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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Online Access: | https://www.mdpi.com/1660-4601/18/10/5220 |
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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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1721415853916815360 |