Xie Zidian, Liu Xinyi, Lou Xubin, Li Dongmei
Department of Clinical and Translational Research, University of Rochester Medical Center, Rochester, NY, United States.
Goergen Institute for Data Science, University of Rochester, Rochester, NY, United States.
JMIR Form Res. 2024 Dec 4;8:e63035. doi: 10.2196/63035.
Nicotine is a highly addictive agent in tobacco products. On June 21, 2022, the US Food and Drug Administration (FDA) announced a plan to propose a rule to establish a maximum nicotine level in cigarettes and other combusted tobacco products.
This study aimed to understand public perception and discussion of very low nicotine content (VLNC) on Twitter (rebranded as X in July 2023).
From December 12, 2021, to January 1, 2023, we collected Twitter data using relevant keywords such as "vln," "low nicotine," and "reduced nicotine." After a series of preprocessing steps (such as removing duplicates, retweets, and commercial tweets), we identified 3270 unique noncommercial tweets related to VLNC. We used an inductive method to assess the public perception and discussion of VLNC on Twitter. To establish a codebook, we randomly selected 300 tweets for hand-coding, including the attitudes (positive, neutral, and negative) toward VLNC (including its proposed rule) and major topics (13 topics). The Cohen κ statistic between the 2 human coders reached over 70%, indicating a substantial interrater agreement. The rest of the tweets were single-coded according to the codebook.
We observed a significant peak in the discussion of VLNC on Twitter within 4 days of the FDA's announcement of the proposed rule on June 21, 2022. The proportion of tweets with a negative attitude toward VLNC was significantly lower than those with a positive attitude, 24.5% (801/3270) versus 37.09% (1213/3270) with P<.001 from the 2-proportion z test. Among tweets with a positive attitude, the topic "Reduce cigarette consumption or help smoking cessation" was dominant (1097/1213, 90.44%). Among tweets with a negative attitude, the topic "VLNC leads to more smoking" was the most popular topic (227/801, 28.34%), followed by "Similar toxicity of VLNC as a regular cigarette" (223/801, 27.84%), and "VLNC is not a good method for quitting smoking" (211/801, 26.34%).
There is a more positive attitude toward VLNC than a negative attitude on Twitter, resulting from different opinions about VLNC. Discussions around VLNC mainly focused on whether VLNC could help people quit smoking.
尼古丁是烟草制品中一种极易成瘾的物质。2022年6月21日,美国食品药品监督管理局(FDA)宣布计划提议制定一项规则,以确定香烟及其他燃烧烟草制品中的尼古丁最高含量。
本研究旨在了解推特(2023年7月更名为X)上公众对极低尼古丁含量(VLNC)的看法和讨论。
从2021年12月12日至2023年1月1日,我们使用“vln”、“低尼古丁”和“减少尼古丁”等相关关键词收集推特数据。经过一系列预处理步骤(如去除重复推文、转发推文和商业推文)后,我们识别出3270条与VLNC相关的独特非商业推文。我们采用归纳法评估推特上公众对VLNC的看法和讨论。为建立编码手册,我们随机抽取300条推文进行人工编码,包括对VLNC(包括其提议规则)的态度(积极、中立和消极)以及主要主题(13个主题)。两位人工编码员之间的科恩κ统计量达到70%以上,表明评分者间具有较高的一致性。其余推文根据编码手册进行单编码。
我们观察到,在2022年6月21日FDA宣布提议规则后的4天内,推特上对VLNC的讨论出现显著高峰。对VLNC持消极态度的推文比例显著低于持积极态度的推文,分别为24.5%(801/3270)和37.09%(1,213/3270),两比例z检验P <.001。在持积极态度的推文中,“减少香烟消费或帮助戒烟”主题占主导(1,097/1,213,90.44%)。在持消极态度的推文中,“VLNC导致更多吸烟”是最热门主题(227/801,28.34%),其次是“VLNC与普通香烟毒性相似”(223/801,27.84%),以及“VLNC不是戒烟的好方法”(211/801,26.34%)。
推特上对VLNC的态度以积极为主而非消极,这源于对VLNC的不同看法。围绕VLNC的讨论主要集中在VLNC是否有助于人们戒烟。