Identifying the Public’s Psychological Concerns in Response to COVID-19 Risk Messages in Singapore

X. Chen, A. Ang, Jing Yi Lee, Jason Wong, Neo Loo Seng, Gabriel Ong, Majeed Khader
{"title":"Identifying the Public’s Psychological Concerns in Response to COVID-19 Risk Messages in Singapore","authors":"X. Chen, A. Ang, Jing Yi Lee, Jason Wong, Neo Loo Seng, Gabriel Ong, Majeed Khader","doi":"10.30658/JICRCR.4.2.5","DOIUrl":null,"url":null,"abstract":"Understanding the social-psychological processes that characterize communities’ reactions to a pandemic is the first step toward formulating risk communications that can lead to better health outcomes. This study examines comments on Facebook pages of five Singapore media outlets to understand what topics are being discussed by the public in reaction to the implemented precautionary measures in Singapore so as to infer their psychological concerns. Using Anchored Correlation Explanation as a topic modelling technique, this study examines around 10,000 comments and identifies 21 topics that are discussed. The 21 topics were categorized and organized into seven broad themes of psychological concerns. Implications for theory and practice are then discussed.","PeriodicalId":275156,"journal":{"name":"Special Issue on COVID-19","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Special Issue on COVID-19","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30658/JICRCR.4.2.5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Understanding the social-psychological processes that characterize communities’ reactions to a pandemic is the first step toward formulating risk communications that can lead to better health outcomes. This study examines comments on Facebook pages of five Singapore media outlets to understand what topics are being discussed by the public in reaction to the implemented precautionary measures in Singapore so as to infer their psychological concerns. Using Anchored Correlation Explanation as a topic modelling technique, this study examines around 10,000 comments and identifies 21 topics that are discussed. The 21 topics were categorized and organized into seven broad themes of psychological concerns. Implications for theory and practice are then discussed.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
识别新加坡公众对COVID-19风险信息的心理担忧
了解社区对大流行反应的社会心理过程,是制定可带来更好健康结果的风险沟通的第一步。本研究考察了新加坡五家媒体在Facebook页面上的评论,以了解公众对新加坡实施的预防措施的反应正在讨论哪些话题,从而推断他们的心理担忧。使用锚定相关解释作为主题建模技术,本研究检查了大约10,000条评论,并确定了21个讨论的主题。这21个主题被分类并组织成七大心理关注主题。然后讨论了理论和实践的含义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Why Swedes Don’t Wear Face Masks During the Pandemic—A Consequence of Blindly Trusting the Government Risk and Crisis Communication about Invisible Hazards SO ORDERED: A Textual Analysis of United States’ Governors’ Press Release Responses to the COVID-19 Pandemic Examining the Role of Transparent Organizational Communication for Employees’ Job Engagement and Disengagement during the COVID-19 Pandemic in Austria Identifying the Public’s Psychological Concerns in Response to COVID-19 Risk Messages in Singapore
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1