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Abstract
This study analyzed 1910 readers' posts from Japanese newspapers during four emergency declaration periods to understand long-term public opinion shifts during the COVID-19 pandemic. Using Latent Dirichlet Allocation, ten topics were identified and categorized into three themes: Life, Awareness of the Emergency, and Policy. Results showed a decrease in awareness of the emergency (r = −0.189, *p* < 0.000) over time, while other topics remained relatively stable. The study highlights the value of newspaper reader posts in capturing everyday public opinion and the need for long-term perspectives in addressing public health challenges.
Publisher
HUMANITIES AND SOCIAL SCIENCES COMMUNICATIONS
Published On
Aug 14, 2023
Authors
Hideaki Kasuga, Shota Endo, Yusuke Masuishi, Tomoo Hidaka, Takeyasu Kakamu, Tetsuhito Fukushima
Tags
COVID-19
public opinion
emergency declaration
Japanese newspapers
reader posts
awareness
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