论文标题
“相信我,我有博士学位。”:关于披露在线社区中一个人离线社会地位的光环效应的倾向得分分析
"Trust me, I have a Ph.D.": A Propensity Score Analysis on the Halo Effect of Disclosing One's Offline Social Status in Online Communities
论文作者
论文摘要
在线社区采用各种声誉方案来衡量内容质量。这项研究分析了一种新的声誉计划的效果,该计划在在线社区中揭示了一个人的离线社会地位,例如教育学位。我们研究了采用该计划的两个Reddit社区,其中包含标签的标签,以识别称为正面的教育状态,我们研究了“转移”的社会状况如何影响用户之间的互动。我们计算了倾向分数,以测试飞机是否赋予采用者的临时权限,同时最大程度地减少混杂变量(例如内容主题)的影响。结果表明,与没有公开身份的用户相比,在涵盖经过同行评审的科学文章的社区中,公开学位可能会导致更高的受众票数和更大的讨论规模。在另一个专注于休闲科学主题的社区中,仅仅公开学位就没有获得这样的好处。尽管如此,具有最高学位的用户(例如,博士学位或M.D.)可能会从受众中获得更多反馈。这些发现表明,将离线世界和在线世界联系起来的声誉方案可能会根据社区文化而对反馈行为产生不同的影响。我们讨论了这项研究对未来声誉机制设计的含义。
Online communities adopt various reputation schemes to measure content quality. This study analyzes the effect of a new reputation scheme that exposes one's offline social status, such as an education degree, within an online community. We study two Reddit communities that adopted this scheme, whereby posts include tags identifying education status referred to as flairs, and we examine how the "transferred" social status affects the interactions among the users. We computed propensity scores to test whether flairs give ad-hoc authority to the adopters while minimizing the effects of confounding variables such as topics of content. The results show that exposing academic degrees is likely to lead to higher audience votes as well as larger discussion size, compared to the users without the disclosed identities, in a community that covers peer-reviewed scientific articles. In another community with a focus on casual science topics, exposing mere academic degrees did not obtain such benefits. Still, the users with the highest degree (e.g., Ph.D. or M.D.) were likely to receive more feedback from the audience. These findings suggest that reputation schemes that link the offline and online worlds could induce halo effects on feedback behaviors differently depending upon the community culture. We discuss the implications of this research for the design of future reputation mechanisms.