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Optimal Design of Experiments in the Presence of Interference
October 19, 2016Poverty and Applied Microeconomics Seminar Series

Speaker: Aislinn Bohren is an Assistant Professor of Economics at University of Pennsylvania. More »

Abstract: In recent years, empirical researchers have become increasingly interested in studying settings with interference between units, in which an individual's outcome depends on the behavior and outcomes of others in her group. This paper formalizes the optimal design and analysis of two-stage randomized controlled trials to measure causal estimands in the presence of interference. Our main contributions are to map the potential outcomes framework for causal inference to a regression model with clustered errors, calculate the power of different two-stage designs and derive analytical insights for the optimal design of such experiments. We show that the power to detect average treatment effects declines precisely with the ability to identify novel treatment and spillover effects. We provide software for optimal design.

Paper»

Last Updated: Oct 14, 2016

The Poverty and Applied Micro Seminar Series is a weekly series hosted by the World Bank's research department. The series invites leading researchers in applied microeconomics from the fields of poverty, human development and public service delivery, agriculture and rural development, political economy, behavioral economics, private sector development, and a range of other fields to present the results of their most recent research in a seminar format. The full list of seminars can be viewed here.

Event Details
  • Date: October 19, 2016
  • Location: MC 3-570
  • Time: 12:30 - 2:00 pm
  • CONTACT: Shweta Mesipam
  • smesipam@worldbank.org



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