基于BERTopic的残疾儿童康复救助政策主题识别及演化分析
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作者单位:

(同济大学医学院上海市养志康复医院(上海市阳光康复中心) 上海 200331)

作者简介:

谢逸钧,硕士研究生,发表论文1篇;通信作者:吴恒璟。

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中图分类号:

R-058

基金项目:

上海市康复医学会健康管理优青人才项目(项目编号:2023JGYQ08)。


Topic Identification and Evolutionary Analysis of Rehabilitation Assistance Policies for Children with Disabilities Based on BERTopic
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(Shanghai Yangzhi Rehabilitation Hospital (Shanghai Sunshine Rehabilitation Center), School of Medicine, Tongji University, Shanghai 200331, China)

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    摘要:

    目的/意义 探析中国残疾儿童康复救助政策的主题结构及演化特征,为优化残疾儿童康复救助政策提供依据。方法/过程 基于BERTopic模型,对1986—2024年中央层面发布的政策文本进行语义聚类与动态分析,从发布节奏、结构组织与功能演进3个维度识别政策体系演变路径。结果/结论 中国残疾儿童康复救助政策呈现从功能补偿向制度支持的演进趋势,应进一步加强跨部门协同,推进差异化补贴,建立“政策-服务”联动评估机制。

    Abstract:

    Purpose/Significance To explore the topic structure and evolution characteristics of rehabilitation assistance policies for children with disabilities in China, and to provide a basis for optimizing rehabilitation assistance policies for children with disabilities. Method/Process Using the BERTopic model, semantic clustering and dynamic analysis are conducted on the national policy texts released from 1986 to 2024. The evolution path of the policy system is identified from three dimensions:release rhythm, structural organization, and functional evolution. Result/Conclusion The rehabilitation assistance policies for children with disabilities in China show an evolving trend from functional compensation to institutional support. It is necessary to further enhance cross-departmental collaboration, promote differentiated subsidies, and establish a “policy-service” linkage evaluation mechanism.

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谢逸钧,邵瑛琦,姜成华,等.基于BERTopic的残疾儿童康复救助政策主题识别及演化分析[J].医学信息学杂志,2025,46(10):51-57, 75

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  • 最后修改日期:2025-09-22
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  • 在线发布日期: 2025-11-12
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