Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis
Based on observation on the public attitudes toward HPV vaccination from social media contents over 10 years, our findings highlight the need for targeted public health interventions to address vaccine hesitancy in Japan. Although vaccine confidence has increased slowly, sustained efforts are necessary to ensure long-term improvements. Addressing misinformation, reducing complacency, and enhancing vaccine accessibility are key strategies for improving vaccine uptake. Some evidence suggests that confidence in one vaccine may positively influence perceptions of other vaccines. This study also demonstrated the use of LLMs in providing a comprehensive understanding of public health attitudes. Future public health strategies can benefit from these insights by designing effective interventions to boost vaccine confidence and uptake.
Authors
- Qian Niu (ORCID: https://orcid.org/0000-0001-7139-384X)
- Tomoki Aoyama (ORCID: https://orcid.org/0000-0003-3512-054X)
- Momoko Nagai‐Tanima (ORCID: https://orcid.org/0000-0003-3972-8800)
- Junyu Liu (ORCID: https://orcid.org/0000-0001-6232-4199)
Institutions
- Kyoto University (JP)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2024-12-31
- DOI
- https://doi.org/10.2196/68881
- Citations
- 8
- Primary Topic
- Computational and Text Analysis Methods
- Type
- article
- Field-Weighted Citation Impact
- 15.15