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Preventing treatment spillover contamination in criminological field experiments: the case of body-worn police cameras

Published version
Peer-reviewed

Type

Article

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Authors

Sutherland, A 
Sherman, LW 

Abstract

ABSTRACT

Objectives: A central issue in experiments is protecting the integrity of causal identification from treatment spillover effects. The objective of this article is to demonstrate a bright line beyond which spillover of treatment renders experimental results misleading. We focus on a highly publicized recent test of police body-cameras that violated the key assumption of a valid experiment: independence of treatment conditions for each unit of analysis.
Methods: In this article, we set out arguments for and against particular units of random assignment in relation to protecting against spillover effects that violate the Stable Unit Transfer Value Assumption (SUTVA).
Results: Comparisons to methodological solutions from other disciplines demonstrate several ways of dealing with interference in experiments, all of which give priority to causal identification over sample size as the best pathway to statistical power. Conclusions: Researchers contemplating which units of analysis to randomize can use the case of police body-worn cameras to argue against research designs that guarantee large spillover effects.

Key Words: Body-worn Cameras; Unit of Randomization; Spillover Effects; SUTVA; Interference; Partial Interference; Experiments

Description

Keywords

Body-worn cameras, Unit of randomization, Spillover effects, SUTVA, Interference, Partial interference, Experiments

Journal Title

Journal of Experimental Criminology

Conference Name

Journal ISSN

1573-3750
1572-8315

Volume Title

15

Publisher

Springer Science and Business Media LLC