Goergen Institute for Data Science, University of Rochester, Rochester, NY, United States.
Department of Computer Science, University of Rochester, Rochester, NY, United States.
JMIR Form Res. 2024 Sep 19;8:e56371. doi: 10.2196/56371.
The Omnibus Budget Bill, known as H. R. 2471, passed through Congress on March 10, 2022, and was eventually signed by President Biden on March 15, 2022. This bill amended the Federal Food, Drug, and Cosmetic Act granting the Food and Drug Administration (FDA) regulatory authority over synthetic nicotine.
This study aims to examine the public perceptions of the Omnibus Bill that regulates synthetic nicotine products as tobacco products on Twitter (rebranded as X).
Through the X streaming application programming interface, we collected and identified 964 tweets related to the Omnibus Bill on synthetic nicotine between March 8, 2022, and April 13, 2022. The longitudinal trend was used to examine the discussions related to the bill over time. An inductive method was used for the content analysis of related tweets. By hand-coding 200 randomly selected tweets by 2 human coders respectively with high interrater reliability, the codebook was developed for relevance, major topics, and attitude to the bill, which was used to single-code the rest of the tweets.
Between March 8, 2022, and April 13, 2022, we identified 964 tweets related to the Omnibus Bill regulating synthetic nicotine. Our longitudinal trend analysis showed a spike in the number of tweets related to the bill during the immediate period following the bill's introduction, with roughly half of the tweets identified being posted between March 8 and 11, 2022. A majority of the tweets (497/964, 51.56%) had a negative sentiment toward the bill, while a much smaller percentage of tweets (164/964, 17.01%) had a positive sentiment toward the bill. Around 31.43% (303/964) of all tweets were categorized as objective news or questions about the bill. The most popular topic for opposing the bill was users believing that this bill would lead users back to smoking (145/497, 29.18%), followed by negative implications for small vape businesses (122/497, 24.55%) and government or FDA mistrust (94/497, 18.91%). The most popular topic for supporting the bill was that this bill would take a dangerous tobacco product targeted at teens off the market (94/164, 57.32%).
We observed a more negative sentiment toward the bill on X, largely due to users believing it would lead users back to smoking and negatively impact small vape businesses. This study provides insight into public perceptions and discussions of this bill on X and adds valuable information for future regulations on alternative nicotine products.
《综合预算法案》(H.R. 2471)于 2022 年 3 月 10 日在国会获得通过,并最终由拜登总统于 2022 年 3 月 15 日签署。该法案修订了《联邦食品、药品和化妆品法案》,赋予了食品和药物管理局(FDA)对合成尼古丁的监管权。
本研究旨在通过 X(已更名为 X)上的推文,调查公众对将合成尼古丁产品作为烟草产品进行监管的综合预算法案的看法。
通过 X 流媒体应用程序编程接口,我们在 2022 年 3 月 8 日至 2022 年 4 月 13 日期间收集并确定了 964 条与综合预算法案中有关合成尼古丁的推文。使用纵向趋势来随时间检查有关该法案的讨论。对相关推文进行内容分析时采用了归纳法。通过由 2 名人类编码员分别对 200 条随机选择的推文进行手动编码,具有较高的评分者间可靠性,开发了一个适用于相关性、主要议题和对该法案的态度的编码本,然后对其余的推文进行单编码。
在 2022 年 3 月 8 日至 2022 年 4 月 13 日期间,我们确定了 964 条与综合预算法案中有关合成尼古丁的推文。我们的纵向趋势分析显示,在法案出台后的立即时期,与该法案有关的推文数量出现了激增,大约有一半的推文是在 2022 年 3 月 8 日至 11 日期间发布的。大多数推文(497/964,51.56%)对该法案持负面情绪,而只有一小部分推文(164/964,17.01%)对该法案持正面情绪。约 31.43%(303/964)的所有推文被归类为有关该法案的客观新闻或问题。反对该法案的最热门话题是用户认为该法案将使用户重新吸烟(145/497,29.18%),其次是对小型电子烟企业的负面影响(122/497,24.55%)和对政府或 FDA 的不信任(94/497,18.91%)。支持该法案的最热门话题是该法案将使针对青少年的危险烟草产品退出市场(94/164,57.32%)。
我们在 X 上观察到了对该法案更负面的情绪,主要是因为用户认为这将使他们重新吸烟,并对小型电子烟企业产生负面影响。本研究提供了有关 X 上公众对该法案的看法和讨论的见解,并为未来对替代尼古丁产品的监管提供了有价值的信息。