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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-8970898 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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