广告拦截器对产品搜索和购买行为的影响:一个实验室实验

Alisa Frik, A. Haviland, A. Acquisti
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引用次数: 8

摘要

. 广告拦截应用程序在互联网用户中越来越受欢迎。广告拦截器提供了各种隐私和安全增强功能:它们可以减少个人数据收集和暴露于恶意广告,帮助保护用户的决策自主权,降低用户的成本(通过提高页面加载速度),并改善浏览体验(通过减少视觉混乱)。另一方面,在线广告行业声称,广告通过帮助消费者更快地找到更好、更便宜的交易,增加了消费者的经济福利。如果是这样,使用广告拦截软件将剥夺消费者的这些好处。然而,人们对广告拦截软件的实际经济影响知之甚少。我们设计了一个具有真实经济激励的实验室实验(N=212),以了解广告拦截器对消费者产品搜索和购买行为的影响,以及由此产生的消费者结果。我们专注于阻止上下文广告(针对个人,潜在敏感的上下文的广告,例如搜索引擎中的搜索查询或网页内容)对参与者如何在线搜索和购买各种产品的影响,以及由此产生的消费者福利。我们发现,阻止上下文广告对参与者选择购买的产品的价格、他们花在搜索这些产品上的时间,以及他们对所选产品、价格和感知质量的满意程度没有统计学上的显著影响。因此,我们不反对零假设,即当此类广告被屏蔽或显示时,消费者的行为和结果保持不变。我们得出的结论是,使用广告拦截器似乎不会损害消费者的经济福利(根据实验中捕获的指标),以换取隐私和安全利益。我们讨论了这项工作在最终用户隐私方面的影响,研究的局限性,以及未来扩展这些结果的工作。在第29届USENIX安全研讨会上发表,2020年8月12日至14日
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of Ad-Blockers on Product Search and Purchase Behavior: A Lab Experiment
. Ad-blocking applications have become increasingly popular among Internet users. Ad-blockers offer various privacy- and security-enhancing features: they can reduce personal data collection and exposure to malicious advertising, help safeguard users' decision-making autonomy, reduce users' costs (by increasing the speed of page loading), and improve the browsing experience (by reducing visual clutter). On the other hand, the online advertising industry has claimed that ads increase consumers' economic welfare by helping them find better, cheaper deals faster. If so, using ad-blockers would deprive consumers of these benefits. However, little is known about the actual economic impact of ad-blockers. We designed a lab experiment (N=212) with real economic incentives to understand the impact of ad-blockers on consumers' product searching and purchasing behavior, and the resulting consumer outcomes. We focus on the effects of blocking contextual ads (ads targeted to individual, potentially sensitive, contexts, such as search queries in a search engine or the content of web pages) on how participants searched for and purchased various products online, and the resulting consumer welfare. We find that blocking contextual ads did not have a statistically significant effect on the prices of products participants chose to purchase, the time they spent searching for them, or how satisfied they were with the chosen products, prices, and perceived quality. Hence we do not reject the null hypothesis that consumer behavior and outcomes stay constant when such ads are blocked or shown. We conclude that the use of ad-blockers does not seem to compromise consumer economic welfare (along the metrics captured in the experiment) in exchange for privacy and security benefits. We discuss the implications of this work in terms of end-users' privacy, the study's limitations, and future work to extend these results.Presented at the 29th USENIX Security Symposium, August 12-14, 2020
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