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基于 TikTok 平台尼古丁中毒(Nic Sick)视频的内容分析:回顾性观察性信息流行病学研究。

Content Analysis of Nicotine Poisoning (Nic Sick) Videos on TikTok: Retrospective Observational Infodemiology Study.

机构信息

Global Health Policy and Data Institute, San Diego, CA, United States.

Department of Anesthesiology and Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, United States.

出版信息

J Med Internet Res. 2022 Mar 30;24(3):e34050. doi: 10.2196/34050.

Abstract

BACKGROUND

TikTok is a microvideo social media platform currently experiencing rapid growth and with 60% of its monthly users between the ages of 16 and 24 years. Increased exposure to e-cigarette content on social media may influence patterns of use, including the risk of overconsumption and possible nicotine poisoning, when users engage in trending challenges online. However, there is limited research assessing the characteristics of nicotine poisoning-related content posted on social media.

OBJECTIVE

We aimed to assess the characteristics of content on TikTok that is associated with a popular nicotine poisoning-related hashtag.

METHODS

We collected TikTok posts associated with the hashtag #nicsick, using a Python programming package (Selenium) and used an inductive coding approach to analyze video content and characteristics of interest. Videos were manually annotated to generate a codebook of the nicotine sickness-related themes. Statistical analysis was used to compare user engagement characteristics and video length in content with and without active nicotine sickness TikTok topics.

RESULTS

A total of 132 TikTok videos associated with the hashtag #nicsick were manually coded, with 52.3% (69/132) identified as discussing firsthand and secondhand reports of suspected nicotine poisoning symptoms and experiences. More than one-third of nicotine poisoning-related content (26/69, 37.68%) portrayed active vaping by users, which included content with vaping behavior such as vaping tricks and overconsumption, and 43% (30/69) of recorded users self-reported experiencing nicotine sickness, poisoning, or adverse events such as vomiting following nicotine consumption. The average follower count of users posting content related to nicotine sickness was significantly higher than that for users posting content unrelated to nicotine sickness (W=2350.5, P=.03).

CONCLUSIONS

TikTok users openly discuss experiences, both firsthand and secondhand, with nicotine adverse events via the #nicsick hashtag including reports of overconsumption resulting in sickness. These study results suggest that there is a need to assess the utility of digital surveillance on emerging social media platforms for vaping adverse events, particularly on sites popular among youth and young adults. As vaping product use-patterns continue to evolve, digital adverse event detection likely represents an important tool to supplement traditional methods of public health surveillance (such as poison control center prevalence numbers).

摘要

背景

TikTok 是一个短视频社交媒体平台,目前正在快速增长,其 60%的月活跃用户年龄在 16 岁至 24 岁之间。用户在社交媒体上接触到更多的电子烟内容可能会影响使用模式,包括过度消费的风险和可能的尼古丁中毒,当他们在网上参与流行趋势挑战时。然而,目前评估社交媒体上与尼古丁中毒相关内容的特征的研究有限。

目的

我们旨在评估与流行的尼古丁中毒相关话题标签相关的 TikTok 内容的特征。

方法

我们使用 Python 编程语言包(Selenium)收集与标签#nicsick 相关的 TikTok 帖子,并使用归纳编码方法分析视频内容和感兴趣的特征。手动注释视频以生成与尼古丁中毒相关主题相关的主题的代码本。使用统计分析比较有和没有活跃的尼古丁中毒 TikTok 主题的内容的用户参与特征和视频长度。

结果

共手动编码了 132 个与标签#nicsick 相关的 TikTok 视频,其中 52.3%(69/132)被确定为讨论第一手和第二手报告的疑似尼古丁中毒症状和经历。超过三分之一的尼古丁中毒相关内容(26/69,37.68%)描述了用户的主动蒸气行为,其中包括蒸气行为,如蒸气技巧和过度消费,43%(30/69)的记录用户报告在尼古丁消费后出现尼古丁中毒、中毒或不良反应,如呕吐。发布与尼古丁中毒相关内容的用户的平均关注者数量明显高于发布与尼古丁中毒无关内容的用户(W=2350.5,P=.03)。

结论

TikTok 用户通过#nicsick 标签公开讨论与尼古丁不良事件相关的经验,包括过度消费导致的疾病报告。这些研究结果表明,有必要评估数字监测在新兴社交媒体平台上对蒸气不良事件的实用性,特别是在年轻人和年轻人中流行的网站上。随着蒸气产品使用模式的不断发展,数字不良事件检测可能是补充传统公共卫生监测方法(如中毒控制中心流行率数字)的重要工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e5dd/9008518/fb274996759d/jmir_v24i3e34050_fig1.jpg

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