User information control and its strategic implications for information strategies in digital businesses

IF 6 2区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Xuan Xi, Yulin Zhang, Mark Goh
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Abstract

With the advancement of technologies like cloud computing and artificial intelligence, digital businesses increasingly collect user information to provide personalized services and sell this information to third parties. However, the emergence of privacy-preserving allows users to control their personal information to minimize privacy losses. This paper investigates how competing digital businesses invest in user information collection and set information pricing, and whether they should allow users to opt out of personal information tracking or even control information authorization. We develop a game-theoretic model to examine the impact of user information control on the information strategies of competing digital businesses. In this model, digital businesses compete for user information and third-party market share, while users balance trade-offs between information control, privacy concerns, and the benefits of information sharing. We find that when users cannot opt out of personal information tracking, digital businesses engage in intense competition for both information collection and pricing, particularly when privacy concerns are low. Conversely, when users can opt out, higher privacy concerns amplify the information advantage of high-level digital businesses, increasing competition and widening disparities in information collection level. Moreover, when privacy concerns are low and the marginal value of user information is high, introducing user information authorization models can expand the information market, boosting the profits of digital businesses. In this case, user control over personal information may reduce consumer surplus. When some anonymous users prohibit information tracking, the presence of double homing users leads the high-level digital business to reduce its information collection.
用户信息控制及其对数字企业信息战略的战略意义
随着云计算、人工智能等技术的进步,数字企业越来越多地收集用户信息,提供个性化服务,并将这些信息出售给第三方。然而,隐私保护的出现使得用户可以控制自己的个人信息,将隐私损失降到最低。本文研究了竞争性数字企业如何投资于用户信息收集和设置信息定价,以及它们是否应该允许用户选择退出个人信息跟踪甚至控制信息授权。我们建立了一个博弈论模型来检验用户信息控制对竞争数字企业信息策略的影响。在这个模型中,数字企业争夺用户信息和第三方市场份额,而用户则在信息控制、隐私问题和信息共享的好处之间进行权衡。我们发现,当用户无法选择退出个人信息跟踪时,数字企业在信息收集和定价方面都会展开激烈的竞争,尤其是在隐私关注度较低的情况下。相反,当用户可以选择退出时,更高的隐私担忧放大了高级数字业务的信息优势,加剧了竞争,扩大了信息收集水平的差距。此外,在隐私关注度较低、用户信息边际价值较高的情况下,引入用户信息授权模式可以扩大信息市场,提高数字企业的利润。在这种情况下,用户对个人信息的控制可能会减少消费者剩余。当某些匿名用户禁止信息跟踪时,双归址用户的存在导致高层数字业务减少信息收集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
European Journal of Operational Research
European Journal of Operational Research 管理科学-运筹学与管理科学
CiteScore
11.90
自引率
9.40%
发文量
786
审稿时长
8.2 months
期刊介绍: The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.
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