基于数据分析的学生管理创新策略研究
Research on Student Management Innovation Strategies Based on Data Analysis
王强1
作者信息
- 1. 山东华宇工学院,山东 德州 253000
- 折叠
摘要
采用多维度的数据分析方法,研究影响高校学生管理工作的关键因素,发现学生参与、个性化发展及反馈改进是其影响因素中的3 个主成分.通过建立成分矩阵与因子权重表,深入了解各主成分的结构与权重,发现学生参与在整个学生管理工作中占据主导地位,个性化发展与反馈改进也具有显著的影响力,强调了其在制订创新管理策略中的相对重要性.为此,高校应加强学生参与度以提升学生管理工作的效能,针对学生个体差异注重设计个性化发展路径,推动建立敏捷的反馈机制以快速调整与改进管理策略.
Abstract
The study analyzes the key influencing factors of university student management with multi-dimensional data analysis method.It is found that student participation,personalized development and feedback improvement are the three main components of the influencing factors.Then the study analyzes the structure and weight of each principal component by establishing component matrix and factor weight table.It is found that student participation dominates the entire student management work,and personalized development and feedback improvement also have significant influence,which focusing on their relative importance in the formulation of innovative management strategies.Therefore,colleges and universities should strengthen the participation of students to improve the efficiency of student management,pay attention to the design of personalized development paths according to individual differences of students,and promote the establishment of agile feedback mechanisms to quickly adjust and improve management strategies.
关键词
学生管理/策略创新/数据分析Key words
Student management/Strategy innovation/Data analysis引用本文复制引用
出版年
2024
NETL
NSTL
万方数据