在爱彼迎上微笑服务:分析主人微笑的经济回报和行为基础

Shunyuan Zhang, Elizabeth M. S. Friedman, Xupin Zhang, K. Srinivasan, R. Dhar
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引用次数: 5

摘要

非信息线索,如面部表情,可以显著影响判断和人际印象。过去的研究探讨了微笑在线下或店内环境下如何影响商业成果,但对于微笑如何影响电子商务环境下的消费者选择,我们所知相对较少。本文探讨了在日益增长的共享经济背景下微笑的影响,特别是研究了爱彼迎房东的个人资料照片中的微笑如何影响房地产需求。该研究使用面部属性分类器来确定主人在个人资料照片中是否微笑,并在Airbnb预订的纵向数据集中估计主人微笑的影响,控制了一组丰富的变量,如评论、物业特征、主人的年龄和性别。主人头像上的微笑会使房产需求平均增加1.9%。此外,性别调节了这一影响,微笑使男性主持人的需求增加了6.8%,而女性主持人的需求却没有显著增长。一项在线实验证实了这一模式,并探讨了其潜在机制。特别值得一提的是,一项适度的中介分析表明,微笑增加了对主人热情的感知——男性比女性主人更能感受到——从而增加了预订他们的房产的可能性。
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Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile
Non-informational cues, such as facial expressions, can significantly influence judgments and interpersonal impressions. Past research has explored how smiling affects business outcomes in offline or in-store contexts, yet relatively little is known about how smiling influences consumer choice in e-commerce settings. This paper explores the effect of smiling in the growing sharing economy context, specifically examining how a smile in an Airbnb host’s profile photo affects property demand. The study uses a facial attribute classifier to determine whether the host is smiling in their profile picture or not, and estimate the influence of a host smile in a longitudinal dataset of Airbnb bookings, controlling for a rich set of variables such as reviews, property characteristics, and the host’s age and gender. A smile in the host’s profile photo increases property demand by 1.9% on average. Further, gender moderates this effect, with smiling increasing demand for male hosts by 6.8%, compared to an insignificant increase for female hosts. An online experiment confirms this pattern, and explores the underlying mechanism. In particular, a moderated mediation analysis shows that smiling increases perceptions of the host’s warmth—to a greater extent for male than female hosts—which increases the likelihood of booking their property.
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