A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities

This study uses the non-parametric frontier method to examine the productivity growth of Malaysian public universities from 2017 to 2021. It examines changes in productivity at university groups and individual institutions, using three inputs (academic staff, undergraduate student enrolment, and pos...

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Published in:Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author: Ahmad A.M.; Khurizan N.S.N.; Awang N.
Format: Article
Language:English
Published: Semarak Ilmu Publishing 2025
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210452989&doi=10.37934%2faraset.53.1.141152&partnerID=40&md5=e64a40c895035ff70a1abee7d57297f3
id 2-s2.0-85210452989
spelling 2-s2.0-85210452989
Ahmad A.M.; Khurizan N.S.N.; Awang N.
A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
2025
Journal of Advanced Research in Applied Sciences and Engineering Technology
53
1
10.37934/araset.53.1.141152
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210452989&doi=10.37934%2faraset.53.1.141152&partnerID=40&md5=e64a40c895035ff70a1abee7d57297f3
This study uses the non-parametric frontier method to examine the productivity growth of Malaysian public universities from 2017 to 2021. It examines changes in productivity at university groups and individual institutions, using three inputs (academic staff, undergraduate student enrolment, and postgraduate student enrolment) and three outputs (undergraduate and postgraduate qualifications awarded and publications). This study analyses productivity changes and breaks them down into technical efficiency and technological change using the Data Envelopment Analysis (DEA)-based Malmquist productivity index (MPI). The analysis reveals that public universities in Malaysia have seen an average annual increase in MPI of 0.5% over the period of the study. However, when the components of this productivity change are examined, it becomes evident that Malaysian public universities have had an annual average 1.3% increase in technology along with a 0.8% decline in technical efficiency. Further evaluation of the indexes reveals disparities between Malaysian university groups. Technical, comprehensive, and research universities make up the group that performs the best to the worst. Although Malaysian public universities’ productivity is increasing, it is mostly due to technology, which comes at the expense of decreased technical efficiency. © 2025, Semarak Ilmu Publishing. All rights reserved.
Semarak Ilmu Publishing
24621943
English
Article

author Ahmad A.M.; Khurizan N.S.N.; Awang N.
spellingShingle Ahmad A.M.; Khurizan N.S.N.; Awang N.
A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
author_facet Ahmad A.M.; Khurizan N.S.N.; Awang N.
author_sort Ahmad A.M.; Khurizan N.S.N.; Awang N.
title A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
title_short A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
title_full A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
title_fullStr A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
title_full_unstemmed A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
title_sort A DEA-Based Malmquist Productivity Approach for Assessing Total Factor Productivity Change in Malaysian Public Universities
publishDate 2025
container_title Journal of Advanced Research in Applied Sciences and Engineering Technology
container_volume 53
container_issue 1
doi_str_mv 10.37934/araset.53.1.141152
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210452989&doi=10.37934%2faraset.53.1.141152&partnerID=40&md5=e64a40c895035ff70a1abee7d57297f3
description This study uses the non-parametric frontier method to examine the productivity growth of Malaysian public universities from 2017 to 2021. It examines changes in productivity at university groups and individual institutions, using three inputs (academic staff, undergraduate student enrolment, and postgraduate student enrolment) and three outputs (undergraduate and postgraduate qualifications awarded and publications). This study analyses productivity changes and breaks them down into technical efficiency and technological change using the Data Envelopment Analysis (DEA)-based Malmquist productivity index (MPI). The analysis reveals that public universities in Malaysia have seen an average annual increase in MPI of 0.5% over the period of the study. However, when the components of this productivity change are examined, it becomes evident that Malaysian public universities have had an annual average 1.3% increase in technology along with a 0.8% decline in technical efficiency. Further evaluation of the indexes reveals disparities between Malaysian university groups. Technical, comprehensive, and research universities make up the group that performs the best to the worst. Although Malaysian public universities’ productivity is increasing, it is mostly due to technology, which comes at the expense of decreased technical efficiency. © 2025, Semarak Ilmu Publishing. All rights reserved.
publisher Semarak Ilmu Publishing
issn 24621943
language English
format Article
accesstype
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