Topic modeling and content analysis of people’s anxiety-related concerns raised on a computer-mediated health platform
This was the first study that investigated Chinese people's anxiety-related concerns raised on YOU WEN BI DA using the topic modeling technique. The automatic text analysis and complementary manual interpretation of the collected data allowed for the discovery of the dominant topics hidden in the data and the categorization of these topics into different themes to reveal the overall status of people's anxiety-related concerns. The research findings can provide some practice implications for health and medical educators, practitioners, and policy-makers to make joint efforts to address this common public concern effectively and efficiently.
Authors
- Shiyu Zhou (ORCID: https://orcid.org/0000-0002-5902-8812)
- Meng Ji (ORCID: https://orcid.org/0000-0002-7463-9208)
- Huosheng Liu
- Yafeng You
- Yi Shan (ORCID: https://orcid.org/0000-0001-5852-1122)
- Shunü Sun
- Yi Liu (ORCID: https://orcid.org/0009-0001-7590-5918)
- Yong Shen
Institutions
- Zhejiang International Studies University (CN)
- The University of Sydney (AU)
- Ningbo University of Technology (CN)
- Sir Run Run Shaw Hospital (CN)
- Shantou University (CN)
- Jiaxing University (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2024-11-11
- DOI
- https://doi.org/10.1038/s41598-024-79164-x
- Citations
- 2
- Primary Topic
- Mental Health via Writing
- Type
- article
- Field-Weighted Citation Impact
- 1.29