How to Examine External Validity within an Experiment

34 Pages Posted: 16 Jul 2018 Last revised: 10 May 2021

See all articles by Amanda Kowalski

Amanda Kowalski

University of Michigan at Ann Arbor - Department of Economics

Date Written: July 2018

Abstract

A fundamental concern for researchers who analyze and design experiments is that the estimate obtained from the experiment might not be externally valid for other policies of interest. Researchers often attempt to assess external validity by comparing data from an experiment to external data. In this paper, I discuss approaches from the treatment effects literature that researchers can use to begin the examination of external validity internally, within the data from a single experiment. I focus on presenting the approaches simply using stylized examples.

Suggested Citation

Kowalski, Amanda, How to Examine External Validity within an Experiment (July 2018). NBER Working Paper No. w24834, Available at SSRN: https://ssrn.com/abstract=3214380

Amanda Kowalski (Contact Author)

University of Michigan at Ann Arbor - Department of Economics ( email )

Ann Arbor, MI
United States

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