Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)

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Research and Practical Application of Higher Education Health Index Model Based on AHP and EWM Methods

Authors
Long Cheng1, *, Yuxuan Liu1
1Heilongjiang University of Science and Technology, Harbin, 150022, Heilongjiang, China
*Corresponding author. Email: 781224827@qq.com
Corresponding Author
Long Cheng
Available Online 4 September 2023.
DOI
10.2991/978-94-6463-230-9_112How to use a DOI?
Keywords
AHP; EWM; HEHI; K-means; gray Prediction
Abstract

The sustainable development of higher education is crucial for building a healthy and sustainable society. In this paper, to evaluate the health of higher education in a country, we developed a Higher Education Health Index (HEHI) model that comprises 16 indicators across five aspects. We used principal component analysis to select relevant indicators and applied Analytic Hierarchy Process (AHP) and Entropy Weight Method (EWM) to calculate the weights of the model’s indicators. We also conducted cluster analysis using the K-means algorithm. We applied the HEHI model to evaluate India’s Higher Education Health Level (HEHL) and proposed a vision for India’s higher education system. The gray prediction model was used to forecast HEHI, propose policies, and assess their effectiveness. We predict that India will achieve its proposed vision before 2032. Our research provides valuable solutions for improving the country’s higher education level and building a sustainable higher education system.

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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Volume Title
Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)
Series
Atlantis Highlights in Social Sciences, Education and Humanities
Publication Date
4 September 2023
ISBN
978-94-6463-230-9
ISSN
2667-128X
DOI
10.2991/978-94-6463-230-9_112How to use a DOI?
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.

Cite this article

risenwbib
TY  - CONF
AU  - Long Cheng
AU  - Yuxuan Liu
PY  - 2023
DA  - 2023/09/04
TI  - Research and Practical Application of Higher Education Health Index Model Based on AHP and EWM Methods
BT  - Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)
PB  - Atlantis Press
SP  - 925
EP  - 932
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-230-9_112
DO  - 10.2991/978-94-6463-230-9_112
ID  - Cheng2023
ER  -