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A Study of Daily Sample Composition on Amazon Mechanical Turk

机译:Amazon Mechanical Turk上的每日样本组成研究

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摘要

Amazon Mechanical Turk (AMT) has become a powerful tool for social scientists due to its inexpensiveness, ease of use, and ability to attract large numbers of workers. While the subject pool is diverse, there are numerous questions regarding the composition of the workers as a function of when the "Human Intelligence Task" (HIT) is posted. Given the "queue" nature of HITs and the disparity in geography of participants, it is natural to wonder whether HIT posting time/day can have an impact on the population that is sampled. We address this question using a panel survey on AMT and show (surprisingly) that except for gender, there is no statistically significant difference in terms of demographics characteristics as a function of HIT posting time.
机译:亚马逊机械特克(AMT)价格便宜,易于使用且能够吸引大量工人,因此已成为社会科学家的强大工具。尽管主题库是多种多样的,但有关人员组成的许多问题取决于发布“人类智能任务”(HIT)的时间。考虑到HIT的“排队”性质和参与者的地理位置差异,自然要怀疑HIT发布时间/天是否会对抽样人群产生影响。我们使用有关AMT的面板调查解决了这个问题,并(令人惊讶地)表明,除性别外,根据HIT发布时间的人口统计学特征在统计上没有显着差异。

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