Policy analysis in the field of health education in China's colleges and universities based on the LDA model

Objective To identify and analyse the hot themes and evolution trends of policy texts in the field of health education in China's colleges and universities. Methods Based on the WK Priority Database, the health education policy texts of China's colleges and universities from 2010 to 2024 were obtained, which were screened and excluded, and the LDA topic model was used to identify and analyse the topics and evolution of the content of this paper on China's college and university health education policies in order to find and categorise the potential topics of the texts. Results There are four core themes: traditional Chinese medicine inheritance and disease prevention (Topic0), health protection and intervention (Topic1), teacher team building and talent training (Topic2), and scientific and technological resources and regular science education (Topic3). Conclusion By analysing and summarising the relevant data, we provide a reference basis for the field of health education in China's colleges and universities.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3708036.3708107
Primary Topic
Innovations in Medical Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Policy analysis in the field of health education in China's colleges and universities based on the LDA model

Fang Xia, Linlin Liu, Shuang Chen, Zhixin Hao et al.
Innovations in Medical Education
article

Policy analysis in the field of health education in China's colleges and universities based on the LDA model

Fang Xia, Linlin Liu, Shuang Chen, Zhixin Hao, Siyu Sun, Zeyi Li
article en

Abstract

Objective To identify and analyse the hot themes and evolution trends of policy texts in the field of health education in China's colleges and universities. Methods Based on the WK Priority Database, the health education policy texts of China's colleges and universities from 2010 to 2024 were obtained, which were screened and excluded, and the LDA topic model was used to identify and analyse the topics and evolution of the content of this paper on China's college and university health education policies in order to find and categorise the potential topics of the texts. Results There are four core themes: traditional Chinese medicine inheritance and disease prevention (Topic0), health protection and intervention (Topic1), teacher team building and talent training (Topic2), and scientific and technological resources and regular science education (Topic3). Conclusion By analysing and summarising the relevant data, we provide a reference basis for the field of health education in China's colleges and universities.

Changchun University of Chinese Medicine (CN)
Openalex Percentile: Top 61%
Innovations in Medical Education
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.

Policy analysis in the field of health education in China's colleges and universities based on the LDA model — Fang Xia, Linlin Liu, et al. · (2024) | TGRS Research Map | TGRS