Article

A Guide to Conducting Behavioral Research on Amazon's Mechanical Turk

Yahoo! Research, New York, USA.
Behavior Research Methods (Impact Factor: 2.93). 06/2011; 44(1):1-23. DOI: 10.3758/s13428-011-0124-6
Source: PubMed

ABSTRACT

Amazon's Mechanical Turk is an online labor market where requesters post jobs and workers choose which jobs to do for pay. The central purpose of this article is to demonstrate how to use this Web site for conducting behavioral research and to lower the barrier to entry for researchers who could benefit from this platform. We describe general techniques that apply to a variety of types of research and experiments across disciplines. We begin by discussing some of the advantages of doing experiments on Mechanical Turk, such as easy access to a large, stable, and diverse subject pool, the low cost of doing experiments, and faster iteration between developing theory and executing experiments. While other methods of conducting behavioral research may be comparable to or even better than Mechanical Turk on one or more of the axes outlined above, we will show that when taken as a whole Mechanical Turk can be a useful tool for many researchers. We will discuss how the behavior of workers compares with that of experts and laboratory subjects. Then we will illustrate the mechanics of putting a task on Mechanical Turk, including recruiting subjects, executing the task, and reviewing the work that was submitted. We also provide solutions to common problems that a researcher might face when executing their research on this platform, including techniques for conducting synchronous experiments, methods for ensuring high-quality work, how to keep data private, and how to maintain code security.

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    • "All registered users of MTurk were eligible for our pilot study if they were between 18 and 25 years old, were racial/ethnic minorities (i.e., Latino, African Americans, Asian Americans), and attended high school in the United States. To ensure the quality of the sample and data, we also limited participants to those who had U.S. IP addresses with a 95% approval rate (an indicator of response quality) on MTurk (Mason & Suri, 2012). Users who met all criteria were invited to participate in the study. "
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