Computer ScienceSociologyPsychology

Gabriele Paolacci, Jesse J. Chandler, Panagiotis G. Ipeirotis

2010.6.24Judgment and Decision Making

DOI: 10.1017/s1930297500002205

tlooto Summary

New demographic data about the Mechanical Turk subject population is presented, the strengths of Mechanical Turk relative to other online and offline methods of recruiting subjects are reviewed, and the magnitude of effects obtained using Mechanical Turk and traditional subject pools are compared.

Abstract

Although Mechanical Turk has recently become popular among social scientists as a source of experimental data, doubts may linger about the quality of data provided by subjects recruited from online labor markets. We address these potential concerns by presenting new demographic data about the Mechanical Turk subject population, reviewing the strengths of Mechanical Turk relative to other online and offline methods of recruiting subjects, and comparing the magnitude of effects obtained using Mechanical Turk and traditional subject pools. We further discuss some additional benefits such as the possibility of longitudinal, cross cultural and prescreening designs, and offer some advice on how to best manage a common subject pool.

Citation format

PAOLACCI, Gabriele; CHANDLER, Jesse J.; IPEIROTIS, Panagiotis G. Running experiments on amazon mechanical turk. Judgment and Decision Making, 2010.