可视化医疗设备综合绩效大数据分析模型的构建和研究  

Research on analysis model of big data of comprehensive performance of visual medical equipment

作　　者：秦毅[1] 顾玉华[2] 张亚菊 汪磊 顾鑫梅 Qin Yi;Gu Yuhua;Zhang Yaju;Wang Lei;Gu Xinmei(Audit Department,Nantong Hospital of Traditional Chinese Medicine,Nantong 226001,China;Department of Equipment,The Second People’s Hospital of Nantong,Nantong 226001,China)

机构地区：[1]南通市中医院审计科,南通226001 [2]南通市第二人民医院设备科,南通226001

出　　处：《中国医学装备》2025年第4期135-142,共8页China Medical Equipment

基　　金：中国卫生经济学会卫生健康经济管理第二十五批重点研究课题(CHEA2425040303)。

摘　　要：目的:构建医疗设备综合绩效大数据分析模型,提升医院医疗设备管理效率和精细化管理水平。方法:通过搭建数据集成平台,整合医院多业务系统数据,纳入社会效益量化数据及采购维护流程相关数据,开发医疗设备综合绩效大数据分析模型,建立多维度、多层次的绩效分析指标体系,以可视化数据报表方式,实现医疗设备绩效评价结果的呈现。结果:医疗设备综合绩效大数据分析模型设置社会效益指标、综合绩效评价指标、收益指标、投资回收期指标等10余个指标体系和35页的可视化报表,从35个角度分析设备绩效每个层面,实现了对医院医疗设备绩效的全方位、多维度和精细化评价,其敏捷易用、高效响应和自动化特性能显著提高业务工作效率,模型通过接口等方式实现数据自动采集,减少人工录入错误,数据准确率>99%,通过模型对连续3年的设备绩效数据进行测试,医院业务系统单独计算耗时由>20 min缩短为5~8 s。结论:医疗设备综合绩效大数据分析模型能够帮助医院提前识别、预防和控制风险,提高内部控制的有效性,提升医院管理效率和精细化管理水平,为医院医疗设备管理决策提供支持。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 multilayers.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 manage

关 键 词：大数据 数据模型 绩效评价 医疗设备 可视化报表 

分 类 号：R197.39[医药卫生—卫生事业管理]