{"title":"How much is a \"like\" worth? Engagement and Retention in an Online Health Community","authors":"Ruyuan Wan, Zachary Levonian, S. Yarosh","doi":"10.1145/3406865.3418320","DOIUrl":null,"url":null,"abstract":"Online health communities are designed to help their users acquire social support, but developing self-sustaining communities capable of providing that support requires long-term user retention. Therefore, understanding the factors early in a user's experience that predict their long-term retention is important. In this study, we explore the impact of short-term visitor engagement on long-term user retention. We study users of CaringBridge.org, an online health community for communicating about health journeys, using survival analysis methods to quantify the impact of engagement on retention. First, we explicitly compare the impact of non-text \"likes'' to text comments, surprisingly finding that likes exceed comments in their impact on retention for some users. Second, we compare less active and more active users in their response to visitor engagement, finding that more active users are less affected by short-term visitor engagement. We discuss the implications of our findings for the design of OHCs and for future work on visitor engagement.","PeriodicalId":93424,"journal":{"name":"CSCW '20 Companion : conference companion publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing : October 17-21, 2020, Virtual Event, USA. Conference on Computer-Supported Cooperative Work and So...","volume":"76 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"CSCW '20 Companion : conference companion publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing : October 17-21, 2020, Virtual Event, USA. Conference on Computer-Supported Cooperative Work and So...","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3406865.3418320","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

Online health communities are designed to help their users acquire social support, but developing self-sustaining communities capable of providing that support requires long-term user retention. Therefore, understanding the factors early in a user's experience that predict their long-term retention is important. In this study, we explore the impact of short-term visitor engagement on long-term user retention. We study users of CaringBridge.org, an online health community for communicating about health journeys, using survival analysis methods to quantify the impact of engagement on retention. First, we explicitly compare the impact of non-text "likes'' to text comments, surprisingly finding that likes exceed comments in their impact on retention for some users. Second, we compare less active and more active users in their response to visitor engagement, finding that more active users are less affected by short-term visitor engagement. We discuss the implications of our findings for the design of OHCs and for future work on visitor engagement.
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一个“赞”值多少钱?在线健康社区的参与和保留
在线卫生社区旨在帮助其用户获得社会支持,但发展能够提供这种支持的自我维持社区需要长期留住用户。因此,在用户体验早期了解预测长期留存率的因素非常重要。在本研究中,我们探讨了短期访客参与度对长期用户留存率的影响。我们研究了CaringBridge.org的用户,这是一个在线健康社区,用于交流健康旅程,使用生存分析方法来量化参与对保留的影响。首先,我们明确比较了非文本“点赞”和文本评论的影响,令人惊讶地发现,对某些用户来说,点赞对留存率的影响超过了评论。其次,我们比较了不太活跃和更活跃的用户对访问者参与度的反应,发现更活跃的用户受短期访问者参与度的影响较小。我们讨论了我们的研究结果对ohc设计和未来游客参与工作的影响。
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