Cross-Cultural Differences in Public Discourse on COVID-19 Vaccination in the United States and South Korea: Cross-Sectional Analysis Using Natural Language Processing
Public perceptions of COVID-19 vaccines and related information needs differ between the 2 countries, shaped by cultural context, trust in government, and information-seeking environments. Analysis of social question and answer data from the 2 countries reveals shared information needs but divergent sentiment patterns. These findings highlight the value of social media data for public health research and the need for culturally and platform-specific communication strategies.
Authors
- Sou Hyun Jang (ORCID: https://orcid.org/0000-0003-2265-4753)
- Yong Jeong Yi (ORCID: https://orcid.org/0000-0003-1736-2107)
- Haewoon Kwak (ORCID: https://orcid.org/0000-0003-1418-0834)
- Sangpil Youm
Institutions
- Korea University (KR)
- University of Florida (US)
- Indiana University Bloomington (US)
- Naver (South Korea) (KR)
- Sungkyunkwan University (KR)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2026-03-05
- DOI
- https://doi.org/10.2196/84791
- Primary Topic
- Computational and Text Analysis Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00