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

Author:

Lv Qingna1ORCID,Zhang Yanyun2,Li Yanyan3,Yu Yang1ORCID

Affiliation:

1. Nursing Department, The Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning 116023, China

2. College of Nursing, Inner Mongolia Minzu University, Tongliao, Inner Mongolia Autonomous Region 028000, China

3. College of Nursing, Chongqing Medical and Pharmaceutical College, Shapingba, Chongqing 401331, China

Abstract

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.

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

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