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Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application

Based on the concept of responsible holistic nursing care, a whole-process dual-tutor nursing practice model is established and its application effects are explored. This paper firstly reviews the research progress of nursing workload prediction methods at home and abroad, in order to provide a refe...

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Detalles Bibliográficos
Autores principales: Lv, Qingna, Zhang, Yanyun, Li, Yanyan, Yu, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8970898/
https://www.ncbi.nlm.nih.gov/pubmed/35371234
http://dx.doi.org/10.1155/2022/3099794
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author Lv, Qingna
Zhang, Yanyun
Li, Yanyan
Yu, Yang
author_facet Lv, Qingna
Zhang, Yanyun
Li, Yanyan
Yu, Yang
author_sort Lv, Qingna
collection PubMed
description Based on the concept of responsible holistic nursing care, a whole-process dual-tutor nursing practice model is established and its application effects are explored. This paper firstly reviews the research progress of nursing workload prediction methods at home and abroad, in order to provide a reference for clinical nursing workers in China to choose a scientific, reasonable, and easy-to-use nursing workload prediction method. It is proposed to construct a nursing education management model based on small data to provide ideas and references for nursing education management to effectively predict the evolutionary trend of students' behaviour and improve the level of accurate services. The experimental group adopted a dual-tutor responsibility system for the whole-process nursing practice model, including a complete three-level supervision system: a dual-tutor teaching system, a PDCA responsibility system for continuous improvement, and a multichannel teacher-student interaction platform; the control group adopted the traditional nursing practice model.
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spelling pubmed-89708982022-04-01 Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application Lv, Qingna Zhang, Yanyun Li, Yanyan Yu, Yang Comput Intell Neurosci Research Article Based on the concept of responsible holistic nursing care, a whole-process dual-tutor nursing practice model is established and its application effects are explored. This paper firstly reviews the research progress of nursing workload prediction methods at home and abroad, in order to provide a reference for clinical nursing workers in China to choose a scientific, reasonable, and easy-to-use nursing workload prediction method. It is proposed to construct a nursing education management model based on small data to provide ideas and references for nursing education management to effectively predict the evolutionary trend of students' behaviour and improve the level of accurate services. The experimental group adopted a dual-tutor responsibility system for the whole-process nursing practice model, including a complete three-level supervision system: a dual-tutor teaching system, a PDCA responsibility system for continuous improvement, and a multichannel teacher-student interaction platform; the control group adopted the traditional nursing practice model. Hindawi 2022-03-24 /pmc/articles/PMC8970898/ /pubmed/35371234 http://dx.doi.org/10.1155/2022/3099794 Text en Copyright © 2022 Qingna Lv et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Lv, Qingna
Zhang, Yanyun
Li, Yanyan
Yu, Yang
Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title_full Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title_fullStr Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title_full_unstemmed Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title_short Research on the Construction of a Nursing Education Management Model Based on a Small Data-Driven Model and Its Application
title_sort research on the construction of a nursing education management model based on a small data-driven model and its application
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8970898/
https://www.ncbi.nlm.nih.gov/pubmed/35371234
http://dx.doi.org/10.1155/2022/3099794
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