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Too Good to Be True: Bots and Bad Data From Mechanical Turk

Perspectives on Psychological Science, 2022
Psychology is moving increasingly toward digital sources of data, with Amazon’s Mechanical Turk (MTurk) at the forefront of that charge. In 2015, up to an estimated 45% of articles published in the top behavioral and social science journals included at ...
Margaret A. Webb, June P Tangney
semanticscholar   +1 more source

Improving Data Quality Using Amazon Mechanical Turk Through Platform Setup

Cornell Hospitality Quarterly, 2021
As the use of Amazon’s Mechanical Turk (MTurk) has increased among social science researchers, so, too, has research into the merits and drawbacks of the platform.
Lu Lu   +3 more
semanticscholar   +1 more source

The mechanical Turk: a short history of ‘artificial artificial intelligence’

Cultural Studies, 2022
This paper undertakes a comparative analysis of the famous eighteenth-century chess-playing automaton known as Mechanical Turk and the Amazon microwork platform of the same name.
E. Stephens
semanticscholar   +1 more source

Traditional and Modern Convenience Samples: An Investigation of College Student, Mechanical Turk, and Mechanical Turk College Student Samples

Social science computer review, 2021
Two of the most popular populations for convenience sampling used in the psychological sciences are college students and Mechanical Turk (MTurk) workers. College students represent a traditional type of convenience sample, whereas MTurk workers provide a
Arne Weigold, Ingrid K. Weigold
semanticscholar   +1 more source

Mechanical Turk and the gig economy: exploring differences between gig workers

Journal of Managerial Psychology, 2019
Purpose The purpose of this paper is to provide an investigation of how different types of gig workers engage in the gig economy. Specifically, the authors distinguish between workers who view gig work as primary income (or not) and those workers who ...
Melissa G. Keith, P. Harms, L. Tay
semanticscholar   +1 more source

How serious is the ‘carelessness’ problem on Mechanical Turk?

International Journal of Social Research Methodology, 2019
This study compared the quality of survey data collected from Mechanical Turk (MTurk) workers and college students. Three groups of participants completed the same survey.
M. Aruguete   +5 more
semanticscholar   +1 more source

Privacy, Power, and Invisible Labor on Amazon Mechanical Turk

International Conference on Human Factors in Computing Systems, 2019
Tasks on crowdsourcing platforms such as Amazon Mechanical Turk often request workers' personal information, raising privacy risks that may be exacerbated by requester-worker power dynamics. We interviewed 14 workers to understand how they navigate these
Shruti Sannon, D. Cosley
semanticscholar   +1 more source

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