跨健康商业决定因素的共同促进:2016-2021年无烟烟草社交媒体信息涉及酒精的内容分析

IF 4.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Yoonsang Kim, Alex Kresovich, Simon Page, Hy Tran, Sherry L Emery, Ganna Kostygina
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引用次数: 0

摘要

目的:本研究的目的是分析社交媒体上以酒精为主题的无烟烟草(ATST)信息的数量和内容,描述主要主题并确定这些信息的主要来源。这些见解对于理解烟酒行业的营销策略和告知有效的烟草控制政策至关重要。方法:我们分析了2016年8月至2021年10月期间777736条与无烟烟草相关的推文,并确定了36804条(4.7%)ATST推文。使用机器学习技术检测到生成ATST推文的三种类型的账户:商业、机器人和普通用户。内容分析对主要主题进行了分类,并检查了最活跃账户发布的ATST消息的语言模式。结果:ATST内容以文化/生活方式主题(71.8%)(如农村/乡村文化)为主,其次是课程模式(14.0%)和酒精风味参考(4.3%)。商业账户贡献了4.9%的ATST推文,顶级商业账户显示出协调发布活动的模式,无烟烟草配件和酒精主题标签的推广内容在各个账户中都是相同的。Bot账户贡献了4%的ATST内容。商业和机器人账户达到超过普通用户账户的关注。结论:我们对X/Twitter上的ATST内容的分析揭示了无烟和酒精产品战略营销的证据,特别是利用文化叙事使物质使用正常化的协调活动。社交媒体不受管制的空间促进了跨物质推广,通过战略性的产品植入和生活方式联系将无烟烟草与酒精联系起来。这些发现强调需要新的预防和监管方法来解决跨物质营销问题,包括特定于社交媒体的政策,以限制有害产品的协调推广。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Copromotion across commercial determinants of health: content analysis of smokeless tobacco social media messages referencing alcohol, 2016-2021.

Objective: The goal of this study is to analyse the amount and content of alcohol-themed smokeless tobacco (ATST) messages on social media, characterise major themes and identify key sources of these messages. These insights are crucial for understanding the tobacco and alcohol industries' marketing strategies and informing effective tobacco control policies.

Methods: We analysed 777 336 smokeless tobacco-relevant tweets from August 2016 to October 2021 and identified 36 804 (4.7%) ATST tweets. Three types of accounts that generated ATST tweets were detected using machine learning techniques: commercial, bot and regular users. The content analysis categorised major themes and examined language patterns of ATST messages posted by the most active accounts.

Results: ATST content was dominated by culture/lifestyle themes (71.8%) (eg, rural/country culture), followed by couse patterns (14.0%) and alcohol flavour references (4.3%). Commercial accounts contributed 4.9% of ATST tweets, and top commercial accounts showed patterns of coordinated posting activity, with identical promotional content for smokeless tobacco accessories and alcohol-themed hashtags featured across accounts. Bot accounts contributed 4% of ATST content. Commercial and bot account reach exceeded regular user account followership.

Conclusion: Our analysis of ATST content on X/Twitter revealed the evidence of strategic comarketing of smokeless and alcohol products, specifically coordinated activities leveraging cultural narratives to normalise substance use. Social media's unregulated space facilitates cross-substance promotion, linking smokeless tobacco with alcohol through strategic product placement and lifestyle associations. These findings highlight the need for new prevention and regulatory approaches to address cross-substance marketing, including social media-specific policies to restrict coordinated promotion of harmful products.

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来源期刊
Tobacco Control
Tobacco Control 医学-公共卫生、环境卫生与职业卫生
CiteScore
9.10
自引率
26.90%
发文量
223
审稿时长
6-12 weeks
期刊介绍: Tobacco Control is an international peer-reviewed journal covering the nature and consequences of tobacco use worldwide; tobacco''s effects on population health, the economy, the environment, and society; efforts to prevent and control the global tobacco epidemic through population-level education and policy changes; the ethical dimensions of tobacco control policies; and the activities of the tobacco industry and its allies.
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