articleSocial Psychological and Personality ScienceOct 10, 2019Closed access

An MTurk Crisis? Shifts in Data Quality and the Impact on Study Results

Southern Methodist University · Oklahoma State University

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Abstract

Amazon’s Mechanical Turk (MTurk) is arguably one of the most important research tools of the past decade. The ability to rapidly collect large amounts of high-quality human subjects data has advanced multiple fields, including personality and social psychology. Beginning in summer 2018, concerns arose regarding MTurk data quality leading to questions about the utility of MTurk for psychological research. We present empirical evidence of a substantial decrease in data quality using a four-wave naturalistic experimental design: pre-, during, and post-summer 2018. During and to some extent post-summer 2018, we find significant increases in participants failing response validity indicators, decreases in…

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1,024
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141.85
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Authors

2

Topics & keywords

Keywords
  • Psychology
  • Replicate
  • Quality (philosophy)
  • Personality
  • Reliability (semiconductor)
  • Applied psychology
  • Social psychology
  • Data quality
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