Challenges in using RCTs for evaluation of large-scale public programs with complex designs: Lessons from Peru
Author
Abstract
Suggested Citation
DOI: 10.1016/j.worlddev.2019.104798
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
- Javier Escobal & Carmen Ponce & Ramón Pajuelo Teves & Mauricio Espinoza, 2012. "Estudio comparativo de intervenciones para el desarrollo rural en la Sierra sur del Perú," Libros, Grupo de Análisis para el Desarrollo (GRADE), edition 1, number 2012-3, June.
- Deaton, Angus & Cartwright, Nancy, 2018.
"Understanding and misunderstanding randomized controlled trials,"
Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
- Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," Working Papers august_25.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
- Angus Deaton & Nancy Cartwright, 2017. "Understanding and misunderstanding randomized controlled trials," Working Papers 2017-10, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
- Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," NBER Working Papers 22595, National Bureau of Economic Research, Inc.
- Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008.
"Using Randomization in Development Economics Research: A Toolkit,"
Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962,
Elsevier.
- Esther Duflo & Rachel Glennerster & Michael Kremer, 2006. "Using Randomization in Development Economics Research: A Toolkit," CID Working Papers 138, Center for International Development at Harvard University.
- Kremer, Michael & Glennerster, Rachel & Duflo, Esther, 2007. "Using Randomization in Development Economics Research: A Toolkit," CEPR Discussion Papers 6059, C.E.P.R. Discussion Papers.
- Esther Duflo & Rachel Glennerster & Michael Kremer, 2006. "Using Randomization in Development Economics Research: A Toolkit," NBER Technical Working Papers 0333, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009.
"Recent Developments in the Econometrics of Program Evaluation,"
Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- Guido M. Imbens & Jeffrey M. Wooldridge, 2008. "Recent Developments in the Econometrics of Program Evaluation," NBER Working Papers 14251, National Bureau of Economic Research, Inc.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute of Labor Economics (IZA).
- Escobal, Javier & Ponce, Carmen, 2016. "Combinando protección social con generación de oportunidades económicas: una evaluación de los avances del programa Haku Wiñay," Libros, Grupo de Análisis para el Desarrollo (GRADE), edition 1, number 2016-1, June.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
- Yitayew, Asresu & Abdulai, Awudu & Yigezu, Yigezu A. & Deneke, Tilaye T. & Kassie, Girma T., 2021. "Impact of agricultural extension services on the adoption of improved wheat variety in Ethiopia: A cluster randomized controlled trial," World Development, Elsevier, vol. 146(C).
- Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
- Martin, Will, 2021. "Tools for measuring the full impacts of agricultural interventions," IFPRI-MCC technical papers 2, International Food Policy Research Institute (IFPRI).
- Michael C. Knaus, 2021.
"A double machine learning approach to estimate the effects of musical practice on student’s skills,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(1), pages 282-300, January.
- Knaus, Michael C., 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," IZA Discussion Papers 11547, Institute of Labor Economics (IZA).
- Michael C. Knaus, 2018. "A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Student's Skills," Papers 1805.10300, arXiv.org, revised Jan 2019.
- Müller, Tobias & Schmid, Christian & Gerfin, Michael, 2023.
"Rents for Pills: Financial incentives and physician behavior,"
Journal of Health Economics, Elsevier, vol. 87(C).
- Gerfin, Michael & Müller, Tobias & Schmid, Christian, 2022. "Rents for Pills: Financial Incentives and Physician Behavior," VfS Annual Conference 2022 (Basel): Big Data in Economics 264037, Verein für Socialpolitik / German Economic Association.
- Karnani, Mohit, 2016. "Freshmen teachers and college major choice: Evidence from a random assignment in Chile," MPRA Paper 76062, University Library of Munich, Germany.
- Benjamin Lu & Eli Ben-Michael & Avi Feller & Luke Miratrix, 2023. "Is It Who You Are or Where You Are? Accounting for Compositional Differences in Cross-Site Treatment Effect Variation," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 420-453, August.
- Massoni, Sébastien & Vergnaud, Jean-Christophe, 2012.
"How to improve pupils’ literacy? A cost-effectiveness analysis of a French educational project,"
Economics of Education Review, Elsevier, vol. 31(1), pages 84-91.
- Sébastien Massoni & Jean-Christophe Vergnaud, 2011. "How to Improve Pupils' Literacy ? A Cost-Effectiveness Analysis of a French Educational Project," Post-Print halshs-00639571, HAL.
- Sébastien Massoni & Jean-Christophe Vergnaud, 2012. "How to improve pupils' literacy? A cost-effectiveness analysis of a French educational project," Post-Print hal-00676515, HAL.
- Sébastien Massoni & Jean-Christophe Vergnaud, 2012. "How to improve pupils' literacy? A cost-effectiveness analysis of a French educational project," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00676515, HAL.
- Sébastien Massoni & Jean-Christophe Vergnaud, 2011. "How to improve pupils' literacy? A cost-effectiveness analysis of a French educational project," Documents de travail du Centre d'Economie de la Sorbonne 11055, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
- Sébastien Massoni & Jean-Christophe Vergnaud, 2011. "How to Improve Pupils' Literacy ? A Cost-Effectiveness Analysis of a French Educational Project," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00639571, HAL.
- Takahashi, Ryo & Todo, Yasuyuki & Funaki, Yukihiko, 2018. "How Can We Motivate Consumers to Purchase Certified Forest Coffee? Evidence From a Laboratory Randomized Experiment Using Eye-trackers," Ecological Economics, Elsevier, vol. 150(C), pages 107-121.
- Haoge Chang & Joel Middleton & P. M. Aronow, 2021. "Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials," Papers 2110.08425, arXiv.org, revised Oct 2021.
- Andreas C Drichoutis & Rodolfo M Nayga, 2020.
"Economic Rationality under Cognitive Load,"
The Economic Journal, Royal Economic Society, vol. 130(632), pages 2382-2409.
- Andreas Drichoutis & Rodolfo M. Nayga, Jr., 2017. "Economic rationality under cognitive load," Working Papers 2017-2, Agricultural University of Athens, Department Of Agricultural Economics.
- Drichoutis, Andreas C. & Nayga, Rodolfo, 2017. "Economic rationality under cognitive load," MPRA Paper 81111, University Library of Munich, Germany.
- Jörg Peters & Jörg Langbein & Gareth Roberts, 2018.
"Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity,"
The World Bank Research Observer, World Bank, vol. 33(1), pages 34-64.
- Peters, Jörg & Langbein, Jörg & Roberts, Gareth, 2017. "Generalization in the Tropics: Development policy, randomized controlled trials, and external validity," Ruhr Economic Papers 716, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Davis, K. & Nkonya, E. & Kato, E. & Mekonnen, D.A. & Odendo, M. & Miiro, R. & Nkuba, J., 2012.
"Impact of Farmer Field Schools on Agricultural Productivity and Poverty in East Africa,"
World Development, Elsevier, vol. 40(2), pages 402-413.
- Davis, Kristin & Kato, Edward & Mekonnen, Daniel Ayalew & Miiro, Richard & Nkonya, Ephraim & Nkuba, Jackson & Odendo, Martins, 2010. "Impact of farmer field schools on agricultural productivity and poverty in East Africa," IFPRI discussion papers 992, International Food Policy Research Institute (IFPRI).
- Bravo-Ureta, Boris E. & Higgins, Daniel & Arslan, Aslihan, 2020. "Irrigation infrastructure and farm productivity in the Philippines: A stochastic Meta-Frontier analysis," World Development, Elsevier, vol. 135(C).
- Denis Fougère & Nicolas Jacquemet, 2020.
"Policy Evaluation Using Causal Inference Methods,"
SciencePo Working papers Main
hal-03455978, HAL.
- Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03455978, HAL.
- Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03098058, HAL.
- Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," PSE-Ecole d'économie de Paris (Postprint) hal-03098058, HAL.
- Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," Working Papers hal-03455978, HAL.
- Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," Post-Print hal-03098058, HAL.
- Denis Fougère & Nicolas Jacquemet, 2021. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03098058, HAL.
- Fougère, Denis & Jacquemet, Nicolas, 2020. "Policy Evaluation Using Causal Inference Methods," IZA Discussion Papers 12922, Institute of Labor Economics (IZA).
- Maurizio Canavari & Andreas C. Drichoutis & Jayson L. Lusk & Rodolfo M. Nayga, Jr., 2018.
"How to run an experimental auction: A review of recent advances,"
Working Papers
2018-5, Agricultural University of Athens, Department Of Agricultural Economics.
- Canavari, Maurizio & Drichoutis, Andreas C. & Lusk, Jayson L. & Nayga, Rodolfo, 2018. "How to run an experimental auction: A review of recent advances," MPRA Paper 89715, University Library of Munich, Germany.
- Jan Marcus & Thomas Siedler & Nicolas R. Ziebarth, 2022.
"The Long-Run Effects of Sports Club Vouchers for Primary School Children,"
American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 128-165, August.
- Jan Marcus & Thomas Siedler & Nicolas R. Ziebarth, 2021. "The Long-Run Effects of Sports Club Vouchers for Primary School Children," SOEPpapers on Multidisciplinary Panel Data Research 1133, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Jan Marcus & Thomas Siedler & Nicolas R. Ziebarth, 2021. "The Long-Run Effects of Sports Club Vouchers for Primary School Children," NBER Working Papers 28819, National Bureau of Economic Research, Inc.
- Marcus, Jan & Siedler, Thomas & Ziebarth, Nicolas R., 2021. "The Long-Run Effects of Sports Club Vouchers for Primary School Children," IZA Discussion Papers 14246, Institute of Labor Economics (IZA).
- Jan Marcus & Thomas Siedler & Nicolas R. Ziebarth, 2021. "The Long-Run Effects of Sports Club Vouchers for Primary School Children," CEPA Discussion Papers 34, Center for Economic Policy Analysis.
- Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017.
"The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation,"
Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
- Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation," FSES Working Papers 454, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation," IZA Discussion Papers 8756, Institute of Labor Economics (IZA).
- Guido W. Imbens, 2020.
"Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics,"
Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
- Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.
More about this item
Keywords
RCTs; Impact evaluation; Multifaceted intervention; Small sample bias; Peru;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:wdevel:v:127:y:2020:i:c:s0305750x19304474. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.