Are samples drawn from Mechanical Turk valid for research on political ideology?

被引:511
作者
Clifford, Scott [1 ]
Jewell, Ryan M. [1 ]
Waggoner, Philip D. [1 ]
机构
[1] Univ Houston, 447 Philip Guthrie Hoffman Hall, Houston, TX 77204 USA
关键词
Mechanical Turk; sample comparison; external validity;
D O I
10.1177/2053168015622072
中图分类号
D0 [政治学、政治理论];
学科分类号
0302 ; 030201 ;
摘要
Amazon's Mechanical Turk (MTurk) is an increasingly popular tool for the recruitment of research subjects. While there has been much focus on the demographic differences between MTurk samples and the national public, we know little about whether liberals and conservatives recruited from MTurk share the same psychological dispositions as their counterparts in the mass public. In the absence of such evidence, some have argued that the selection process involved in joining MTurk invalidates the subject pool for studying questions central to political science. In this paper, we evaluate this claim by comparing a large MTurk sample to two benchmark national samples - one conducted online and one conducted face-to-face. We examine the personality and value-based motivations of political ideology across the three samples. All three samples produce substantively identical results with only minor variation in effect sizes. In short, liberals and conservatives in our MTurk sample closely mirror the psychological divisions of liberals and conservatives in the mass public, though MTurk liberals hold more characteristically liberal values and attitudes than liberals from representative samples. Overall, our results suggest that MTurk is a valid recruitment tool for psychological research on political ideology.
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页数:9
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共 46 条
[1]   Self-Fulfilling Misperceptions of Public Polarization [J].
Ahler, Douglas J. .
JOURNAL OF POLITICS, 2014, 76 (03) :607-620
[2]   Cognitive Biases and the Strength of Political Arguments [J].
Arceneaux, Kevin .
AMERICAN JOURNAL OF POLITICAL SCIENCE, 2012, 56 (02) :271-285
[3]   Efficiency, equity, and timing of voting mechanisms [J].
Battaglini, Marco ;
Morton, Rebecca ;
Palfrey, Thomas .
AMERICAN POLITICAL SCIENCE REVIEW, 2007, 101 (03) :409-424
[4]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk [J].
Berinsky, Adam J. ;
Huber, Gregory A. ;
Lenz, Gabriel S. .
POLITICAL ANALYSIS, 2012, 20 (03) :351-368
[7]   Determinants of Participation and Response Effort in Web Panel Surveys [J].
Brueggen, Elisabeth ;
Dholakia, Utpal M. .
JOURNAL OF INTERACTIVE MARKETING, 2010, 24 (03) :239-250
[8]   Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data? [J].
Buhrmester, Michael ;
Kwang, Tracy ;
Gosling, Samuel D. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2011, 6 (01) :3-5
[9]   Elite Influence on Public Opinion in an Informed Electorate [J].
Bullock, John G. .
AMERICAN POLITICAL SCIENCE REVIEW, 2011, 105 (03) :496-515
[10]   Nonnaivete among Amazon Mechanical Turk workers: Consequences and solutions for behavioral researchers [J].
Chandler, Jesse ;
Mueller, Pam ;
Paolacci, Gabriele .
BEHAVIOR RESEARCH METHODS, 2014, 46 (01) :112-130