基于分类树模型的2型糖尿病患者住院费用影响因素研究

doi:10.3969/j.issn.1006-5253.2023.05.012

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Abstract Objective To analyze the influencing factors of hospitalization expenses of type 2 diabetes patients in a tertiary hospital in Foshan City with a classification tree model, to provide a basis for the hospital to control medical expenses, to optimize the allocation of resources, and to improve the system design.Methods The medical records of type 2 diabetes patients discharged from the hospital from January to December 2021 were taken as the research objects. A chisquare test was used for single factor analysis, and a classification tree model was used for multiple factors analysis.Results The median of hospitalization cost of type 2 diabetes patients in the hospital was 6 370.64 yuan, with the highest diagnosis cost and the second drug cost. The hospitalization cost was related to the length of stay, the number of complications, the payment method and the admission route.Conclusion The structure of hospitalization cost is unreasonable and needs further optimization. It should be reduced by shortening hospitalization time, improving the level of medical treatment, strengthening publicity and education and formulating relevant policies.

Key words： type 2 diabetes hospitalization expense classification tree model influencing factor

Received: 05 July 2023

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	Li Wen
	Zhang Man

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Li Wen,Zhang Man. Influencing factors of hospitalization expenses of type 2 diabetes patients based on classification tree model[J]. journal1, 2023, 30(5): 387-390.

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http://manu58.magtech.com.cn/Jwk_zgyytj/EN/10.3969/j.issn.1006-5253.2023.05.012 OR http://manu58.magtech.com.cn/Jwk_zgyytj/EN/Y2023/V30/I5/387

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