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Using the regression discontinuity design with implicit partitions: The impacts of comunidades solidarias rurales on schooling in El Salvador

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  • de Brauw, Alan
  • Gilligan, Daniel

Abstract

Regression discontinuity design (RDD) is a useful tool for evaluating programs when a single variable is used to determine program eligibility. RDD has also been used to evaluate programs when eligibility is based on multiple variables that have been aggregated into a single index using explicit, often arbitrary, weights. In this paper, we show that under specific conditions, regression discontinuity can be used in instances when more than one variable is used to determine eligibility, without assigning explicit weights to map those variables into a single measure.

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Bibliographic Info

Paper provided by International Food Policy Research Institute (IFPRI) in its series IFPRI discussion papers with number 1116.

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Date of creation: 2011
Date of revision:
Handle: RePEc:fpr:ifprid:1116

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Keywords: Regression discontinuity design; partitioned cluster analysis; Schooling; Impact evaluation;

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References

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  1. Bernard, Tanguy & Dercon, Stefan & Taffesse, Alemayehu Seyoum, 2011. "Beyond fatalism: An empirical exploration of self-efficacy and aspirations failure in Ethiopia," IFPRI discussion papers 1101, International Food Policy Research Institute (IFPRI).
  2. Zhang, Xiaobo & Hu, Dinghuan, 2011. "Overcoming successive bottlenecks: The evolution of a potato cluster in China," IFPRI discussion papers 1112, International Food Policy Research Institute (IFPRI).
  3. Quisumbing, Agnes R. & Kumar, Neha & Behrman, Julia A., 2011. "Do shocks affect men's and women's assets differently?: A review of literature and new evidence from Bangladesh and Uganda," IFPRI discussion papers 1113, International Food Policy Research Institute (IFPRI).
  4. Oral Capps Jr. & Sergio Colin‐Castillo & Manuel A. Hernandez, 2013. "Do Marketing Margins Change with Food Scares? Examining the Effects of Food Recalls and Disease Outbreaks in the U.S. Red Meat Industry," Agribusiness, John Wiley & Sons, Ltd., vol. 29(4), pages 426-454, 09.
  5. Spielman, David J. & Kolady, Deepthi E. & Cavalieri, Anthony & Rao, N. Chandrasekhara, 2014. "The seed and agricultural biotechnology industries in India: An analysis of industry structure, competition, and policy options," Food Policy, Elsevier, vol. 45(C), pages 88-100.
  6. Manuel A. Hernández & Raúl Ibarra-Ramírez & Danilo R. Trupkin, 2011. "How Far Do Shocks Move Across Borders? Examining Volatility Transmission in Major Agricultural Futures Markets," Working Papers 2011-15, Banco de México.
  7. Saak, Alexander, 2011. "Collective reputation, social norms, and participation:," IFPRI discussion papers 1107, International Food Policy Research Institute (IFPRI).
  8. Fermont, Anneke & Benson, Todd, 2011. "Estimating yield of food crops grown by smallholder farmers: A review in the Uganda context," IFPRI discussion papers 1097, International Food Policy Research Institute (IFPRI).
  9. Futoshi Yamauchi, 2012. "Prenatal Seasonality, Child Growth, and Schooling Investments: Evidence from Rural Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1323-1341, September.
  10. Cohen, Marc J. & Lemma, Mamusha, 2011. "Agricultural extension services and gender equality: An institutional analysis of four districts in Ethiopia," IFPRI discussion papers 1094, International Food Policy Research Institute (IFPRI).
  11. Torero, Maximo & Viceisza, Angelino, 2011. "Potential collusion and trust: Evidence from a field experiment in Vietnam," IFPRI discussion papers 1100, International Food Policy Research Institute (IFPRI).
  12. Van Campenhout, Bjorn & Lecoutere, Els & D'Exelle, Ben, 2011. "Trading in turbulent times: Smallholder maize marketing in the southern highlands, Tanzania," IFPRI discussion papers 1099, International Food Policy Research Institute (IFPRI).
  13. Kim, Sunny S. & Habicht, Jean-Pierre & Menon, Purnima & Stoltzfus, Rebecca J., 2011. "How do programs work to improve child nutrition?: Program impact pathways of three nongovernmental organization intervention projects in the Peruvian highlands," IFPRI discussion papers 1105, International Food Policy Research Institute (IFPRI).
  14. Reardon, Thomas & Minten, Bart, 2011. "The quiet revolution in India's food supply chains:," IFPRI discussion papers 1115, International Food Policy Research Institute (IFPRI).
  15. Nakasone, Eduardo, 2011. "The impact of land titling on labor allocation: Evidence from rural Peru," IFPRI discussion papers 1111, International Food Policy Research Institute (IFPRI).
  16. Chitiga, Margaret & Fofana, Ismael & Mabugu, Ramos, 2011. "A multiregion general equilibrium analysis of fiscal consolidation in South Africa:," IFPRI discussion papers 1110, International Food Policy Research Institute (IFPRI).
  17. Kumar, Neha & Quisumbing, Agnes R., 2011. "Gendered impacts of the 2007-08 food price crisis: Evidence using panel data from rural Ethiopia," IFPRI discussion papers 1093, International Food Policy Research Institute (IFPRI).
  18. Cohen, Marc J. & Lemma, Mamusha, 2011. "Agricultural extension services and gender equality: An institutional analysis of four districts in Ethiopia," ESSP working papers 28, International Food Policy Research Institute (IFPRI).
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Citations

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Cited by:
  1. Yu, Bingxin & Nin-Pratt, Alejandro & Funes, José & Gemessa, Sinafikeh Asrat, 2011. "Cereal production and technology adoption in Ethiopia:," IFPRI discussion papers 1131, International Food Policy Research Institute (IFPRI).
  2. Alan de Brauw, 2012. "Regression Discontinuity Impacts with an Implicit Index: Evaluating El Salvador?s Comunidades Solidarias Rurales Transfer Programme," One Pager 167, International Policy Centre for Inclusive Growth.
  3. Glendenning, Claire J. & Asenso-Okyere, Kwadwo & Babu, Suresh C., 2011. "Evaluation of value-added agricultural advisory services: Case study of agriclinics in Southern India," IFPRI discussion papers 1125, International Food Policy Research Institute (IFPRI).
  4. de Brauw, Alan & Peterman, Amber, 2011. "Can conditional cash transfers improve maternal health and birth outcomes?: Evidence from El Salvador's Comunidades Solidarias Rurales," IFPRI discussion papers 1080, International Food Policy Research Institute (IFPRI).
  5. Prasad, Sanjay K. & Pullabhotla, Hemant & Ganesh-Kumar, A., 2011. "Supply and demand for cereals in Nepal, 2010–2030:," IFPRI discussion papers 1120, International Food Policy Research Institute (IFPRI).
  6. Takeshima, Hiroyuki & Salau, Sheu, 2011. "How does ownership of farm implements affect investment in other farm implements when farmers' liquidity constraint is relaxed?: Insights from Nigeria," IFPRI discussion papers 1133, International Food Policy Research Institute (IFPRI).
  7. Laborde Debucquet, David & Martin, Will & van der Mensbrugghe, Dominique, 2011. "Measuring the impacts of global trade reform with optimal aggregators of distortions:," IFPRI discussion papers 1123, International Food Policy Research Institute (IFPRI).
  8. Alan de Brauw, 2012. "Evaluación de Impactos Usando Regresión Discontinua con Índice Implícito: Evaluando el Programa de Transferencias de El Salvador Comunidades Solidarias Rurales," One Pager Spanish 167, International Policy Centre for Inclusive Growth.
  9. Morley, Samuel & Piñeiro, Valeria & Robinson, Sherman, 2011. "External shocks and policy alternatives in small open economies: The case of El Salvador," IFPRI discussion papers 1134, International Food Policy Research Institute (IFPRI).
  10. Cai, Ximing & Yang, Yi-Chen E. & Zhao, Jianshi & Ringler, Claudia, 2011. "Can water allocation in the Yellow River basin be improved?: Insights from a multi-agent system model," IFPRI discussion papers 1117, International Food Policy Research Institute (IFPRI).
  11. Yamauchi, Futoshi & Liu, Yanyan, 2011. "Impacts of an early education intervention on students' learning achievement: Evidence from the Philippines," IFPRI discussion papers 1121, International Food Policy Research Institute (IFPRI).
  12. Zambrano, Patricia & Maldonado, Jorge H. & Mendoza, Sandra L. & Ruiz, Lorena & Fonseca, Luz Amparo & Cardona, Iván, 2011. "Women cotton farmers: Their perceptions and experiences with transgenic varieties: A case study for Colombia," IFPRI discussion papers 1118, International Food Policy Research Institute (IFPRI).
  13. Morley, Samuel & Piñeiro, Valeria & Robinson, Sherman, 2011. "A dynamic computable general equilibrium model with working capital for Honduras:," IFPRI discussion papers 1130, International Food Policy Research Institute (IFPRI).

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