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Using Randomization in Development Economics Research: A. Toolkit

文献名称 Using Randomization in Development Economics Research: A. Toolkit
文献作者 Duflo, Esther Glennerster, Rachel Kremer, Michael
作者所在单位 MIT,Harvard University
文献分类 已发表文献
学科一级分类 经济
学科二级分类 行为与实验经济学
文献摘要 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 settings. Third, it discusses designs 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.
参考文献
关键字 development, experiments and program evaluation
发表所在刊物(或来源) Handbook of Development Economics Volume 4, 2007, Pages 3895-3962
发表时间 2007
适用研究领域
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