Kostygina Ganna, Tran Hy, Kim Yoonsang, Czaplicki Lauren, Kierstead Elexis, Kreslake Jennifer, Emery Sherry, Schillo Barbara
NORC at the University of Chicago, USA.
Johns Hopkins University, USA.
Soc Media Soc. 2022 Oct-Dec;8(4). doi: 10.1177/20563051221141851. Epub 2022 Dec 5.
Social media are an important marketing platform for emerging tobacco products. Heated tobacco products (HTPs) have been introduced in a limited number of local test markets in the United States as potentially reduced-exposure tobacco products. HTPs can be used to heat tobacco as well as marijuana. However, due to growing digital media promotion of these products, it is possible that public knowledge and purchasing opportunities extend beyond test markets. Research on HTP social media promotion is sparse. The objective of the present study is to assess the amount and characterize the content of HTP-related messages on Twitter. We used keyword rules to collect HTP-related posts from the Twitter Historical Powertrack from 1 August 2016 to 31 July 2021. Posts were coded for type (organic, commercial), promotional strategies (e.g., discounts, event promotion), and marijuana co-use mentions using a combination of machine learning methods and human coding. Keyword filters captured 121,012 relevant tweets posted over the period of data collection, with 46,013 (38.02%) tweets featuring commercial content. Findings revealed that there was a two-fold increase in the monthly volume of messages from August 2016 to July 2021. The proportion of organic tweets increased from 29% of all tweets in August 2016 to 73.5% in July 2021. Approximately 20.6% of tweets included mentions of marijuana, and 5,243 posts (4.3%) contained links to online retailers. Promotional tweets featured event promotion, discounts, reduced harm appeals, and fashion appeals. Tobacco control and substance use prevention initiatives should include efforts to monitor the role of social media in promoting organic word-of-mouth and normalizing novel tobacco products.
社交媒体是新兴烟草产品的重要营销平台。加热烟草制品(HTP)作为潜在的低暴露烟草产品,已在美国有限的几个地方测试市场推出。HTP可用于加热烟草以及大麻。然而,由于这些产品在数字媒体上的推广日益增加,公众对其的了解和购买机会可能会超出测试市场的范围。关于HTP社交媒体推广的研究很少。本研究的目的是评估推特上与HTP相关信息的数量,并对其内容进行特征描述。我们使用关键词规则从推特历史权力追踪中收集2016年8月1日至2021年7月31日期间与HTP相关的帖子。使用机器学习方法和人工编码相结合的方式,对帖子的类型(有机、商业)、促销策略(如折扣、活动推广)以及大麻共同使用提及情况进行编码。关键词过滤器在数据收集期间捕获了121,012条相关推文,其中46,013条(38.02%)推文具有商业内容。研究结果显示,2016年8月至2021年7月期间,每月信息数量增长了两倍。有机推文的比例从2016年8月占所有推文的29%增至2021年7月的73.5%。约20.6%的推文提到了大麻,5,243条帖子(4.3%)包含指向在线零售商的链接。促销推文的特点是活动推广、折扣、降低危害宣传和时尚宣传。烟草控制和物质使用预防举措应包括努力监测社交媒体在促进有机口碑传播和使新型烟草产品常态化方面的作用。