Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making

This research aims to capture the interplay between risk perception and social media posting through a case study of COVID-19 in Wuhan to support risk response and decision making. Dividing users on Sina Weibo into the government, the media, the public, and other users, we address two main research...

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Main Authors: Huiyun Zhu, Kecheng Liu
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/10/5220
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spelling doaj-1642150e27664602850d0a8b9783bef72021-06-01T00:01:52ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-05-01185220522010.3390/ijerph18105220Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision MakingHuiyun Zhu0Kecheng Liu1School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, ChinaShanghai Engineering Research Center of Finance Intelligence and Institute of Fintech, Shanghai University of Finance and Economics, Shanghai 200434, ChinaThis research aims to capture the interplay between risk perception and social media posting through a case study of COVID-19 in Wuhan to support risk response and decision making. Dividing users on Sina Weibo into the government, the media, the public, and other users, we address two main research questions: Whose posting affects risk perception and vice versa? How do different categories of social media users’ posts affect risk perception and vice versa? We use Granger causality analysis and impulse response functions to answer the research questions. The results show that from one perspective, the government and the media on Sina Weibo play critical roles in forming and affecting risk perceptions. From another perspective, risk perception promotes the posting of the media and the public on Sina Weibo. Since government’s posting and media’s posting can significantly enhance the public’s perceptions of risk issues, the government and the media must remain vigilant to provide credible risk-related information.https://www.mdpi.com/1660-4601/18/10/5220risk perceptionsocial media postingGranger causality analysisimpulse response functionssocial media
collection DOAJ
language English
format Article
sources DOAJ
author Huiyun Zhu
Kecheng Liu
spellingShingle Huiyun Zhu
Kecheng Liu
Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
International Journal of Environmental Research and Public Health
risk perception
social media posting
Granger causality analysis
impulse response functions
social media
author_facet Huiyun Zhu
Kecheng Liu
author_sort Huiyun Zhu
title Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
title_short Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
title_full Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
title_fullStr Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
title_full_unstemmed Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making
title_sort capturing the interplay between risk perception and social media posting to support risk response and decision making
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-05-01
description This research aims to capture the interplay between risk perception and social media posting through a case study of COVID-19 in Wuhan to support risk response and decision making. Dividing users on Sina Weibo into the government, the media, the public, and other users, we address two main research questions: Whose posting affects risk perception and vice versa? How do different categories of social media users’ posts affect risk perception and vice versa? We use Granger causality analysis and impulse response functions to answer the research questions. The results show that from one perspective, the government and the media on Sina Weibo play critical roles in forming and affecting risk perceptions. From another perspective, risk perception promotes the posting of the media and the public on Sina Weibo. Since government’s posting and media’s posting can significantly enhance the public’s perceptions of risk issues, the government and the media must remain vigilant to provide credible risk-related information.
topic risk perception
social media posting
Granger causality analysis
impulse response functions
social media
url https://www.mdpi.com/1660-4601/18/10/5220
work_keys_str_mv AT huiyunzhu capturingtheinterplaybetweenriskperceptionandsocialmediapostingtosupportriskresponseanddecisionmaking
AT kechengliu capturingtheinterplaybetweenriskperceptionandsocialmediapostingtosupportriskresponseanddecisionmaking
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