Reddit as a Source of COVID-19 Information: A Content Analysis of r/coronavirus During the Early Pandemic

Q4 Computer Science
Brent J. Hale, M. Alberta, Seung Woo Chae
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引用次数: 0

Abstract

Emerging research has begun examining the utility of social media platforms for information dissemination during the COVID-19 pandemic. Following this developing thread, this work examines discourse within r/coronavirus, a Reddit forum (i.e., subreddit) developed to curate COVID-19 information that burgeoned during the early months of the pandemic. Through a content analysis of 226 posts and 2260 corresponding comments generated between February and May, 2020, this study investigated early-pandemic communication patterns in this platform, including what information was deemed important and how users framed causes and solutions. Overall, findings indicate that users of r/coronavirus prioritized information about COVID-19 spread, public health information (e.g., mask mandates), political and economic implications of COVID-19, and the experiences of medical workers, while also shaming people who failed to follow public health guidelines. Discourse was collectivistically oriented and negatively valenced, and engagement with the subreddit decreased over time, suggesting COVID-19 fatigue among r/coronavirus users. Taken together, this study provides a window into early pandemic discourse, furthering our understanding of COVID-19 communication in early 2020 and revealing informational needs that could be targeted during future health emergencies. Furthermore, progressive fatigue in r/coronavirus (i.e., decreasing curational motivation) showcases a difficulty facing public health communicators during a pandemic’s emergence.
Reddit作为COVID-19信息来源:大流行早期r/冠状病毒的内容分析
新出现的研究已经开始研究社交媒体平台在COVID-19大流行期间传播信息的效用。沿着这条发展的线索,这项工作研究了r/冠状病毒中的话语,r/冠状病毒是一个Reddit论坛(即Reddit子论坛),在大流行的最初几个月里,为了整理COVID-19信息而开发的。通过对2020年2月至5月期间产生的226篇帖子和2260条相应评论的内容分析,本研究调查了该平台上大流行早期的传播模式,包括哪些信息被认为是重要的,以及用户如何制定原因和解决方案。总体而言,调查结果表明,r/冠状病毒的用户优先考虑有关COVID-19传播的信息、公共卫生信息(例如戴口罩的规定)、COVID-19的政治和经济影响以及医务工作者的经验,同时也羞辱那些不遵守公共卫生准则的人。话语以集体主义为导向,受到负面评价,reddit子版块的参与度随着时间的推移而下降,这表明r/冠状病毒用户对COVID-19感到疲劳。综上所述,本研究为大流行早期话语提供了一个窗口,进一步加深了我们对2020年初COVID-19传播的理解,并揭示了在未来突发卫生事件中可能针对的信息需求。此外,r/冠状病毒的进行性疲劳(即治疗动机下降)表明,在大流行出现期间,公共卫生传播者面临困难。
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来源期刊
CiteScore
0.70
自引率
0.00%
发文量
95
期刊介绍: IJICT is a refereed journal in the field of information and communication technology (ICT), providing an international forum for professionals, engineers and researchers. IJICT reports the new paradigms in this emerging field of technology and envisions the future developments in the frontier areas. The journal addresses issues for the vertical and horizontal applications in this area. Topics covered include: -Information theory/coding- Information/IT/network security, standards, applications- Internet/web based systems/products- Data mining/warehousing- Network planning, design, administration- Sensor/ad hoc networks- Human-computer intelligent interaction, AI- Computational linguistics, digital speech- Distributed/cooperative media- Interactive communication media/content- Social interaction, mobile communications- Signal representation/processing, image processing- Virtual reality, cyber law, e-governance- Microprocessor interfacing, hardware design- Control of industrial processes, ERP/CRM/SCM
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