Assessing COVID-19 Vaccine Hesitancy, Confidence, and Public Engagement: A Global Social Listening Study

Journal of Medical Internet Research - Tập 23 Số 6 - Trang e27632
Zhiyuan Hou1,2,3, Yixin Tong3, Fanxing Du3, Linyao Lu3, Sihong Zhao3, Kexin Yu3, Simon J. Piatek4, Heidi J. Larson4, Leesa Lin4,5
1Global Health Institute, Fudan University, Shanghai, China
2National Health Commission Key Laboratory of Health Technology Assessment, Fudan University, Shanghai, China
3School of Public Health, Fudan University, Shanghai, China
4Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom;
5Laboratory of Data Discovery for Health, Hong Kong Science Park, Hong Kong SAR, China

Tóm tắt

Background Monitoring public confidence and hesitancy is crucial for the COVID-19 vaccine rollout. Social media listening (infoveillance) can not only monitor public attitudes on COVID-19 vaccines but also assess the dissemination of and public engagement with these opinions. Objective This study aims to assess global hesitancy, confidence, and public engagement toward COVID-19 vaccination. Methods We collected posts mentioning the COVID-19 vaccine between June and July 2020 on Twitter from New York (United States), London (United Kingdom), Mumbai (India), and Sao Paulo (Brazil), and Sina Weibo posts from Beijing (China). In total, we manually coded 12,886 posts from the five global metropolises with high COVID-19 burdens, and after assessment, 7032 posts were included in the analysis. We manually double-coded these posts using a coding framework developed according to the World Health Organization’s Confidence, Complacency, and Convenience model of vaccine hesitancy, and conducted engagement analysis to investigate public communication about COVID-19 vaccines on social media. Results Among social media users, 36.4% (571/1568) in New York, 51.3% (738/1440) in London, 67.3% (144/214) in Sao Paulo, 69.8% (726/1040) in Mumbai, and 76.8% (2128/2770) in Beijing indicated that they intended to accept a COVID-19 vaccination. With a high perceived risk of getting COVID-19, more tweeters in New York and London expressed a lack of confidence in vaccine safety, distrust in governments and experts, and widespread misinformation or rumors. Tweeters from Mumbai, Sao Paulo, and Beijing worried more about vaccine production and supply, whereas tweeters from New York and London had more concerns about vaccine distribution and inequity. Negative tweets expressing lack of vaccine confidence and misinformation or rumors had more followers and attracted more public engagement online. Conclusions COVID-19 vaccine hesitancy is prevalent worldwide, and negative tweets attract higher engagement on social media. It is urgent to develop an effective vaccine campaign that boosts public confidence and addresses hesitancy for COVID-19 vaccine rollouts.

Từ khóa


Tài liệu tham khảo

Coronavirus disease (COVID-19) pandemicWorld Health Organization20202020-12-23https://www.who.int/emergencies/diseases/novel-coronavirus-2019

Coronavirus disease (COVID-19) advice for the publicWorld Health Organization20202020-12-23https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public

10.1080/10410236.2020.1838096

10.1126/science.abc1932

10.3390/vaccines8040739

10.1016/S1473-3099(13)70108-7

10.1016/j.vaccine.2018.10.085

10.1016/j.vaccine.2015.04.037

10.1007/s10995-017-2336-6

10.1016/j.vaccine.2018.12.062

10.1590/0102-311X00011618

10.1016/j.vaccine.2016.10.042

10.1038/s41591-020-1124-9

10.2196/14007

10.2105/AJPH.2016.303512

10.1186/s12889-019-7659-3

10.1016/S1473-3099(13)70244-5

Meltwater2020-12-23https://www.meltwater.com/

COVID-19 vaccine tracker and landscapeWorld Health Organization2020-12-23https://www.who.int/publications/m/item/draft-landscape-of-covid-19-candidate-vaccines

10.1001/jamanetworkopen.2020.8953

10.1016/j.vaccine.2015.04.036

10.1016/j.giq.2020.101468

10.1016/S0140-6736(21)00306-8

10.1016/S0140-6736(21)00372-X

Flaxman, S, arXiv.

10.1093/aje/kwab089

GallupWellcome Global Monitor: how does the world feel about science and health?Libertatea20192019-06-01https://static4.libertatea.ro/wp-content/uploads/2019/06/wellcome-global-monitor-2018.pdf

10.1097/MOP.0000000000000978

10.1136/bmj.m3525

10.1016/S0140-6736(21)00242-7

10.2196/21143

10.1038/s41598-020-58166-5

10.1126/science.aap9559

Durazzi, F, arXiv.

10.1016/j.vaccine.2017.07.029

10.2196/16661

10.2196/19016

10.1136/bmjgh-2020-004206

10.1371/journal.pone.0115545