Reciprocity and Unveiling in Two-Sided Reputation Systems: Evidence from an Experiment on Airbnb

Mark. Sci. Pub Date : 2021-10-08 DOI:10.1287/mksc.2021.1311
Andrey Fradkin, Elena Grewal, David Holtz
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引用次数: 37

Abstract

Reputation systems are used by nearly every digital marketplace, but designs vary and the effects of these designs are not well understood. We use a large-scale experiment on Airbnb to study the causal effects of one particular design choice—the timing with which feedback by one user about another is revealed on the platform. Feedback was hidden until both parties submitted a review in the treatment group and was revealed immediately after submission in the control group. The treatment stimulated more reviewing in total. This is due to users’ curiosity about what their counterparty wrote and/or the desire to have feedback visible to other users. We also show that the treatment reduced retaliation and reciprocation in feedback and led to lower ratings as a result. The effects of the policy on feedback did not translate into reduced adverse selection on the platform.
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双边声誉系统中的互惠和揭露:来自Airbnb实验的证据
几乎每个数字市场都在使用声誉系统,但其设计各不相同,而且这些设计的效果也没有得到很好的理解。我们在Airbnb上做了一个大规模的实验来研究一个特定设计选择的因果效应——一个用户对另一个用户的反馈在平台上显示的时间。在试验组中,反馈是隐藏的,直到双方提交一份评论,在对照组中,反馈在提交后立即显示。治疗刺激了更多的复习。这是由于用户对他们的交易对手写了什么很好奇,或者希望其他用户能看到反馈。我们还表明,这种待遇减少了反馈中的报复和回报,结果导致了较低的评分。政策对反馈的影响并没有转化为平台上逆向选择的减少。
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