Understanding online conversations about COVID-19 vaccine on Twitter: vaccine hesitancy amid the public health crisis

被引:9
作者
Malova, Ekaterina [1 ]
机构
[1] Univ Miami, Sch Commun, Dept Commun Studies, Coral Gables, FL 33146 USA
关键词
Vaccination promotion; health communication; Twitter; online social networks; COVID-19; NETWORK;
D O I
10.1080/08824096.2021.1983424
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
Timely vaccination against COVID-19 can prevent many people from getting infected. However, given the disease novelty and fast vaccine development, some people are hesitant to vaccinate. Online social networks like Twitter produce huge amounts of public health information and may impact peoples' vaccination decisions. Hence, it is important to understand the conversation around the COVID-19 vaccination through the lens of social media. The present study aimed to define the nature of a larger Twitter conversation around the COVID-19 vaccine and explored interaction patterns between Twitter users engaged in such a conversation. Results of this study show that mixed-emotions reactions and discussions about potential side effects and vaccine safety dominated the online conversation. Four main network clusters highlighted different groups of conversation stakeholders. This study findings emphasize the importance of Twitter surveillance and highlight conversational patterns and prevailing sentiments that dominate online social networks during a major health crisis.
引用
收藏
页码:346 / 356
页数:11
相关论文
共 40 条
[1]   We need to start thinking about promoting the demand, uptake, and equitable distribution of COVID-19 vaccines NOW! [J].
Abila, Derrick Bary ;
Dei-Tumi, Sharon D. ;
Humura, Fabrice ;
Aja, Godwin N. .
PUBLIC HEALTH IN PRACTICE, 2020, 1
[2]   Detecting discussion communities on vaccination in twitter [J].
Bello-Orgaz, Gema ;
Hernandez-Castro, Julio ;
Camacho, David .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 66 :125-136
[3]   On Network Theory [J].
Borgatti, Stephen P. ;
Halgin, Daniel S. .
ORGANIZATION SCIENCE, 2011, 22 (05) :1168-1181
[4]   Considering Emotion in COVID-19 Vaccine Communication: Addressing Vaccine Hesitancy and Fostering Vaccine Confidence [J].
Chou, Wen-Ying Sylvia ;
Budenz, Alexandra .
HEALTH COMMUNICATION, 2020, 35 (14) :1718-1722
[5]   Uncovering text mining: A survey of current work on web-based epidemic intelligence [J].
Collier, Nigel .
GLOBAL PUBLIC HEALTH, 2012, 7 (07) :731-749
[6]  
Doerfel M.L., 1998, Connections, V21, P16
[7]   Network dynamics of interorganizational cooperation: The Croatian civil society movement [J].
Doerfel, ML ;
Taylor, M .
COMMUNICATION MONOGRAPHS, 2004, 71 (04) :373-394
[8]   A Visual Backchannel for Large-Scale Events [J].
Doerk, Marian ;
Gruen, Daniel ;
Williamson, Carey ;
Carpendale, Sheelagh .
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2010, 16 (06) :1129-1138
[9]   Vaccine hesitancy: the next challenge in the fight against COVID-19 [J].
Dror, Amiel A. ;
Eisenbach, Netanel ;
Taiber, Shahar ;
Morozov, Nicole G. ;
Mizrachi, Matti ;
Zigron, Asaf ;
Srouji, Samer ;
Sela, Eyal .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2020, 35 (08) :775-779
[10]   COVID-19 herd immunity: where are we? [J].
Fontanet, Arnaud ;
Cauchemez, Simon .
NATURE REVIEWS IMMUNOLOGY, 2020, 20 (10) :583-584