Investigating Canadian Public Attitudes Toward COVID-19 Vaccine Mandates with a Nested Analysis Framework.

Yang Yang,Xiaomeng Lei,Zeping Zhou,Shu-Feng Tsao,Zahid A Butt,Helen H Chen

Studies in health technology and informatics（2023）

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摘要

We develop a screening tool for filtering and analyzing Reddit comments on COVID-19 vaccine mandates through topic modelling. Future research could develop more effective seed word-choosing and evaluation methods to reduce the need for human judgment.

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关键词

COVID-19, Canada, vaccine mandate, public attitudes, Reddit, social media, topic modelling, BERT, Guided LDA

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