Stories that engage the audience: An investigation of popular breast cancer narratives on social media

IF 7.6 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Telematics and Informatics Pub Date : 2023-09-09 DOI:10.1016/j.tele.2023.102048
Zexin Ma , Rong Ma , Xinyan Zhao , Xiaohui Wang
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Abstract

Narratives play a critical role in health communication and promotion on social media. This study aimed to identify the features of popular social media narratives that generate emotional support and engage users in cancer communication. We conducted a content analysis of popular breast cancer narratives (N = 410) by five influential breast cancer non-profit organizations on Facebook. Based on a theoretical framework grounded in narrative communication research, we analyzed these narratives in the following dimensions: narrative content (e.g., character attributes, events, and mood), narrative form (e.g., perspective and length), literary techniques (e.g., imperatives, metaphors, and celebrity appeals), and visual elements (e.g., the color pink, events, and vividness). Negative binomial and linear regressions were conducted to examine the relationships between narrative characteristics and three types of social media engagement: affective, cognitive, and behavioral engagement. Results showed that cancer stories that were longer, less emotionally intensive, told from the cancer survivor’s perspective, with gender identity–related information, describing the act of providing social support, explicitly requesting engagement and/or donation, and using more vivid forms of visuals such as linked images tended to be more engaging. However, different narrative features were associated with the three engagement outcomes differently. This study provides a framework for understanding how health communicators can leverage social media to share cancer narratives to reach and engage the intended audience.

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吸引观众的故事:对社交媒体上流行的乳腺癌叙事的调查
叙事在社交媒体上的健康传播和宣传中发挥着至关重要的作用。本研究旨在确定流行社交媒体叙事的特征,这些叙事能产生情感支持并让用户参与癌症交流。我们对五家有影响力的癌症非营利组织在Facebook上流行的癌症故事(N=410)进行了内容分析。基于叙事传播研究的理论框架,我们从以下维度分析了这些叙事:叙事内容(如人物属性、事件和情绪)、叙事形式(如视角和长度)、文学技巧(如命令、隐喻和名人吸引力)和视觉元素(如粉色、事件和生动性)。采用负二项回归和线性回归来检验叙事特征与三种类型的社交媒体参与之间的关系:情感参与、认知参与和行为参与。研究结果表明,从癌症幸存者的角度讲述的癌症故事更长、情感强度更低,带有性别认同相关信息,描述提供社会支持的行为,明确要求参与和/或捐赠,并使用更生动的视觉形式,如链接图像,往往更具吸引力。然而,不同的叙事特征与三种参与结果的关联不同。这项研究为了解健康传播者如何利用社交媒体分享癌症故事以接触和吸引预期受众提供了一个框架。
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来源期刊
Telematics and Informatics
Telematics and Informatics INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
17.00
自引率
4.70%
发文量
104
审稿时长
24 days
期刊介绍: Telematics and Informatics is an interdisciplinary journal that publishes cutting-edge theoretical and methodological research exploring the social, economic, geographic, political, and cultural impacts of digital technologies. It covers various application areas, such as smart cities, sensors, information fusion, digital society, IoT, cyber-physical technologies, privacy, knowledge management, distributed work, emergency response, mobile communications, health informatics, social media's psychosocial effects, ICT for sustainable development, blockchain, e-commerce, and e-government.
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