arrow
Return

Experimentation at Scale

delete2017-11-01
delete109
delete
OA
AI
K
Karthik Muralidharan *
P
Paul Niehaus
DOI:10.1257/jep.31.4.103delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
This paper makes the case for greater use of randomized experiments at scale. We review various critiques of experimental program evaluation in developing countries, and discuss how experimenting at scale along three specific dimensions-the size of the sampling frame, the number of units treated, and the size of the unit of randomization-can help alleviate the concerns raised. We find that program-evaluation randomized controlled trials published over the last 15 years have typically been small in these senses, but also identify a number of examples-including from our own work-demonstrating that experimentation at much larger scales is both feasible and valuable.
Keywords:
FIELD EXPERIMENT
PERFORMANCE PAY
INDIA
INDONESIA
PROGRAM
IMPACT
EDUCATION
HEALTH
POOR
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

J
Journal of Economic Perspectives
IF:
8.8
Papers:
1.8K
Citations:
2.0W

Organization

University of California System cover
University of California System
Scholars:
37.5W
Papers: 33.7W
Citations: 6.6K