气候变化领域集成服务门户(CCPortal): An empirical study on Twitter’s use and crisis retweeting dynamics amid Covid-19

CCPortal

DOI	10.1007/s11069-020-04497-5
	An empirical study on Twitter’s use and crisis retweeting dynamics amid Covid-19
	Wang B.; Liu B.; Zhang Q.
发表日期	2021
ISSN	0921030X
起始页码	2319
结束页码	2336
卷号	107 期号:3
英文摘要	This study conducts an analysis on topics of the most diffused tweets and retweeting dynamics of crisis information amid Covid-19 to provide insights into how Twitter is used by the public and how crisis information is diffused on Twitter amid this pandemic. Results show that Twitter is first and foremost used as a news seeking and sharing platform with more than 70 % of the most diffused tweets being related to news and comments on crisis updates. As for the retweeting dynamics, our results show an almost immediate response from Twitter users, with some first retweets occurring as quickly as within 2 s and the vast majority (90 %) of them done within 10 min. Nearly 86 % of the retweeting processes could have 75 % of their retweets finished within 24 h, indicating a 1-day information value of tweets. Distribution of retweeting behaviors could be modeled by Power law, Weibull, and Log normal in this study, but still there are 20 % original tweets whose retweeting distributions left unexplained. Results of retweeting community analysis show that following retweeters contribute to nearly 50 % of the retweets. In addition, the retweeting contribution of verified Twitter users is significantly (P< 0.05) different from that of unverified users. A similar significant (P< 0.05) difference is also found in their rates of verified retweeters, and it has been shown that verified Twitter users enjoy seven times as high value as that of unverified users. In other words, users with the same verification status are more likely to get together to diffuse crisis information. © 2021, The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature.
关键词	Covid-19 Crisis communication Retweeting dynamics Twitter use
英文关键词	COVID-19; crisis management; information and communication technology; Internet; social media; social network
语种	英语
来源期刊	Natural Hazards
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/206635
作者单位	School of Economics and Management, Shanghai Maritime University, Shanghai, 201306, China
推荐引用方式 GB/T 7714	Wang B.,Liu B.,Zhang Q.. An empirical study on Twitter’s use and crisis retweeting dynamics amid Covid-19[J],2021,107(3).
APA	Wang B.,Liu B.,&Zhang Q..(2021).An empirical study on Twitter’s use and crisis retweeting dynamics amid Covid-19.Natural Hazards,107(3).
MLA	Wang B.,et al."An empirical study on Twitter’s use and crisis retweeting dynamics amid Covid-19".Natural Hazards 107.3(2021).