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Research on supply characteristics of China's long⁃term care insurance policy based on text mining
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Zhihan LIU, Hebin LI, Zhicheng LU, Xuehan WANG
Chinese Nursing Research | 2025, 39(19) : 3242 - 3255
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Chinese Nursing Research | 2025, 39(19): 3242-3255
Interdisciplinary Nursing Study
Research on supply characteristics of China's long⁃term care insurance policy based on text mining
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Zhihan LIU, Hebin LI, Zhicheng LU, Xuehan WANG
Affiliations
  • School of Public Administration, Central South University, Hunan 410004 China
Published: 2025-10-10 doi: 10.12102/j.issn.1009-6493.2025.19.007
Outline
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Objective To explore the key components of long-term care insurance policy in China to provide insights for enhancing the formulation and implementation of future policy documents. Methods Utilizing the TF⁃IDF word vector model to conduct text mining research on over 1 600 Chinese long-term care insurance policy documents from the CLIP Database. Results Using multidimensional scaling analysis,the policy text content was sorted out three policy threads:political promotion,service models and content,and standard formulation. Conclusions The government needs to innovate institutional supply,encourage data-driven provision,and enhance crisis learning awareness.

long⁃term care insurance  /  TF⁃IDF word vector model  /  multidimensional scale analysis  /  text mining  /  policy provision
Zhihan LIU, Hebin LI, Zhicheng LU, Xuehan WANG. Research on supply characteristics of China's long⁃term care insurance policy based on text mining[J]. Chinese Nursing Research, 2025 , 39 (19) : 3242 -3255 . DOI: 10.12102/j.issn.1009-6493.2025.19.007
Year 2025 volume 39 Issue 19
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Article Info
doi: 10.12102/j.issn.1009-6493.2025.19.007
  • Receive Date:2024-09-25
  • Online Date:2026-01-21
  • Published:2025-10-10
Article Data
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History
  • Received:2024-09-25
  • Revised:2025-07-10
Funding
Affiliations
    School of Public Administration, Central South University, Hunan 410004 China

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LIU Zhihan, E⁃mail:
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
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占总种数比例
Percentage of
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种数
Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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