Department of Pediatric Dentistry, Orthodontics and Public Health, Bauru School of Dentistry, University of Sao Paulo, Bauru, Brazil.
Universidad de Especialidades Espíritu Santo (UEES), Samborondón, Ecuador.
Health Informatics J. 2024 Oct-Dec;30(4):14604582241274282. doi: 10.1177/14604582241274282.
This study characterized toothache-related Portuguese Facebook posts, identifying factors driving misinformation production and user engagement. Investigators qualitatively analyzed 500 posts published between August 2018 and August 2022, screening on language and theme. Posts were selected using CrowdTangle and assessed for motivation, author profile, content, sentiment, facticity, and format. The interaction metrics (total interactions/overperforming scores) were compared between groups of dichotomized characteristics, including time of publication. Data were evaluated by descriptive analysis, the Mann-Whitney U test, and the path analysis by generalized structural equation modeling. 39.6% of posts ( = 198) contained misinformation, significantly linked to noncommercial posts with positive sentiment, links, and videos from regular users motivated by financial motivation. Additionally, user engagement was only positively associated with business/health authors' profiles and the time of publication. Toothache-related posts often contain misinformation, shared by regular users in links and video formats, tied to positive sentiments, and generally with financial motivation.
本研究对与牙痛相关的葡萄牙语 Facebook 帖子进行了特征描述,确定了导致错误信息产生和用户参与的因素。研究人员对 2018 年 8 月至 2022 年 8 月期间发布的 500 篇帖子进行了定性分析,筛选标准为语言和主题。使用 CrowdTangle 选择帖子,并评估其动机、作者简介、内容、情绪、真实性和格式。对具有二分特征的组(包括发布时间)的交互指标(总交互数/表现优异分数)进行了比较。通过描述性分析、Mann-Whitney U 检验和广义结构方程模型的路径分析对数据进行了评估。39.6%的帖子(n=198)包含错误信息,与具有积极情绪、链接和来自受财务动机驱动的普通用户的视频的非商业帖子显著相关。此外,用户参与度仅与商业/健康作者的简介和发布时间呈正相关。与牙痛相关的帖子经常包含错误信息,由普通用户以链接和视频的形式分享,与积极的情绪有关,通常具有财务动机。