谷歌看门人:搜索组件如何影响点击和注意力

Jeffrey P. Gleason, Desheng Hu, Ronald E. Robertson, Christo Wilson
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引用次数: 0

摘要

当代谷歌搜索引擎结果页面(SERP)用复杂的组件补充了经典的蓝色超链接。这些组件在搜索者、第三方网站和谷歌本身之间产生了关于点击和关注的紧张关系。在这项研究中,我们从两个类别中检查了12个SERP组件:(1)提取的结果(例如,特色片段)和(2)谷歌服务(例如,购物广告),以确定它们对人们行为的影响。我们用两个变量来衡量用户行为:(1)谷歌自有域名与第三方域名的点击率(CTR);(2)在SERP上花费的时间。我们将因果推理方法应用于一个生态有效的跟踪数据集,该数据集包括来自1,756名参与者的477,485个serp。我们发现多个组件大大增加了谷歌域名的点击率,而其他组件则降低了点击率并增加了SERP上的时间。这些发现可能会为监管像谷歌这样强大的中介平台的设计提供信息。
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Google the Gatekeeper: How Search Components Affect Clicks and Attention
The contemporary Google Search Engine Results Page (SERP) supplements classic blue hyperlinks with complex components. These components produce tensions between searchers, 3rd-party websites, and Google itself over clicks and attention. In this study, we examine 12 SERP components from two categories: (1) extracted results (e.g., featured-snippets) and (2) Google Services (e.g., shopping-ads) to determine their effect on peoples’ behavior. We measure behavior with two variables: (1) click- through rate (CTR) to Google’s own domains versus 3rd-party domains and (2) time spent on the SERP. We apply causal inference methods to an ecologically valid trace dataset comprising 477,485 SERPs from 1,756 participants. We find that multiple components substantially increase CTR to Google domains, while others decrease CTR and increase time on the SERP. These findings may inform efforts to regulate the design of powerful intermediary platforms like Google.
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