Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)

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Research on the Supply and Demand Pattern of Inter-provincial Compulsory Educational Resources in China Based on Hierarchical Clustering Analysis

Authors
Xiaohui Fan1, Liujun Chen1, Jiawei Chen1, Yan Liu1, *
1School of Systems Science, Beijing Normal University, Beijing, 100875, China
*Corresponding author. Email: bnuliuyan@bnu.edu.cn
Corresponding Author
Yan Liu
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-044-2_44How to use a DOI?
Keywords
compulsory education; high-quality and balanced development; supply and demand analysis framework; hierarchical clustering analysis; inter-provincial differences
Abstract

One of the main development goals of education in China is to promote the high-quality and balanced development of compulsory education. This paper constructs a general supply and demand analysis framework for educational resources. By integrating the current situation and trend indexes of the number of students, the number of teachers and the quality of teachers, this paper proposes an index system to comprehensively evaluate the supply and demand of education. This paper, using the hierarchical clustering analysis (HCA), a common unsupervised learning algorithm in data analysis, clusters the supply and demand indexes of compulsory education in 31 provincial-level administrative regions in China. The results show that these provinces can be clustered into six patterns. Through a comprehensive analysis of the educational supply and demand pattern and the population and economy characteristics in each region, this paper puts forward policy recommendations for educational improvement and development applicable to each region.

Copyright
© 2022 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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Volume Title
Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)
Series
Atlantis Highlights in Social Sciences, Education and Humanities
Publication Date
27 December 2022
ISBN
10.2991/978-94-6463-044-2_44
ISSN
2667-128X
DOI
10.2991/978-94-6463-044-2_44How to use a DOI?
Copyright
© 2022 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.

Cite this article

risenwbib
TY  - CONF
AU  - Xiaohui Fan
AU  - Liujun Chen
AU  - Jiawei Chen
AU  - Yan Liu
PY  - 2022
DA  - 2022/12/27
TI  - Research on the Supply and Demand Pattern of Inter-provincial Compulsory Educational Resources in China Based on Hierarchical Clustering Analysis
BT  - Proceedings of the 2022 3rd International Conference on Modern Education and Information Management (ICMEIM 2022)
PB  - Atlantis Press
SP  - 335
EP  - 347
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-044-2_44
DO  - 10.2991/978-94-6463-044-2_44
ID  - Fan2022
ER  -