Abstract
In order to explore the quality management efficiency of applying big data and artificial intelligence in nursing quality index, a method of building a nursing management platform integrating nursing indicators and nursing events is proposed. Based on the investigation of the application demand of nursing information system, the method achieves timely data sharing and transmission through WLAN technology and realizes nursing management monitoring, nursing quality index enquiry, and automatic statistical analysis under the vertical management mode of nursing. The results showed that 77 people (73%) thought the time decreased, 19 people (18%) thought the time was the same, and 9 people (7%) thought the time increased. In terms of intelligent application and big data of nursing information management system, there is a significant difference in nursing management efficiency before and after using nursing management information system (P < 0.001). The nursing management control platform is designed and applied, and the nursing quality control method and actual management process are improved, which is very good for strengthening nursing quality management. The overall optimization of the quality control process is realized, which helps to mobilize the initiative and enthusiasm of nursing staff and continuously improve the effectiveness of nursing management and nursing efficiency.
Highlights
With the development and progress of the society, people’s demand for medical treatment has been upgraded from the treatment of diseases to the integration of medical care
Based on the survey of application needs of nursing information system, the method achieves data sharing and transmission in time through WLAN technology and realizes nursing management monitoring, nursing quality index inquiry, and automatic statistical analysis under vertical nursing management mode. e experimental results showed that there was a significant difference in nursing management efficiency before and after artificial intelligence and big data were applied to nursing information management system (P < 0.001). e design and application of nursing management and control platform can comprehensively improve the nursing quality management and control methods and actual processes, which is very beneficial to strengthen nursing quality management
It is mainly composed of nursing sensitive index and clinical basic quality index, which is involved in the reporting, review, control, and tracking of nursing quality indicators. e system can automatically extract the relevant data of statistical query and decision analysis module, nursing adverse event reporting system, nursing electronic evaluation sheet, and other modules, realizing the function of systematic query, automatic statistics, analysis, and feedback of nursing indicators. e nursing department and quality control staff can check the indicators and quality control progress of the whole hospital and various departments at any time through the nursing management platform and the dashboard of the nursing management end of the medical letter smart phone
Summary
With the development and progress of the society, people’s demand for medical treatment has been upgraded from the treatment of diseases to the integration of medical care. Correct and effective use and analysis of nursing quality index data can timely find out the problems existing in nursing quality and safety management and provide a basis for managers to make decisions. Based on the survey of application needs of nursing information system, the method achieves data sharing and transmission in time through WLAN technology and realizes nursing management monitoring, nursing quality index inquiry, and automatic statistical analysis under vertical nursing management mode. In order to meet the application requirements of nursing information system, the nursing information system has timely data sharing and transmission with his database, big data platform, and medical information docking system through WLAN technology and realized the functions of nursing management monitoring, statistical analysis of nursing quality indicators, quality control, and automatic feedback under the vertical nursing management mode.
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