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Instagram 上虚假或误导性氟化物含量的特征:信息流行病学研究。

Characterization of False or Misleading Fluoride Content on Instagram: Infodemiology Study.

机构信息

Department of Pediatric Dentistry, Orthodontics and Public Health, Bauru School of Dentistry, University of São Paulo, Bauru, Brazil.

School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada.

出版信息

J Med Internet Res. 2022 May 19;24(5):e37519. doi: 10.2196/37519.

Abstract

BACKGROUND

Online false or misleading oral health-related content has been propagated on social media to deceive people against fluoride's economic and health benefits to prevent dental caries.

OBJECTIVE

The aim of this study was to characterize the false or misleading fluoride-related content on Instagram.

METHODS

A total of 3863 posts ranked by users' total interaction and published between August 2016 and August 2021 were retrieved by CrowdTangle, of which 641 were screened to obtain 500 final posts. Subsequently, two independent investigators analyzed posts qualitatively to define their authors' interests, profile characteristics, content type, and sentiment. Latent Dirichlet allocation analysis topic modeling was then applied to find salient terms and topics related to false or misleading content, and their similarity was calculated through an intertopic distance map. Data were evaluated by descriptive analysis, the Mann-Whitney U test, the Cramer V test, and multiple logistic regression models.

RESULTS

Most of the posts were categorized as misinformation and political misinformation. The overperforming score was positively associated with older messages (odds ratio [OR]=3.293, P<.001) and professional/political misinformation (OR=1.944, P=.05). In this context, time from publication, negative/neutral sentiment, author's profile linked to business/dental office/news agency, and social and political interests were related to the increment of performance of messages. Although political misinformation with negative/neutral sentiments was typically published by regular users, misinformation was linked to positive commercial posts. Overall messages focused on improving oral health habits, side effects, dentifrice containing natural ingredients, and fluoride-free products propaganda.

CONCLUSIONS

False or misleading fluoride-related content found on Instagram was predominantly produced by regular users motivated by social, psychological, and/or financial interests. However, higher engagement and spreading metrics were associated with political misinformation. Most of the posts were related to the toxicity of fluoridated water and products frequently motivated by financial interests.

摘要

背景

社交媒体上传播的有关口腔健康的虚假或误导性内容,目的是欺骗人们反对氟化物在预防龋齿方面的经济和健康益处。

目的

本研究旨在描述 Instagram 上与氟化物相关的虚假或误导性内容。

方法

使用 CrowdTangle 检索了 2016 年 8 月至 2021 年 8 月期间按用户总互动量排名的 3863 个帖子,其中有 641 个帖子被筛选出来,得到 500 个最终帖子。然后,两名独立的调查人员对帖子进行定性分析,以确定作者的利益、个人资料特征、内容类型和情绪。随后应用潜在狄利克雷分配分析主题建模来查找与虚假或误导性内容相关的突出术语和主题,并通过主题距离图计算它们之间的相似性。通过描述性分析、Mann-Whitney U 检验、Cramer V 检验和多项逻辑回归模型评估数据。

结果

大多数帖子被归类为错误信息和政治错误信息。表现得分与较旧的消息呈正相关(比值比[OR]=3.293,P<.001)和专业/政治错误信息(OR=1.944,P=.05)。在这种情况下,从发布时间、负面/中性情绪、与商业/牙科办公室/新闻机构相关的作者个人资料以及社会和政治利益与消息表现的提高有关。尽管带有负面/中性情绪的政治错误信息通常由普通用户发布,但错误信息与正面的商业帖子有关。总体而言,这些消息主要侧重于改善口腔健康习惯、副作用、含有天然成分的牙膏和无氟产品的宣传。

结论

在 Instagram 上发现的与氟化物相关的虚假或误导性内容主要是由受社会、心理和/或财务利益驱动的普通用户制作的。然而,更高的参与度和传播指标与政治错误信息相关。大多数帖子与含氟水和产品的毒性有关,这通常是由财务利益驱动的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc6f/9164089/256f9cbb91eb/jmir_v24i5e37519_fig1.jpg

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