匿名与在线搜索:衡量谷歌 2012 年隐私政策变更对隐私的影响

IF 0.4 Q3 LAW
James C. Cooper
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引用次数: 0

摘要

摘要 隐私政策中最令人头疼的问题之一是如何识别消费者因不需要的观察而受到的伤害;由于这种伤害具有很强的主观性,而且很可能在整个人群中存在很大差异,因此不容易测量。然而,这类情况越来越多地成为隐私政策讨论的焦点,包括最高法院最近关于诉讼资格的裁决和联邦贸易委员会最近宣布的商业监控规则制定。试图量化主观伤害的主要方法是在实验环境中衡量消费者是否愿意用个人数据换取金钱。本研究采取了不同的方法,使用实地数据来测量消费者对现实世界中降低在线搜索匿名性的实际反应。2012 年 3 月,谷歌开始跨平台整合用户信息。谷歌的政策变化降低了谷歌搜索的匿名性,这可能会削弱搜索敏感话题的积极性。使用谷歌趋势(GT)数据和以非敏感搜索词为对照组的差分估计法,结果表明,与非敏感搜索对照组相比,敏感搜索在短期内(1-2 个月)减少了 3%-7%。我对不同的治疗效果进行了研究,发现所测出的最大影响是对健康相关搜索的影响。高隐私需求状态和低隐私需求状态之间的反应没有显著差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Anonymity and Online Search: Measuring the Privacy Impact Of Google’s 2012 Privacy Policy Change
Abstract One of the most vexing problems in privacy policy is identifying consumer harm from unwanted observation; because it is highly subjective and is likely to vary greatly throughout the population, it doesn’t lend itself to easy measurement. Yet, these types of situations increasingly are the focal point of privacy policy discussions, including the Supreme Court’s recent decisions regarding standing and the FTC’s recently announced commercial surveillance rulemaking. The primary approach to attempt to quantify subjective harms has been to measure consumers’ willingness to exchange personal data for money in an experimental setting. This study takes a different tack, using field data to measure actual consumer response to a real-world reduction in the anonymity of online search. In March 2012, Google began to combine user information across platforms. To the extent that Google’s policy change reduced the anonymity associated with Google search, it may have diminished incentives to search sensitive topics. Using Google Trends (GT) data and a difference-in-difference estimator with top non-sensitive search terms as the control group, the results suggest that there was a 3–7 % short-term (1–2 months) reduction in sensitive search (relative to the non-sensitive search control group), as measured by GT. I examine heterogenous treatment effects, and find that the largest measured impact is for health-related search. There is no measured difference in reaction between high- and low-privacy demand states.
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CiteScore
0.80
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