USGS and social media user dialogue and sentiment during the 2018 eruption of Kīlauea Volcano, Hawai‘i

IF 1.5 Q2 COMMUNICATION
Robert T. Goldman, Sara K. McBride, Wendy K. Stovall, D. Damby
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引用次数: 0

Abstract

Responsive and empathic communication by scientists is critical for building trust and engagement with communities, which, in turn, promotes receptiveness toward authoritative hazard information during times of crisis. The 2018 eruption of Hawai‘i's Kīlauea Volcano was the first volcanic crisis event in which communication via the U.S. Geological Survey (USGS) social media group, “USGS Volcanoes,” played a major role in providing eruption information to publics. Providing a concrete assessment of the social media effort during the eruption is necessary for optimizing future social media hazard crisis communication. We present qualitative and quantitative analyses of USGS Volcanoes' Facebook posts and over 22,000 follow-on comments spanning the 2018 eruption. Our analyses reveal that, for the 16 posts with the highest user engagement, USGS Volcanoes and informed non-USGS users directly answered 73% of questions and directly corrected or called out inaccuracies in over 54% of comments containing misinformation. User sentiments were 66% positive on average per comment thread regarding eruption information, and user feedback toward USGS Volcanoes, USGS scientists, or the Hawaiian Volcano Observatory was 86% positive on average. Quantitative sentiment analysis reveals a 61% correlation between users' overall expressed sentiments and frequency of the word “thank,” providing further evidence that social media engagement by USGS Volcanoes and informed users positively impacted collective user sentiment. Themes emerging from our qualitative thematic analysis illustrate how communication strategies employed by USGS Volcanoes successfully engaged and benefitted users, providing insights for communicating with publics on social media during crisis situations.
美国地质调查局和社交媒体用户在 2018 年夏威夷基劳埃阿火山爆发期间的对话和情绪
科学家反应迅速、感同身受的交流对于与社区建立信任和互动至关重要,而这反过来又会促进人们在危机时期接受权威的危险信息。2018 年夏威夷基劳埃阿火山爆发是第一次火山危机事件,在这次事件中,美国地质调查局(USGS)社交媒体小组 "USGS Volcanoes "在向公众提供火山爆发信息方面发挥了重要作用。对火山爆发期间的社交媒体工作进行具体评估,对于优化未来的社交媒体危险危机传播非常必要。我们对美国地质调查局火山 "脸书 "在 2018 年火山爆发期间发布的帖子和超过 22,000 条跟帖评论进行了定性和定量分析。我们的分析显示,在用户参与度最高的 16 篇帖子中,USGS 火山和知情的非 USGS 用户直接回答了 73% 的问题,并直接纠正或指出了 54% 以上包含错误信息的评论中的不准确之处。每个评论主题中,用户对火山爆发信息的正面评价平均占 66%,用户对 USGS 火山、USGS 科学家或夏威夷火山观测站的正面反馈平均占 86%。定量情感分析显示,用户表达的总体情感与 "感谢 "一词的出现频率之间存在 61% 的相关性,进一步证明 USGS 火山和知情用户在社交媒体上的参与对用户的集体情感产生了积极影响。我们的定性专题分析中出现的主题说明了 USGS 火山如何采用成功吸引用户并使其受益的沟通策略,为危机情况下在社交媒体上与公众沟通提供了启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.30
自引率
8.30%
发文量
284
审稿时长
14 weeks
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