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Using Randomization in Development Economics Research: A Toolkit


Esther Duflo


Massachusetts Institute of Technology (MIT) - Department of Economics; National Bureau of Economic Research (NBER); Centre for Economic Policy Research (CEPR); Bureau for Research and Economic Analysis of Development (BREAD)

Rachel Glennerster


Massachusetts Institute of Technology (MIT) - Department of Economics

Michael Kremer


Harvard University - Department of Economics; Brookings Institution; National Bureau of Economic Research (NBER); Center for Global Development

December 12, 2006

MIT Department of Economics Working Paper No. 06-36

Abstract:     
This paper is a practical guide (a toolkit) for researchers, students and practitioners wishing to introduce randomization as part of a research design in the field. It first covers the rationale for the use of randomization, as a solution to selection bias and a partial solution to publication biases. Second, it discusses various ways in which randomization can be practically introduced in a field setting. Third, it discusses design issues such as sample size requirements, stratification, level of randomization and data collection methods. Fourth, it discusses how to analyze data from randomized evaluations when there are departures from the basic framework. It reviews in particular how to handle imperfect compliance and externalities. Finally, it discusses some of the issues involved in drawing general conclusions from randomized evaluations, including the necessary use of theory as a guide when designing evaluations and interpreting results.

Number of Pages in PDF File: 89

Keywords: Randomized evaluations, Experiments, Development, Program Evaluation

JEL Classification: I0, J0, O0, C93

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Date posted: December 15, 2006  

Suggested Citation

Duflo, Esther, Glennerster, Rachel and Kremer, Michael, Using Randomization in Development Economics Research: A Toolkit (December 12, 2006). MIT Department of Economics Working Paper No. 06-36. Available at SSRN: http://ssrn.com/abstract=951841 or http://dx.doi.org/10.2139/ssrn.951841

Contact Information

Esther Duflo (Contact Author)
Massachusetts Institute of Technology (MIT) - Department of Economics ( email )
50 Memorial Drive
Room E52-252G
Cambridge, MA 02142
United States
617-258-7013 (Phone)
617-253-6915 (Fax)
National Bureau of Economic Research (NBER)
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
Centre for Economic Policy Research (CEPR)
77 Bastwick Street
London, EC1V 3PZ
United Kingdom
Bureau for Research and Economic Analysis of Development (BREAD) ( email )
Duke University
Durham, NC 90097
United States
Rachel Glennerster
Massachusetts Institute of Technology (MIT) - Department of Economics ( email )
50 Memorial Drive
Cambridge, MA 02142
United States
617 324-0098 (Phone)
Michael Kremer
Harvard University - Department of Economics ( email )
Littauer Center
Rm. 207
Cambridge, MA 02138
United States
Brookings Institution
1775 Massachusetts Ave. NW
Washington, DC 20036-2188
United States
National Bureau of Economic Research (NBER) ( email )
1050 Massachusetts Avenue
Cambridge, MA 02138
United States
Center for Global Development
1800 Massachusetts Ave NW
Third Floor
Washington, DC 20036
United States
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