Antonio A Arechar, Gordon Kraft-Todd, David G Rand
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引用次数: 0
摘要
在线实验允许研究人员在实验室研究以外的时间收集数据集。我们从 Amazon Mechanical Turk 招募了 2,336 名参与者,研究参与者的特征和行为是否会因实验在白天还是晚上、工作日还是周末进行而有所不同。参与者会做出涉及亲社会性、惩罚和贴现的激励决策,并完成一项人口统计学和人格调查。我们没有发现时间或日期上的行为差异,但发现晚上和周末的参与者在线学习经验较少;周末的参与者反思能力较弱;晚上的参与者自觉性较差,神经质程度较高。这些结果在更细化的时间和日期测量中基本是稳健的。我们还发现,较早参与研究的人比较晚参与研究的人更有经验、更善于反思、更合群,但却不那么乐善好施。
Turking Overtime: How Participant Characteristics and Behavior Vary Over Time and Day on Amazon Mechanical Turk.
Online experiments allow researchers to collect datasets at times not typical of laboratory studies. We recruit 2,336 participants from Amazon Mechanical Turk to examine if participant characteristics and behaviors differ depending on whether the experiment is conducted during the day versus night, and on weekdays versus weekends. Participants make incentivized decisions involving prosociality, punishment, and discounting, and complete a demographic and personality survey. We find no time or day differences in behavior, but do find that participants at nights and on weekends are less experienced with online studies; on weekends are less reflective; and at night are less conscientious and more neurotic. These results are largely robust to finer grained measures of time and day. We also find that those who participated earlier in the course of the study are more experienced, reflective, and agreeable, but less charitable than later participants.