Low Participation Rates

Dean S. Karlan, J. Appel
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引用次数: 0

Abstract

This chapter focuses on low participation rates. Low participation rates squeeze the effective sample size for a test, making it more difficult, statistically, to identify a positive treatment effect. There are two moments in which low participation rates can materialize: during the intake process to a study or intervention, or after random assignment to treatment or control. Low participation during the intake process often occurs when marketing a program to the general public. Researchers working in the field with partner organizations often face inflexible constraints in trying to cope with low participation during intake. The second type of low participation—that which occurs after subjects have been randomly assigned to treatment or control—is a more daunting problem and is less likely solvable than low participation at the intake phase.
参与率低
本章的重点是低参与率。低参与率挤压了测试的有效样本量,使得在统计上更难以确定积极的治疗效果。有两个时刻会出现低参与率:在研究或干预的接受过程中,或在随机分配到治疗或控制之后。在招生过程中,低参与度经常发生在向公众推销项目时。与伙伴组织一起在该领域工作的研究人员在试图应对入学期间参与率低的问题时,经常面临僵化的限制。第二种低参与——发生在受试者被随机分配到治疗组或对照组之后——是一个更令人生畏的问题,比在摄入阶段的低参与更不可能解决。
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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