4.1 Article

Characterizing the role of Weibo and WeChat in sharing original information in a crisis

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WILEY
DOI: 10.1111/1468-5973.12433

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multiple platforms crisis communication; social media; topic modelling and supervised learning; Weibo and WeChat

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This study examines the characteristics of situational information sharing on Weibo and WeChat during the Changsheng fake vaccine crisis in China. The findings reveal that WeChat is more focused on sharing notifications, cautionary advice, and criticism, while Weibo is more inclined towards emotional support and help-seeking information. The study provides valuable insights for authorities and researchers in improving crisis communication and public emergency management.
Strategically differentiated managerial evidence of different social media platforms is of great importance to enhance crisis communication processes by balancing their strengths and weaknesses. This study aims to uncover the platform-specific situational information-sharing characteristics by differentiating the major types of information published in Weibo and WeChat during different phases of a crisis. The subject of the study is the Changsheng fake vaccine crisis which happened in China in 2018. Multiple supervised machine learning and topic modelling methods are used for the characterization of situational information types of the crisis during three phases in both platforms. Our study found that WeChat shares more situational information such as notifications, caution and advice, and criticizing information, whereas Weibo shares more emotional support and help-seeking information. This study provides social media analytics and empirical evidence of platform-specific situational information-sharing characteristics to aid authorities/researchers for better crisis communication and public emergency management.

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