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.

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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
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article

Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis

Qian Niu, Tomoki Aoyama, Momoko Nagai‐Tanima, Junyu Liu
8 citations
Journal of Medical Internet Research
Computational and Text Analysis Methods
15.15
article

Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis

Qian Niu, Tomoki Aoyama, Momoko Nagai‐Tanima, Junyu Liu
article en
8 citations

Abstract

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.

Journal of Medical Internet ResearchVol. 27
Kyoto University (JP)
Openalex Percentile: Top 1%
Computational and Text Analysis Methods
15.15
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Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis — Qian Niu, Tomoki Aoyama, et al. · Journal of Medical Internet Research (2024) | TGRS Research Map | TGRS