Social-media-based crisis communication: Assessing the engagement of local agencies in Twitter during Hurricane Irma

Naiyara Noor , Ratna Okhai , Tasnuba Binte Jamal , Naim Kapucu , Yue Gurt Ge , Samiul Hasan
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Abstract

As social media platforms have become vital means of communication, it has become imperative for emergency managers and policy makers to understand how people are interacting with different agencies on these platforms for enhancing community response coordination during disasters. Although many public agencies have already adopted social media platforms for crisis communication purposes, empirical evidence on whether and how these agencies are effectively engaged on these platforms is lacking. This research aims to examine crisis communication activities of a variety of agencies in Twitter (now X) in response to Hurricane Irma in 2017. The study analyzed 13,353 hurricane-related tweets posted by the local agencies from eight counties in East Central Florida as well as federal and state agencies and other nonprofit and private organizations during the hurricane response period. An engagement metric was applied on these tweets to determine which agencies were most active in disseminating information during Hurricane Irma. The results revealed the most engaged local agencies in Twitter during Hurricane Irma for crisis communication and the Emergency Support Functions (ESFs) associated with them in coordinating disaster response activities. The study further investigated Twitter profiles and relevant attributes of these actively engaged agencies, and the contents of the hurricane-related tweets during Hurricane Irma. The study found that local agencies remain active and engaged in Twitter during a disaster compared to other levels of agencies. The ESF representing communication (ESF #2) was one of the most frequent ESFs associated with these active agencies; however, ESF #6 (Mass Care and Sheltering) was also found to be highly utilized. The results also provided insights on crisis communication performance of these agencies in terms of the three dimensions of social media engagement including popularity, commitment, and virality, which are correlated to the counts of like, reply, and retweet of each post, respectively. The study includes recommendations to local government and partner organizations and emergency managers to improve crisis communication in social media and suggests future research directions.

基于社交媒体的危机公关:评估飓风 "艾尔玛 "期间地方机构在推特上的参与情况
随着社交媒体平台成为重要的沟通手段,应急管理者和政策制定者必须了解人们如何在这些平台上与不同机构互动,以加强灾害期间的社区应对协调。尽管许多公共机构已经将社交媒体平台用于危机公关目的,但关于这些机构是否以及如何在这些平台上进行有效互动,却缺乏实证证据。本研究旨在考察推特(现为 X)上各类机构在 2017 年应对飓风艾尔玛时的危机公关活动。研究分析了佛罗里达州中东部八个县的地方机构、联邦和州机构以及其他非营利和私营组织在飓风应对期间发布的 13353 条与飓风相关的推文。我们对这些推文采用了参与度指标,以确定哪些机构在飓风 "艾尔玛 "期间最积极地传播信息。结果显示,在飓风 "艾尔玛 "期间,推特上参与危机传播最多的地方机构以及与之相关的协调救灾活动的紧急支持功能(ESFs)。研究进一步调查了这些积极参与机构的 Twitter 简介和相关属性,以及飓风 "艾尔玛 "期间与飓风相关的推文内容。研究发现,与其他级别的机构相比,地方机构在灾难期间仍然积极参与 Twitter。代表通信的 ESF(ESF #2)是与这些活跃机构相关的最常见 ESF 之一;不过,研究还发现,ESF #6(大众护理和庇护)也被高度利用。研究结果还从社交媒体参与的三个维度(包括流行度、承诺度和病毒性)对这些机构的危机公关表现进行了深入分析,这三个维度分别与每个帖子的赞、回复和转发数量相关。本研究为地方政府、合作伙伴组织和应急管理人员提供了改进社交媒体危机公关的建议,并提出了未来的研究方向。
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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CiteScore
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