Posting environmental risk: Communicating with numerical and nonnumerical messaging across information modalities.

IF 3.3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Risk Analysis Pub Date : 2025-07-01 Epub Date: 2025-02-05 DOI:10.1111/risa.17709
Megan L P Norman, Jiaqi Agnes Bao, Triwik Kurniasari, Chris Skurka
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Abstract

Risk communicators frequently engage members of the public through social media; therefore, it is important to understand how to effectively communicate risks about environmental and health issues. This experiment with U.S. adults (N = 737) explored how message features in risk-focused social media posts-namely, message modality (text-only posts or text with the inclusion of photographs or data presentations) and risk representation (numerical risk details or nonnumerical summaries of risk information)-influence risk perceptions, perceived message informativeness, and intentions to share the content. To do so, we drew from research on visual communication and research on numerical and nonnumerical representations of risk. We assessed the robustness of these effects across three environmental risk domains (asthma, heat waves, and vector-borne diseases). We found that compared to text-only messages, text with a data presentation (i.e., graph or table) led to enhanced risk perceptions, perceptions of informativeness, and sharing intentions. Relative to nonnumerical messages, numerical messages generated greater perceived risk, were rated as more informative, and elicited greater sharing intentions. Additionally, the effects of risk representation depended on participants' numeracy level, such that numerical messages (vs. nonnumerical) elicited greater sharing intentions and perceived informativeness among high-numeracy individuals but had no such effects for low-numeracy individuals. We also found some evidence that message effects on perceived informativeness differed based on risk topic. Our results suggest that communicators can consider designing social media risk messages with numerical details and data visualizations.

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发布环境风险:跨信息模式使用数字和非数字消息传递进行通信。
风险传播者经常通过社交媒体与公众接触;因此,了解如何有效地宣传有关环境和健康问题的风险是很重要的。这项针对美国成年人(N = 737)的实验探讨了以风险为中心的社交媒体帖子中的信息特征——即信息模式(纯文本帖子或包含照片或数据演示的文本)和风险表示(风险信息的数字细节或非数字摘要)——如何影响风险感知、感知的信息信息量和分享内容的意图。为了做到这一点,我们借鉴了对视觉传达的研究以及对风险的数字和非数字表示的研究。我们评估了这些效应在三个环境风险领域(哮喘、热浪和媒介传播疾病)的稳健性。我们发现,与纯文本信息相比,带有数据表示(即图表或表格)的文本会增强风险感知、信息感知和分享意图。与非数字信息相比,数字信息产生了更大的感知风险,被评为更有信息量,并引发了更大的分享意愿。此外,风险表征的影响取决于参与者的计算水平,因此数字信息(与非数字信息相比)在高计算能力的个体中引起了更大的分享意愿和感知信息,但在低计算能力的个体中没有这种影响。我们还发现了一些证据,表明信息对感知信息的影响在风险主题的基础上有所不同。我们的研究结果表明,传播者可以考虑设计带有数字细节和数据可视化的社交媒体风险信息。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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