商业烟草和传统烟草在社交媒体上的表现:解构历史叙事以解决土著青年烟草流行问题。

IF 4 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Alec J Calac, Tiana McMann, Zhuoran Li, Raphael Cuomo, Timothy K Mackey
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引用次数: 0

摘要

背景:烟草在许多土著社区具有重要的文化和精神用途。烟草业长期以来一直在印刷媒体和标牌上挪用美国印第安人或阿拉斯加土著(AI/AN或土著)文化形象,为商业烟草产品做广告。在互联网时代,人们对商业烟草产品广告在社交媒体上使用人工智能/人工智能术语和图像的表现知之甚少。方法:通过结构化平台搜索、自定义数据收集方法以及人工内容分析和自然语言处理方法(NLP)的结合,我们在Instagram和Twitter上使用#TraditionalTobacco(特定于土著背景)标签识别和描述内容。结果:通过人工注释和NLP的结合,我们确定了486条Instagram帖子和89条推文中流行的主题和讨论话题,例如对传统AI/AN烟草用途的歪曲,烟草零售广告中AI/AN图像的盗用以及北美土著社区中烟草的不同用途。在Instagram(一个受青少年欢迎的平台)上,烟草的零售和娱乐使用比传统烟草使用更为普遍,而Twitter (X)上与烟草相关的对话主要集中在揭穿对传统烟草使用的误解。几家在广告中使用人工智能/人工智能图像的烟草零售商声称自己隶属于人工智能/人工智能社区,但我们无法核实这些说法是否得到授权或合法。结论:研究结果可能为设计在文化上适合AI/AN青年的戒烟干预措施提供信息,并导致对商业烟草产品广告的更大监管。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Representation of commercial and traditional tobacco on social media: deconstructing historical narratives to address the Indigenous youth tobacco epidemic.

Background: Tobacco has significant cultural and spiritual uses in many Indigenous communities. The tobacco industry has long appropriated American Indian or Alaska Native (AI/AN or Indigenous) cultural imagery in print media and signage to advertise commercial tobacco products. In the internet era, little is known about the representation of commercial tobacco product advertising using AI/AN terms and images on social media.

Methods: With structured platform searches, custom data collection approaches and a combination of manual content analysis and natural language processing approaches (NLP), we identified and characterised content using the hashtag #TraditionalTobacco (specific to Indigenous contexts) on Instagram and Twitter.

Results: Using a combination of manual annotation and NLP, we identified prevalent themes and discussion topics, such as misrepresentation of traditional AI/AN uses of tobacco, appropriation of AI/AN imagery in retail advertising of tobacco and different uses for tobacco among North American Indigenous communities in 486 Instagram posts and 89 tweets. The representation of retail and recreational use of tobacco was more prevalent than traditional tobacco use on Instagram, a platform popular among youth and adolescents, while tobacco-related conversations on Twitter (X) primarily focused on debunking misconceptions about traditional tobacco use. Several tobacco retailers using AI/AN imagery in their advertising claimed to be affiliated with an AI/AN community, but we were unable to verify if these claims were authorised or legitimate.

Conclusions: Findings may inform the design of culturally appropriate tobacco cessation interventions among AI/AN youth and lead to greater regulation of commercial tobacco product advertising.

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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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