School of Media and Journalism, University of North Carolina at Chapel Hill, Chapel Hill, USA.
Stan Richards School of Advertising and Public Relations, University of Texas at Austin, Austin, USA.
Tob Control. 2017 Dec;26(e2):e112-e116. doi: 10.1136/tobaccocontrol-2016-053295. Epub 2017 Mar 24.
In May 2016, the Food and Drug Administration (FDA) issued a final rule that deemed e-cigarettes to be within their regulatory authority as a tobacco product. News and opinions about the regulation were shared on social media platforms, such as Twitter, which can play an important role in shaping the public's attitudes. We analysed information shared on Twitter for insights into initial public reactions.
A text mining approach was used to uncover important topics among reactions to the e-cigarette regulations on Twitter. SAS Text Miner V.12.1 software was used for descriptive text mining to uncover the primary topics from tweets collected from May 1 to May 17 2016 using NUVI software to gather the data.
A total of nine topics were generated. These topics reveal initial reactions to whether the FDA's e-cigarette regulations will benefit or harm public health, how the regulations will impact the emerging e-cigarette market and efforts to share the news. The topics were dominated by negative or mixed reactions.
In the days following the FDA's announcement of the new deeming regulations, the public reaction on Twitter was largely negative. Public health advocates should consider using social media outlets to better communicate the policy's intentions, reach and potential impact for public good to create a more balanced conversation.
2016 年 5 月,食品和药物管理局(FDA)发布了一项最终规定,将电子烟视为其作为烟草产品监管权限的一部分。有关该法规的新闻和意见在社交媒体平台上(如 Twitter)分享,这些平台在塑造公众态度方面发挥着重要作用。我们分析了 Twitter 上分享的信息,以深入了解公众对电子烟法规的最初反应。
采用文本挖掘方法从 Twitter 上对电子烟法规的反应中揭示重要主题。使用 SAS Text Miner V.12.1 软件对从 2016 年 5 月 1 日至 5 月 17 日使用 NUVI 软件收集的数据进行描述性文本挖掘,以揭示主题。
共生成了 9 个主题。这些主题揭示了对 FDA 电子烟法规将有益于还是危害公众健康的最初反应,以及这些法规将如何影响新兴的电子烟市场和分享新闻的努力。这些主题主要是负面或混合反应。
在 FDA 宣布新的电子烟法规后的几天里,Twitter 上的公众反应主要是负面的。公共卫生倡导者应该考虑利用社交媒体渠道,更好地传达政策的意图、范围和对公众利益的潜在影响,以创造更平衡的对话。