Netizens' concerns during COVID-19: a topic evolution analysis of Chinese social media platforms

被引:1
|
作者
Deng, Zhaohua [1 ]
Ma, Rongyang [2 ]
Wu, Manli [3 ,4 ]
Evans, Richard [5 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Management, Wuhan, Peoples R China
[2] Tsinghua Univ, Shenzhen Int Grad Sch, Beijing, Peoples R China
[3] Huazhong Univ Sci & Technol, Sch Journalism & Informat Commun, Wuhan, Peoples R China
[4] Minist Educ Peoples Republ China, Philosophy & Social Sci Lab Big Data & Natl Commun, Wuhan, Peoples R China
[5] Dalhousie Univ, Fac Comp Sci, Halifax, NS, Canada
关键词
COVID-19; Crisis evolution model; Topic analysis; Prodromal and outbreak stages; Abatement-resurgence cycle; SEGMENTATION;
D O I
10.1108/K-04-2023-0583
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
PurposeThis study analyzes the evolution of topics related to COVID-19 on Chinese social media platforms with the aim of identifying changes in netizens' concerns during the different stages of the pandemic.Design/methodology/approachIn total, 793,947 posts were collected from Zhihu, a Chinese Question and Answer website, and Dingxiangyuan, a Chinese online healthcare community, from 31 December, 2019, to 4 August, 2021. Topics were extracted during the prodromal and outbreak stages, and in the abatement-resurgence cycle.FindingsNetizens' concerns varied in different stages. During the prodromal and outbreak stages, netizens showed greater concern about COVID-19 news, the impact of COVID-19 and the prevention and control of COVID-19. During the first round of the abatement and resurgence stage, netizens remained concerned about COVID-19 news and the prevention and control of the pandemic, however, less attention was paid to the impact of COVID-19. During later stages, popularity grew in topics concerning the impact of COVID-19, while netizens engaged more in discussions about international events and the raising of spirits to fight the global pandemic.Practical implicationsThis study contributes to the practice by providing a way for the government and policy makers to retrospect the pandemic and thereby make a good preparation to take proper measures to communicate with citizens and address their demands in similar situations in the future.Originality/valueThis study contributes to the literature by applying an adapted version of Fink's (1986) crisis life cycle to create a five-stage evolution model to understand the repeated resurgence of COVID-19 in Mainland China.
引用
收藏
页码:1109 / 1127
页数:19
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