Helmi, Mohamed Isa and Zetty Ain, Kamaruzzaman and Galuh Tresna, Murti (2024) Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah. International Journal of Industrial Management (IJIM), 18 (2). pp. 105-117. ISSN 2289-9286 (Print); 0127-564x (Online). (Published)
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Abstract
The purpose of this study was to create a dashboard with information visualisation to assist Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA) in managerial decision-making and to critically and hierarchically present data regarding the enrolment of Malaysian Diploma Vocational (MDV) students into high-level Technical Vocational Education and Training (TVET) programs at UMPSA. The Cross Industry Standard Process for Data Mining (CRISP-DM) model was applied in this research followed by dashboard development using Microsoft Power BI. The CRISP-DM model consists of six continuous and connected phases, namely business understanding, data understanding, data preparation, data modelling, data visualisation, and data synchronise and update. The data was obtained from the Undergraduate Records Management Unit, Centre for Academic Management, UMPSA. The database was used in the development of the dashboard to store information in the form of reports and for data visualisation purposes. The findings hope to assist the management of UMPSA in making better decisions and planning the enrolment process of prospective students. The dashboard outlines several initiatives and best practices that should be implemented by the Malaysian Government, the Ministry of Higher Education, and UMPSA through the UMPSA 2021–2025 Strategic Plan to empower the high-level TVET agenda.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Cross Industry Standard Process for Data Mining (CRISP-DM); Microsoft Power BI; Malaysian Diploma Vocational (MDV); High-Level TVET; Data-Driven Decision Making |
| Subjects: | L Education > LB Theory and practice of education > LB2300 Higher Education L Education > LC Special aspects of education |
| Faculty/Division: | Faculty of Industrial Management Institute of Postgraduate Studies |
| Depositing User: | Mrs Norsaini Abdul Samat |
| Date Deposited: | 01 Jul 2024 04:53 |
| Last Modified: | 01 Jul 2024 04:53 |
| URI: | http://umpir.ump.edu.my/id/eprint/41754 |
| Download Statistic: | View Download Statistics |
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