Research on analysis model of big data of comprehensive performance of visual medical equipment
10.3969/j.issn.1672-8270.2025.04.026
- VernacularTitle:可视化医疗设备综合绩效大数据分析模型的构建和研究
- Author:
Yi QIN
1
;
Yuhua GU
;
Yaju ZHANG
;
Lei WANG
;
Xinmei GU
Author Information
1. 南通市中医院审计科 南通 226001
- Publication Type:Journal Article
- Keywords:
Big data;
Data model;
Performance evaluation;
Medical equipment;
Visual report
- From:
China Medical Equipment
2025;22(4):135-142
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To build a big data analysis model of comprehensive performance of medical equipment,so as to improve the management efficiency and fine management level for medical equipment of hospital.Methods:The big data analysis model of comprehensive performances of medical equipment was developed through building a data integration platform,and integrating multi-business system data of hospital,and including quantified social benefit data and relative data of the process of procurement and maintenance,which established index system of performance analysis with multi-dimensions and multi-layers.It realized the presentation of evaluation results of performance of medical equipment in the form of visual data reports.Results:The big data analysis model for the comprehensive performance of medical equipment has set a system with more than 10 indicators,which included social-benefit indicators,evaluation indicators of comprehensive performance,income indicators,and the indicator of recovery period of investment,and visual report with 35 pages.Each layer of the performance of equipment was analyzed from 35 angles,which realized a comprehensive,multi-dimensional and refined evaluation for the performance of medical equipment of hospital.Its'agile,easy-to-use,efficient response and automation features can significantly improve work efficiency of business.The model realized automatic data collection through interfaces and other means,and reduced manual input errors,which data accuracy rate was＞99%.The results of testing the performance data of equipment for three consecutive years by using this model indicated that the consuming time of single calculation of business system of hospital was shortened from＞20 min to 5-8 s.Conclusion:The big data analysis model of comprehensive performance of medical equipment can help hospital to identify,prevent and control risks in advance,and improve the efficiency of internal control,and enhance management efficiency and fine management level for hospital,and provide support for management decision for medical equipment of hospital.
