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

Institutions

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
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Topic modeling and content analysis of people’s anxiety-related concerns raised on a computer-mediated health platform

Shiyu Zhou, Meng Ji, Huosheng Liu, Yafeng You et al.
2 citations
Scientific Reports
Mental Health via Writing
1.29
article

Topic modeling and content analysis of people’s anxiety-related concerns raised on a computer-mediated health platform

Shiyu Zhou, Meng Ji, Huosheng Liu, Yafeng You, Yi Shan, Shunü Sun, Yi Liu, Yong Shen
article en
2 citations

Abstract

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.

Scientific ReportsVol. 14(1)
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)
Openalex Percentile: Top 18%
Mental Health via Writing
1.29
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Topic modeling and content analysis of people’s anxiety-related concerns raised on a computer-mediated health platform — Shiyu Zhou, Meng Ji, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS