医疗保健中的在线社交网络:Reddit上精神障碍的研究

Barbara Silveira Fraga, Ana Paula Couto da Silva, Fabricio Murai
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引用次数: 30

摘要

精神疾病患者人数的惊人增长已成为世界各国政府面临的主要公共卫生问题之一。传统的面对面的临床干预是昂贵的,在许多情况下,忽略了相当多的人正在努力改善他们的精神健康状况。正在研究具有更大影响范围并允许持续互动同时降低成本的替代干预形式,包括依赖在线社交网络(OSNs)的干预形式。社交网络最初是为了促进友谊而设计的,后来开始将愿意分享与精神健康障碍相关经历的人联系起来。鉴于这一事实,我们调查了四个Reddit在线社区:抑郁、自杀观察、焦虑和躁郁症。我们关注用户的活动和互动,关注社区成员的帖子和评论的话语模式分析。我们发现:(1)这些子reddit的交互模式非常相似,交互以内容为中心,而不是以用户为中心;(ii)大多数产生最长讨论树的帖子都是寻求帮助的请求,而且往往是多个用户提供支持;(iii)这四个子版块使用相同的语言,例如,鼓励词是一个常见的模式。我们希望我们的分析揭示的见解将有助于建立成功的在线干预措施,以支持处于危机中的人们并协助他们的辅导员。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Online Social Networks in Health Care: A Study of Mental Disorders on Reddit
The alarming increase in the number of people afflicted by mental health disorders has become one of the major public health problems faced by governments worldwide. Traditional face-to-face clinical interventions are costly, and, in many cases, leave out a sizable number of people who are struggling to improve their mental health conditions. Alternative forms of intervention that have a larger reach and allow for continual interaction while reducing costs are being investigated, including those relying on Online Social Networks (OSNs). Initially designed for promoting friendship, OSNs started to connect people willing to share experiences related to mental health disorders. In light of this fact, we investigate four Reddit online communities: Depression, SuicideWatch, Anxiety and Bipolar. We focus on user activities and interactions, and on the discourse pattern analysis of posts and comments made by the community members. We found that (i) interaction patterns are very similar across these subreddits, and interactions are centered around content, rather than users; (ii) most posts that generate the longest discussion trees are requests for help and, more often than not, multiple users offer support; (iii) the four subreddits share a common language and encouragement words are a frequent pattern, for instance. We hope that the insights unveiled by our analyses will help on building successful online interventions to support people in crisis and assist their counselors.
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