational expansion: evidence from a large school construction program in Indonesia," Journal of Development Economics, Elsevier, vol. 74(1), pages 163-197, June.
- Esther Duflo, 2002. "The Medium Run Effects of Educational Expansion: Evidence from a Large School Construction Program in Indonesia," NBER Working Papers 8710, National Bureau of Economic Research, Inc.
- Miana Plesca & Jeffrey Smith, 2007. "Evaluating multi-treatment programs: theory and evidence from the U.S. Job Training Partnership Act experiment," Empirical Economics, Springer, vol. 32(2), pages 491-528, May.
- Rajeev H. Dehejia & Sadek Wahba, 1998.
"Propensity Score Matching Methods for Non-experimental Causal Studies,"
NBER Working Papers
6829, National Bureau of Economic Research, Inc.
- Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
- Ren Mu & Dominique van de Walle, 2011. "Rural Roads and Local Market Development in Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 47(5), pages 709-734.
- Esther Duflo & Michael Kremer & Jonathan Robinson, 2011.
"Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya,"
American Economic Review,
American Economic Association, vol. 101(6), pages 2350-90, October.
- Esther Duflo & Michael Kremer & Jonathan Robinson, 2009. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," NBER Working Papers 15131, National Bureau of Economic Research, Inc.
- Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
- Fang Lai & Elisabeth Sadoulet & Alain de Janvry, 2011. "The Contributions of School Quality and Teacher Qualifications to Student Performance: Evidence from a Natural Experiment in Beijing Middle Schools," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 123-153.
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