Conditions to Consider in the Use of Randomized Experimental Designs in Evaluation

G. Julnes, M. Mark, Stephanie L. Shipman
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Abstract

Debates about the role of randomized experiments in evaluation have been heated at times, which likely has not facilitated and possibly has hindered thoughtful judgments about whether and when to use a randomized experimental design. The challenges of thoughtful deliberation may be especially great for funders and others who influence the choice of an evaluation design but are not immersed in methodological literatures. The current paper offers a non-technical summary of general factors to take into consideration when determining the appropriateness of a randomized design in a forthcoming evaluation or set of evaluations. Four general conditions are described that should be considered with respect to the specific context for the upcoming evaluation(s). These are, first, the expected value of the information that a well-implemented experiment can provide in the specific context; second, the legal and ethical issues that apply in the circumstances at hand; third, the practical constraints (or facilitating factors) that would apply to a randomized experiment in that context; and fourth, the likely value of the experimental findings in relation to and as part of a portfolio of evaluative studies in the specific context.
在评估中使用随机实验设计应考虑的条件
关于随机实验在评估中的作用的争论有时很激烈,这可能没有促进,也可能阻碍了对是否以及何时使用随机实验设计的深思熟虑的判断。对于资助者和其他影响评估设计选择但不沉浸在方法论文献中的人来说,深思熟虑的挑战可能特别大。当前的论文提供了一个非技术性的概述,概述了在即将进行的评估或一组评估中确定随机设计的适当性时要考虑的一般因素。描述了四个一般条件,应根据即将进行的评估的具体情况加以考虑。首先,这些是一个实施良好的实验在特定背景下可以提供的信息的预期价值;第二,适用于当前情况的法律和伦理问题;第三,在这种情况下,适用于随机实验的实际约束(或促进因素);第四,实验结果在特定背景下与评价研究组合相关并作为其一部分的可能价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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