Characterizing Support and Opposition for E-cigarette Use Prevention Campaigns on Twitter

Twitter 上对电子烟使用预防活动的支持和反对的特征

基本信息

  • 批准号:
    10046470
  • 负责人:
  • 金额:
    $ 16.32万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
  • 财政年份:
    2020
  • 资助国家:
    美国
  • 起止时间:
    2020-07-01 至 2022-06-30
  • 项目状态:
    已结题

项目摘要

PROJECT SUMMARY Although smoking rates in the US have decreased, the recent declines in cigarette sales are offset by sharp increases in the consumption of other tobacco products including vaping products or electronic nicotine delivery systems (ENDS). In fact, the prevalence of electronic cigarette use and vaping among youth and young adults (YYA) now exceeds that of combustible cigarettes. One of the reasons behind the rapid increase in YYA e-cigarette use is the extensive and effective marketing of these products. These products are increasingly aggressively marketed on digital and social media, which are disproportionately popular among this hard-to-reach at-risk age group. Thus, social media interventions to prevent e-cigarette use are necessary but have unknown potential effects in a competitive communication environment characterized by an influx of ENDS product marketing and advocacy, potentially resulting in audience confusion and misinformation. Therefore, measuring the social media engagement with the e-cigarette use prevention campaigns would represent an important advancement to the science of prevention and lend evidential support for tobacco regulatory policy. The proposed research aims to inform our understanding of the amount, content, sources, and engagement of Twitter messages related to recent prevention campaigns discouraging e-cigarette use. We will analyze Twitter conversations about 14 state campaigns and one national campaign—“The Real Cost” youth e-cigarette use prevention campaign launched by the Food and Drug Administration (FDA). Specifically, we propose to analyze Twitter content related to these campaigns to help inform the health organizations and the general public about the amount of campaign-related messaging, reach and engagement by campaign (Aim 1); the sources of the messages and the themes of the supportive and oppositional content related to tobacco control regulatory policy and prevention science, including misinformation, health claims, flavors and policy on Twitter (Aim 2). This innovative proposal builds on Social Data Collaboratory’s programming and analytic infrastructure and social media data analysis expertise. This research is directly responsive to the National Cancer Institute’s Tobacco Control Research Priorities for the Next Decade. Effective communication strategies regarding harmful and potentially harmful constituents and risks of tobacco products. Fulfillment of the aims will build a scientific base for potential prevention interventions on social media, as well as the programming infrastructure for surveillance and active engagement with user-generated tobacco-related content on Twitter. Results of the study will serve as a foundation for an R01 application characterizing the content, sources, and diffusion patterns of messages related to counter-marketing of non-combustible products on social media and influence of such messages on individual knowledge, attitudes and behavior in a representative sample of youth and young adults.
项目摘要 尽管美国的吸烟率有所下降,但最近卷烟销售的下降被以下因素所抵消: 其他烟草产品的消费急剧增加,包括电子烟产品或电子尼古丁 递送系统(ENDS)。事实上,年轻人使用电子烟和电子烟的流行程度, 年轻人(YYA)现在超过了可燃香烟。快速增长背后的原因之一 在YYA电子烟的使用是这些产品的广泛和有效的营销。这些产品 越来越积极地在数字和社交媒体上进行营销,这些媒体在 这个难以接触的高危年龄组。因此,社交媒体干预以防止电子烟的使用是必要的 但是在以大量涌入为特征的竞争性通信环境中具有未知的潜在影响。 结束产品营销和宣传,可能导致受众混淆和错误信息。 因此,衡量社交媒体与电子烟使用预防活动的参与度将 代表了预防科学的重要进步,并为烟草提供了证据支持。 监管政策。拟议的研究旨在告知我们的数量,内容,来源, 以及与最近阻止使用电子烟的预防活动有关的Twitter消息的参与。 我们将分析Twitter上关于14个州的竞选活动和一个全国性的竞选活动的对话--“真实的成本” 美国食品和药物管理局(FDA)发起的青少年电子烟使用预防运动。具体地说, 我们建议分析与这些活动相关的Twitter内容,以帮助通知卫生组织, 向公众提供有关宣传活动中与宣传相关的信息、覆盖范围和参与度的信息 (Aim 1);信息的来源和支持和反对内容的主题, 烟草控制监管政策和预防科学,包括错误信息、健康声明、香料和 Twitter上的政策(目标2)。这一创新提案建立在社会数据合作实验室的方案编制基础上, 分析基础设施和社交媒体数据分析专业知识。这项研究直接响应了 国家癌症研究所的烟草控制研究重点为未来十年。有效沟通 关于烟草制品的有害和潜在有害成分和风险的战略。履行 这些目标将为社交媒体上的潜在预防干预措施建立科学基础, 规划基础设施,以监测和积极参与用户提出的与烟草有关的 Twitter上的内容。研究结果将作为R 01应用的基础, 与不燃产品反营销相关的信息的内容、来源和传播模式 以及这些信息对个人知识、态度和行为的影响, 青年和年轻人的代表性样本。

项目成果

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Miao Feng其他文献

Miao Feng的其他文献

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{{ truncateString('Miao Feng', 18)}}的其他基金

Using Innovative Machine Learning to Detect Organized Support and Opposition to E-cigarette Use Prevention Campaign Messaging on Twitter and TikTok
使用创新的机器学习来检测 Twitter 和 TikTok 上有组织的对电子烟使用预防运动消息的支持和反对
  • 批准号:
    10720700
  • 财政年份:
    2023
  • 资助金额:
    $ 16.32万
  • 项目类别:

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