通过短暂共享设计增强用户隐私:在线约会的实验证据

IF 5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Information Systems Research Pub Date : 2024-03-11 DOI:10.1287/isre.2021.0379
Yumei He, Xingchen Xu, Ni Huang, Yili Hong, De Liu
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引用次数: 0

摘要

在充满活力的在线约会世界中,平台面临的一个主要挑战是冷启动问题,即新匹配的用户因隐私问题而犹豫不决。我们的解决方案--"短暂共享"--通过平衡隐私与个人信息共享的需求来解决这一问题。该功能允许个人照片在被浏览后很快消失并变得无法追踪,从而让用户对自己的隐私放心。我们对 7 万多名用户进行了大规模随机试验,以评估短暂共享的影响。实验结果令人信服:可以分享短暂照片的用户更有可能在发送配对请求的同时发送个人照片,尤其是带有人脸的照片,从而获得更多的配对机会和更高的参与度。值得注意的是,这种效果在对自己隐私更敏感的用户中更为明显。此外,研究还发现,短暂共享可减少用户对数据收集、传播和身份滥用的担忧,从而提高用户共享个人信息的意愿。这种方法不仅能提高用户隐私保护,还能激发用户更积极地参与到平台中来。对于交友平台和类似平台来说,采用短暂共享可以彻底改变用户体验。它通过促进用户个人信息共享和加强隐私保护提供了战略优势,而这对于保持在线约会中的有意义交流至关重要。这一功能标志着在设计以用户为中心、注重隐私的平台方面迈出了重要一步。
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Enhancing User Privacy Through Ephemeral Sharing Design: Experimental Evidence from Online Dating
In the dynamic world of online dating, a key challenge faced by platforms is the cold-start problem, where newly matched users are hesitant to engage due to privacy concerns. Our solution, ephemeral sharing, addresses this by balancing privacy with the need for personal information sharing. This feature allows personal photos to disappear and become untraceable soon after being viewed, reassuring users about their privacy. We conducted a large-scale randomized experiment with more than 70,000 users to evaluate the impact of ephemeral sharing. The results are compelling: users who could share ephemeral photos were more likely to send personal images alongside with their matching request, especially those with human faces, leading to more matches and higher engagement. Significantly, this effect was more pronounced among users who are more sensitive to their privacy. Furthermore, ephemeral sharing was found to reduce users’ concerns related to data collection, dissemination, and identity misuse, thereby increasing the willingness to share personal information. This approach not only enhances user privacy but also stimulates more active engagement on the platform. For dating platforms and similar platforms, adopting ephemeral sharing can revolutionize user experience. It provides a strategic advantage by boosting user personal information sharing and enhancing privacy, crucial for maintaining meaningful communication in online dating. This feature represents a significant step forward in designing user-centric, privacy-conscious platforms.
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来源期刊
CiteScore
9.10
自引率
8.20%
发文量
120
期刊介绍: ISR (Information Systems Research) is a journal of INFORMS, the Institute for Operations Research and the Management Sciences. Information Systems Research is a leading international journal of theory, research, and intellectual development, focused on information systems in organizations, institutions, the economy, and society.
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