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Evolution and insights of China’s environmental governance policies:An LDA-based policy text analysis
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作者 HUA Yu-chen YANG Jia-meng +2 位作者 WEI Ren-jie CHENG Xiu LIU Zhi-yong 《Ecological Economy》 2026年第1期2-30,共29页
China’s environmental governance strategy provides a distinctive pathway for integrating sustainable development into national policy.Understanding its policy trajectory is essential for assessing China’s contributi... China’s environmental governance strategy provides a distinctive pathway for integrating sustainable development into national policy.Understanding its policy trajectory is essential for assessing China’s contribution to global sustainable development and the United Nations Sustainable Development Goals(SDGs).This study constructs a comprehensive database of 425 national environmental governance policy documents issued between 1978 and 2022 and applies Latent Dirichlet Allocation(LDA)modeling to examine the evolution of policy themes and discourse.The results show that China’s environmental governance has undergone four stages-initial exploration,detailed development,transformative leap,and diverse prosperity-reflecting a progressive shift toward more integrated and coordinated governance.Policy priorities have evolved from a primary focus on pollution control and energy transition to an emphasis on institutional construction and organizational reform,thereby strengthening alignment with the SDGs.This transformation is characterized by recurring developmental themes and increasingly preventive,forward-looking,and system-oriented governance approaches.Moreover,the co-evolution of policy concepts and implementation has driven a transition from localized,end-of-pipe responses to comprehensive governance frameworks,alongside a shift from normative guidance towards effectiveness-oriented policy design.By employing a data-driven text analysis approach,this study offers a systematic framework for tracing long-term policy evolution and assessing its implications for sustainable development. 展开更多
关键词 environmental governance policy text analysis LDA topic modeling topic evolution sustainable development policy policy transformation
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普惠型商业医疗保险特定高额药品保障研究 被引量:4
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作者 尚春晓 童禧辰 +1 位作者 陈文 张璐莹 《中国卫生资源》 CSCD 北大核心 2023年第1期88-91,共4页
目的研究我国普惠型商业医疗保险目前特定高额药品(以下简称“特药”)保障的范围及水平,为进一步完善普惠型商业医疗保险的保障水平提供参考。方法通过官方公众号、投保小程序收集2022年普惠型商业医疗保险的保障政策,采用政策文本分析... 目的研究我国普惠型商业医疗保险目前特定高额药品(以下简称“特药”)保障的范围及水平,为进一步完善普惠型商业医疗保险的保障水平提供参考。方法通过官方公众号、投保小程序收集2022年普惠型商业医疗保险的保障政策,采用政策文本分析法提取和分析参保条件、筹资标准、特药的类别及保障水平等内容。结果2022年普惠型商业医疗保险所包含特药数量的均数为28种,以肿瘤药为主。54.62%的商业医疗保险方案特药起付线设定为0,报销比例的均数为74%、中位数为80%。70.54%的商业医疗保险方案封顶线在100万元及以下。58.04%的商业医疗保险方案保障既往症人群的特药费用,但保障水平在不同程度上有所降低。结论我国普惠型商业医疗保险的特药保障有助于减轻患者的经济负担,满足患者多元化用药需求,但对既往症人群的保障水平较为有限。建议进一步优化特药保障责任,明确特药目录的遴选规则。 展开更多
关键词 普惠型商业医疗保险inclusive commercial health insurance 特定高额药品high-priced drug 保障security 政策文本分析法policy text analysis
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Research on the evolutionary characteristics of evaluation policies of Chinese science and technology talents
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作者 Xu Wang Hongye Li 《Data Science and Informetrics》 2023年第3期125-148,共24页
Science and technology talent evaluation is an important part of the talent development system and mechanism,and the state's emphasis on science and technology talent evaluation is reflect-ed in the national polic... Science and technology talent evaluation is an important part of the talent development system and mechanism,and the state's emphasis on science and technology talent evaluation is reflect-ed in the national policy.This paper takes 49 policy documents on science and technology tal-ent evaluation issued by the state from 1978 to 2022 as the object,and uses policy text analysis,word frequency analysis and co-word network analysis to interpret the content of the policies.These policy texts are divided into four stages.200 high-frequency words were extracted from the policies in each stage after word segmentation was made,and the co-word matrixes and co-word networks were constructed for each stage.The research draws the following conclu-sions:1)The content of Chinese science and technology talent evaluation policies is gradually becoming concrete,and the concept of science and technology talent evaluation is gradually clear;2)The policies have transitioned from"scientific and technological development"to"sci-entific and technological innovation";3)The distribution of policies with different strengths is uneven;4)The cooperation between all departments involved in policy formulation is not e-nough. 展开更多
关键词 Science and technology talent evaluation policy text analysis Word frequency analysis Co-word network analysis text mining
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