Research on the Current Situation of Chronic Disease Medical Treatment for Primary and Secondary School Teachers and the Optimization of Education Management System—— Based on Structural Equation Model and Kmeans Algorithm

DOI

10.2991/978-94-6463-058-9_163How to use a DOI?

Keywords

Educational Reform; K-Means++ Algorithm; School Human Capital Management; Multigroup Structural Equation Model

Abstract

In order to protect the physical and mental health of teachers and explore the factors hindering teachers' normal medical treatment, a series of educational reforms such as the "double reduction" policy have further increased the burden on primary and secondary school teachers, using spss for descriptive statistics, constructing a structural equation model based on deconstructed planning behavior (DTPB) theory, and targeting the shortcomings of the traditional kmeans clustering algorithm. The kmeans++ algorithm based on compound distance is proposed, and the initial value selection is optimized, which has a better clustering effect, and further extracts the characteristics of the teacher group who have not gone to the doctor, and the research conclusion shows that the perfect performance management policy and system support of the school is the biggest driving force for medical treatment, and the game of health benefits and cost expenditures in cognitive demand is the biggest resistance to the treatment of chronic diseases; based on this, it is necessary to adhere to the dual line of policy care and institutional guarantee, and carry out the reform of the teaching system. Form a teaching management and teaching team that is compatible with the environment.

Copyright

© 2023 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Yunru Zhou
AU  - Yiyin Zheng
AU  - Xiao Zhang
PY  - 2022
DA  - 2022/12/27
TI  - Research on the Current Situation of Chronic Disease Medical Treatment for Primary and Secondary School Teachers and the Optimization of Education Management System—— Based on Structural Equation Model and Kmeans Algorithm
BT  - Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
PB  - Atlantis Press
SP  - 1041
EP  - 1046
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-058-9_163
DO  - 10.2991/978-94-6463-058-9_163
ID  - Zhou2022
ER  -