The Role of Influencers and Echo Chambers in the Diffusion of Vaccine Misinformation: Opinion Mining in a Taiwanese Online Community

Although the forum exhibits a resilience to echo chambering, active users and brokers contribute significantly to the polarization of the community, particularly through propaganda-style misinformation. This popularity of propaganda-style misinformation may be linked to the political nature of the forum, where public opinion follows "elite cues" on issues, as observed in the United States. The work in this study corroborates this finding and contributes a data point in a non-Western context. To manage the echo chambering of misinformation, more effort can be put into moderating these users to prevent polarization and the spread of misinformation to prevent growing vaccine hesitancy.

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Publication Details

Journal
JMIR Infodemiology
Published
2024-10-24
DOI
https://doi.org/10.2196/57951
Primary Topic
Misinformation and Its Impacts
Type
article
Field-Weighted Citation Impact
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article

The Role of Influencers and Echo Chambers in the Diffusion of Vaccine Misinformation: Opinion Mining in a Taiwanese Online Community

Tzu-Chin Wu, Chia-Yun Chen, Jason Dean-Chen Yin, Fen Lin et al.
JMIR Infodemiology
Misinformation and Its Impacts
article

The Role of Influencers and Echo Chambers in the Diffusion of Vaccine Misinformation: Opinion Mining in a Taiwanese Online Community

Tzu-Chin Wu, Chia-Yun Chen, Jason Dean-Chen Yin, Fen Lin, Xiaohui Wang
article en

Abstract

Although the forum exhibits a resilience to echo chambering, active users and brokers contribute significantly to the polarization of the community, particularly through propaganda-style misinformation. This popularity of propaganda-style misinformation may be linked to the political nature of the forum, where public opinion follows "elite cues" on issues, as observed in the United States. The work in this study corroborates this finding and contributes a data point in a non-Western context. To manage the echo chambering of misinformation, more effort can be put into moderating these users to prevent polarization and the spread of misinformation to prevent growing vaccine hesitancy.

JMIR InfodemiologyVol. 5
National Taiwan University (TW), City University of Hong Kong (HK), University of Hong Kong (HK)
Openalex Percentile: Top 70%
Misinformation and Its Impacts
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