Study on the Structural Changes and Influencing Factors of Hospitalization Expenses of Diabetic Patients
- VernacularTitle:糖尿病患者住院费用结构变动及影响因素研究
- Author:
Chunmiao YAN
1
;
Lei SUN
;
Xiaoying WANG
;
Huaimin WANG
;
Xiaohui LIU
;
Weijun ZHANG
;
Donghua TIAN
Author Information
1. 邯郸市中心医院 河北 邯郸 056008
- Keywords:
diabetes;
hospitalization expense;
structural variability;
grey correlation degree;
multiple linear regression;
neural network
- From:
Chinese Health Economics
2024;43(3):33-38,52
- CountryChina
- Language:Chinese
-
Abstract:
Objective:By analyzing the cost change trend,internal structure change and main influencing factors of diabetes inpatients'hospitalization expenses,it provides empirical basis for promoting the reform of medical service prices,optimizing the internal structure of hospitalization expenses,effectively controlling hospitalization expenses,and reducing the economic burden of diabetes inpatients.Methods:Using the first page data of medical records of 13 426 diabetes inpatients in the target hospital from 2017 to 2021,it analyzes the structural change of diabetes inpatients'hospitalization expenses by using structural change degree and grey correlation degree methods,and analyzes the influencing factors of hospitalization expenses by using linear regression and BP neural network model.Results:Drug expenses and medical technology expenses are the top two in the proportion of total hospitalization expenses of discharged patients with diabetes,and they account for a large proportion in the total hospitalization expenses.The results of structural change and grey correlation show that drug expenses and medical technology expenses are these two factors that cause changes in the total hospitalization cost structure and have a high correlation with the total hospitalization cost,with a cumulative contribution rate of 90.50％.According to the results of linear regression and neural network model,the length of stay is the most important factor affecting the total cost of hospitalization of diabetes patients,followed by the number of operations/procedures and diagnoses.Conclusion:The internal composition of hospitalization expenses for diabetes patients is unreasonable.The proportion of drug expenses and medical technology expenses is too high.The proportion of medical and nursing expenses reflecting the technical labor value of medical personnel is relatively low.The structure of medical income needs to be further optimized.The length of stay is the most critical factor affecting the hospitalization expenses of diabetes patients.Reasonable control of the length of stay can effectively control the unreasonable growth of medical expenses and reduce the economic burden of diabetes patients.
