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This paper is in the following e-collection/theme issue:

Early Results in Infodemiology and Infoveillance (114) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1977) Infodemiology and Infoveillance (1606) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1163) Vaccination and Immunization in the Digital Age (464) JMIR Theme Issue: COVID-19 Special Issue (2566) Early Results from COVID-19 Studies (372)

Published on in Vol 6, No 9 (2022): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/37775, first published .
Actions Speak Louder Than Words: Sentiment and Topic Analysis of COVID-19 Vaccination on Twitter and Vaccine Uptake

Actions Speak Louder Than Words: Sentiment and Topic Analysis of COVID-19 Vaccination on Twitter and Vaccine Uptake

Actions Speak Louder Than Words: Sentiment and Topic Analysis of COVID-19 Vaccination on Twitter and Vaccine Uptake

Authors of this article:

Murooj Yousef1 Author Orcid Image ;   Timo Dietrich1 Author Orcid Image ;   Sharyn Rundle-Thiele1 Author Orcid Image
Article Authors Cited by (9) Tweetations (7) Metrics

Journals

  1. Liu J, Lu S, Zheng H. Analysis of Differences in User Groups and Post Sentiment of COVID-19 Vaccine Hesitators in Chinese Social-Media Platforms. Healthcare 2023;11(9):1207 View
  2. Ko Y, Kim H, Seo Y, Han J, Yoon H, Lee J, Seo J. The persuasive effects of social media narrative PSAs on COVID-19 vaccination intention among unvaccinated young adults: the mediating role of empathy and psychological reactance. Journal of Social Marketing 2023;13(4):490 View
  3. Ferreira-Silva S, Soares M, Vasconcelos R, Barbieri C, Junior L, Medeiros T, de Souza Amorim Matos C, Couto M, Avelino-Silva V. COVID-19 vaccine hesitancy: Meaning relations between responses in an epidemiological study and twitter messages. Vaccine 2024;42(24):126247 View
  4. Xu J, Wu Z, Wass L, Larson H, Lin L. Mapping global public perspectives on mRNA vaccines and therapeutics. npj Vaccines 2024;9(1) View
  5. Ahmad H, Azhar A, Algosaibi A, Hussain J. Understanding Fluctuations in Public Opinion toward COVID-19 Vaccines: Insights from Social Media Analysis. Sage Open 2024;14(4) View
  6. Ellis C, Moore J, Ho P, Ahmed W, Evans C. Social network and linguistic analysis of the #nutrition discourse on the social network platform X, formerly known as Twitter. Social Network Analysis and Mining 2024;14(1) View
  7. Sangha P, Weeks R, Miller E, Sedoc J, Lacey H, Liang C, Agarwal S. Do we message with empowerment, empathy, or collectivity? A social media campaign microtargeting young Americans to encourage engagement with a bilingual COVID-19 chatbot. Journal of Social Marketing 2025;15(4):426 View
  8. Riaz M, Azayem A, Khan A, El-Basyouny N, Litvinova O, Atanasov A, Nawaz F. #YouthMentalHealth: hashtag analysis of global trends, stakeholder engagement, and impact on X platform (formerly known as Twitter). Exploration of Digital Health Technologies 2026;4 View
  9. Hutchinson D, Lee L, Stone H, Moa A, Seale H, MacIntyre C. Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study. Online Journal of Public Health Informatics 2026;18:e80824 View