Application and Effectiveness of Big Data and Artificial Intelligence in the Construction of Nursing Sensitivity Quality Indicators

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.

[Retracted] Individualized Management of Quality of Care in Orthopedic Nurses Based on Sensitive Indicators

“…Quantitatively identify nursing practices that are most relevant to patient outcomes in an effort to improve patient safety and quality of care [ 1 , 2 ]. The indicator management process includes data collection, quality control, data processing, and analysis, identifying key points of changes in nursing quality, selecting implementation measures, and improving program evaluation [ 3 , 4 ].…”

GESPLAN: desarrollo e implantación de un cuadro de mandos de gestión y planificación enfermera

“…[1][2][3][4] Para ello se precisan de herramientas informáticas que permitan integrar el considerable volumen de datos que se generan cada minuto en las instituciones sanitarias, en diferentes sistemas de información, para poder organizarlos de forma lógica y mediante minería de procesos y aprendizaje automático generar algoritmos e indicadores para la toma de decisiones, así como generar una interfaz gráfica sencilla que permita facilitar su interpretación y toma de decisiones a los profesionales. [4][5][6][7][8] El objetivo de este estudio es elaborar e implementar un software de gestión y planificación de cuidados.…”

Retracted: Application and Effectiveness of Big Data and Artificial Intelligence in the Construction of Nursing Sensitivity Quality Indicators

“…This article has been retracted by Hindawi following an investigation undertaken by the publisher [ 1 ]. This investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process: Discrepancies in scope Discrepancies in the description of the research reported Discrepancies between the availability of data and the research described Inappropriate citations Incoherent, meaningless and/or irrelevant content included in the article Peer-review manipulation …”

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”