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“伪电子烟监管者”对新冠疫情错误信息在推特上传播的影响:关于尼古丁和新冠大流行的推特话语分析。

The Influence of Provaping "Gatewatchers" on the Dissemination of COVID-19 Misinformation on Twitter: Analysis of Twitter Discourse Regarding Nicotine and the COVID-19 Pandemic.

机构信息

Schroeder Institute, Truth Initiative, Washington, DC, United States.

Social Data Collaboratory, NORC at the University of Chicago, Chicago, IL, United States.

出版信息

J Med Internet Res. 2022 Sep 22;24(9):e40331. doi: 10.2196/40331.

Abstract

BACKGROUND

There is a lot of misinformation about a potential protective role of nicotine against COVID-19 spread on Twitter despite significant evidence to the contrary. We need to examine the role of vape advocates in the dissemination of such information through the lens of the gatewatching framework, which posits that top users can amplify and exert a disproportionate influence over the dissemination of certain content through curating, sharing, or, in the case of Twitter, retweeting it, serving more as a vector for misinformation rather than the source.

OBJECTIVE

This research examines the Twitter discourse at the intersection of COVID-19 and tobacco (1) to identify the extent to which the most outspoken contributors to this conversation self-identify as vaping advocates and (2) to understand how and to what extent these vape advocates serve as gatewatchers through disseminating content about a therapeutic role of tobacco, nicotine, or vaping against COVID-19.

METHODS

Tweets about tobacco, nicotine, or vaping and COVID-19 (N=1,420,271) posted during the first 9 months of the pandemic (January-September 2020) were identified from within a larger corpus of tobacco-related tweets using validated keyword filters. The top posters (ie, tweeters and retweeters) were identified and characterized, along with the most shared Uniform Resource Locators (URLs), most used hashtags, and the 1000 most retweeted posts. Finally, we examined the role of both top users and vape advocates in retweeting the most retweeted posts about the therapeutic role of nicotine, tobacco, or vaping against COVID-19.

RESULTS

Vape advocates comprised between 49.7% (n=81) of top 163 and 88% (n=22) of top 25 users discussing COVID-19 and tobacco on Twitter. Content about the ability of tobacco, nicotine, or vaping to treat or prevent COVID-19 was disseminated broadly, accounting for 22.5% (n=57) of the most shared URLs and 10% (n=107) of the most retweeted tweets. Finally, among top users, retweets comprised an average of 78.6% of the posts from vape advocates compared to 53.1% from others (z=3.34, P<.001). Vape advocates were also more likely to retweet the top tweeted posts about a therapeutic role of nicotine, with 63% (n=51) of vape advocates retweeting at least 1 post compared to 40.3% (n=29) of other top users (z=2.80, P=.01).

CONCLUSIONS

Provaping users dominated discussions of tobacco use during the COVID-19 pandemic on Twitter and were instrumental in disseminating the most retweeted posts about a potential therapeutic role of tobacco use against the virus. Subsequent research is needed to better understand the extent of this influence and how to mitigate the influence of vape advocates over the broader narrative of tobacco regulation on Twitter.

摘要

背景

尽管有大量证据表明尼古丁对 COVID-19 传播没有保护作用,但在 Twitter 上仍存在大量关于尼古丁可能具有保护作用的错误信息。我们需要通过把关人框架来审视蒸汽烟拥护者在传播此类信息方面的作用,该框架假设顶级用户可以通过策划、分享或在 Twitter 上转发来放大和对特定内容的传播施加不成比例的影响,更多地充当错误信息的传播者,而不是信息源。

目的

本研究通过审查 COVID-19 和烟草交叉点的 Twitter 话语,(1)确定在这场对话中最直言不讳的参与者中有多大比例的人自称为蒸汽烟拥护者;(2)了解这些蒸汽烟拥护者如何以及在多大程度上通过传播有关烟草、尼古丁或蒸汽烟对 COVID-19 的治疗作用的内容来充当把关人。

方法

在疫情的头 9 个月(2020 年 1 月至 9 月)内,从更大的烟草相关推文语料库中使用经过验证的关键词过滤器,识别了关于烟草、尼古丁或蒸汽烟与 COVID-19 的推文(N=1,420,271)。确定了最活跃的发布者(即推文者和转发者),并对他们进行了特征描述,同时还确定了最常分享的统一资源定位符(URL)、最常使用的标签和最常转发的 1000 个帖子。最后,我们研究了顶级用户和蒸汽烟拥护者在转发关于尼古丁、烟草或蒸汽烟对 COVID-19 的治疗作用的最常转发帖子方面的作用。

结果

在 Twitter 上讨论 COVID-19 和烟草的前 163 名和前 25 名用户中,蒸汽烟拥护者分别占 49.7%(n=81)和 88%(n=22)。关于烟草、尼古丁或蒸汽烟治疗或预防 COVID-19 的内容广泛传播,占最常分享 URL 的 22.5%(n=57)和最常转发推文的 10%(n=107)。最后,在顶级用户中,来自蒸汽烟拥护者的转发帖子平均占他们发布的帖子的 78.6%,而其他用户的转发帖子仅占 53.1%(z=3.34,P<.001)。蒸汽烟拥护者也更有可能转发关于尼古丁治疗作用的最常转发帖子,其中 63%(n=51)的蒸汽烟拥护者至少转发了 1 个帖子,而其他顶级用户的转发比例为 40.3%(n=29)(z=2.80,P=.01)。

结论

在 COVID-19 大流行期间,支持蒸汽烟的用户主导了 Twitter 上关于烟草使用的讨论,并在传播最常转发的关于烟草使用对病毒可能具有治疗作用的帖子方面发挥了重要作用。需要进一步研究以更好地了解这种影响的程度,以及如何减轻蒸汽烟拥护者在 Twitter 上对烟草监管更广泛叙述的影响。

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