Mapping the Evolution of China's Traditional Chinese Medicine Education Policies: Insights From a BERTopic-Based Descriptive Study.

IF 3.2 Q1 EDUCATION, SCIENTIFIC DISCIPLINES
Tao Yang, Fan Yang, Yong Li
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引用次数: 0

Abstract

Background: Traditional Chinese medicine (TCM) education in China has evolved significantly, shaped by both national policy and social needs. Despite this, the academic community has yet to fully explore the long-term trends and core issues in TCM education policies. As the global interest in TCM continues to grow, understanding these trends becomes crucial for guiding future policy and educational reforms. This study used cutting-edge deep learning techniques to fill this gap, offering a novel, data-driven perspective on the evolution of TCM education policies.

Objective: This study aimed to systematically analyze the research topics and evolutionary trends in TCM education policies in China using a deep learning-based topic modeling approach, providing valuable insights to guide future policy development and educational practices.

Methods: TCM policy-related documents were collected from major sources, including the Ministry of Education, the National Administration of Traditional Chinese Medicine, PKU Lawinfo, and archives of TCM colleges. The text was preprocessed and analyzed using the BERTopic model, a state-of-the-art tool for topic modeling, to extract key themes and examine the policy development trajectory.

Results: The analysis revealed 27 core topics in TCM education policies, including medical education, curriculum reform, rural health care, internationalization, and the integration of TCM with modern education systems. These topics were clustered into 5 stages of policy evolution: marginalization, standardization, specialization, systematization, and restandardization. These stages reflect the ongoing balancing act between modernizing TCM education and preserving its traditional values, while adapting to national political, social, and economic strategies.

Conclusions: This study offers groundbreaking insights into the dynamic and multifaceted evolution of TCM education policies in China. By leveraging the BERTopic model, it provides a comprehensive framework for understanding the forces shaping TCM education and offers actionable recommendations for future policy making. The findings are essential for educators, policymakers, and researchers aiming to refine and innovate TCM education in an increasingly globalized world.

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描绘中国中医教育政策的演变:基于bertopic的描述性研究的见解。
背景:受国家政策和社会需求的影响,中国的中医教育经历了巨大的发展。尽管如此,学术界尚未充分探讨中医教育政策的长期趋势和核心问题。随着全球对中医的兴趣持续增长,了解这些趋势对于指导未来的政策和教育改革至关重要。本研究利用尖端的深度学习技术填补了这一空白,为中医药教育政策的演变提供了一个新颖的、数据驱动的视角。目的:采用基于深度学习的主题建模方法,系统分析中国中医教育政策的研究主题和演变趋势,为指导未来的政策制定和教育实践提供有价值的见解。方法:从教育部、国家中医药管理局、北京大学文库、中医药院校档案等主要渠道收集中医药政策相关文件。使用BERTopic模型(一种最先进的主题建模工具)对文本进行预处理和分析,以提取关键主题并检查政策发展轨迹。结果:分析揭示了中医药教育政策的27个核心议题,包括医学教育、课程改革、农村卫生、国际化、中医药与现代教育体系的融合等。这些议题被归纳为政策演变的5个阶段:边缘化、标准化、专业化、系统化和再标准化。这些阶段反映了中医教育现代化与保留其传统价值之间的持续平衡,同时适应国家政治、社会和经济战略。结论:本研究对中国中医教育政策的动态和多方面演变提供了开创性的见解。通过利用BERTopic模型,它为理解影响中医教育的力量提供了一个全面的框架,并为未来的政策制定提供了可行的建议。这些发现对于旨在在日益全球化的世界中改进和创新中医教育的教育工作者、政策制定者和研究人员至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Medical Education
JMIR Medical Education Social Sciences-Education
CiteScore
6.90
自引率
5.60%
发文量
54
审稿时长
8 weeks
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