美国推特上公众对烟草 21 修正案的看法:观察研究。

IF 3.5 Q1 HEALTH CARE SCIENCES & SERVICES JMIR infodemiology Pub Date : 2024-09-25 DOI:10.2196/53899
Liane M Schneller-Najm, Zidian Xie, Jiarui Chen, Sarah Lee, Emily Xu, Dongmei Li
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引用次数: 0

摘要

背景:美国于 2019 年 12 月签署了《烟草 21 修正案》(T21),将烟草产品的最低法定销售年龄从 18 岁提高到 21 岁,此后,有必要监测公众的反应和潜在的意外后果。社交媒体平台,如 Twitter(后更名为 X),可以提供有关公众看法的丰富数据:本研究利用 Twitter 数据评估对 T21 的认识和信念,为相关文献做出了贡献:从 2019 年 11 月到 2021 年 2 月,我们使用 Twitter 流媒体应用程序接口收集了 Twitter 数据,其中包含与吸烟或电子烟相关的关键词,如 "vape"、"ecig "等。使用每日 T21 相关推文的平均数量来研究 Twitter 上 T21 讨论的时间趋势。使用归纳法将推文人工编码为不同的情感组(积极、中性和消极),这些情感组由 3 位编码者根据人们对该政策所表达的态度进行编码,编码者之间的信度很高。通过主题分析对每个情感组中讨论的主题进行研究:在收集到的 3197 条推文中,2169 条与 T21 相关,其中 444 条(20.5%)持积极态度,736 条(33.9%)持消极态度,989 条(45.6%)持中立态度。从时间趋势来看,2020 年 1 月左右,即该立法颁布后,推文数量出现了一个明显的高峰。在正面推文中,最常出现的话题是 "避免进一步监管"(120/444,27%)、"执行 T21"(110/444,24.8%)和 "健康益处"(81/444,18.2%)。在负面推文中,最常见的主题是 "一般的不同意或沮丧"(207/736,28.1%)和 "仍将使用烟草"(188/736,25.5%)。中性推文主要是 "公益广告或新闻"(782/989,79.1%):总体而言,我们发现三分之一的推文在研究期间对 T21 持负面态度。许多人对 T21 感到失望,并称未成年消费者仍可获得产品。社交媒体数据为监测公众对监管行动的看法和反应提供了一个及时的机会。持续监测可为 T21 的执法工作和潜在意外后果提供信息。
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Public Perception of the Tobacco 21 Amendment on Twitter in the United States: Observational Study.

Background: Following the signing of the Tobacco 21 Amendment (T21) in December 2019 to raise the minimum legal age for the sale of tobacco products from 18 to 21 years in the United States, there is a need to monitor public responses and potential unintended consequences. Social media platforms, such as Twitter (subsequently rebranded as X), can provide rich data on public perceptions.

Objective: This study contributes to the literature using Twitter data to assess the knowledge and beliefs of T21.

Methods: Twitter data were collected from November 2019 to February 2021 using the Twitter streaming application programming interface with keywords related to vaping or e-cigarettes, such as "vape," "ecig," etc. The temporal trend of the T21 discussion on Twitter was examined using the mean number of daily T21-related tweets. Inductive methods were used to manually code the tweets into different sentiment groups (positive, neutral, and negative) based on the attitude expressed toward the policy by 3 coders with high interrater reliability. Topics discussed were examined within each sentiment group through theme analyses.

Results: Among the collected 3197 tweets, 2169 tweets were related to T21, of which 444 tweets (20.5%) showed a positive attitude, 736 (33.9%) showed a negative attitude, and 989 (45.6%) showed a neutral attitude. The temporal trend showed a clear peak in the number of tweets around January 2020, following the enactment of this legislation. For positive tweets, the most frequent topics were "avoidance of further regulation" (120/444, 27%), "Enforce T21" (110/444, 24.8%), and "health benefits" (81/444, 18.2%). For negative tweets, the most frequent topics were "general disagreement or frustration" (207/736, 28.1%) and "will still use tobacco" (188/736, 25.5%). Neutral tweets were primarily "public service announcements (PSA) or news posts" (782/989, 79.1%).

Conclusions: Overall, we find that one-third of tweets displayed a negative attitude toward T21 during the study period. Many were frustrated with T21 and reported that underage consumers could still obtain products. Social media data provide a timely opportunity to monitor public perceptions and responses to regulatory actions. Continued monitoring can inform enforcement efforts and potential unintended consequences of T21.

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