Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis

Yan Xia, Xinlin Wu, Hui Feng

2019

Abstract

The implementation of performance evaluation on higher education is beneficial to optimize resource allocation and to promote sustainable development of higher education. It is challenging how to establish a scientific model of performance evaluation on universities and colleges objectively. This paper proposes a method of performance evaluation based on Data Envelopment Analysis with dimension reduction of performance evaluation indicators based on Principal Component Analysis. An automatic system is developed, implementing the method and analysing data from universities and colleges in Shanghai. It provides advice and guidance for performance evaluation, and establishes foundation for higher education development strategy.

Paper Citation

in Harvard Style

Xia Y., Wu X. and Feng H. (2019). Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis.In Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU, ISBN 978-989-758-367-4, pages 55-61. DOI: 10.5220/0007705600550061

in Bibtex Style

@conference{csedu19,
author={Yan Xia and Xinlin Wu and Hui Feng},
title={Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis},
booktitle={Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU,},
year={2019},
pages={55-61},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007705600550061},
isbn={978-989-758-367-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU,
TI - Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis
SN - 978-989-758-367-4
AU - Xia Y.
AU - Wu X.
AU - Feng H.
PY - 2019
SP - 55
EP - 61
DO - 10.5220/0007705600550061