Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah
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 in...
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| Format: | Article |
| Language: | English |
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Penerbit Universiti Malaysia Pahang
2024
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| Online Access: | http://umpir.ump.edu.my/id/eprint/41754/1/Strategic%20decision%20support_Developing%20a%20dashboard.pdf |
| _version_ | 1811138484632551424 |
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| author | Helmi, Mohamed Isa Zetty Ain, Kamaruzzaman Galuh Tresna, Murti |
| author_facet | Helmi, Mohamed Isa Zetty Ain, Kamaruzzaman Galuh Tresna, Murti |
| author_sort | Helmi, Mohamed Isa |
| collection | UMP |
| description | 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. |
| first_indexed | 2024-09-25T03:50:56Z |
| format | Article |
| id | UMPir41754 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-09-25T03:50:56Z |
| publishDate | 2024 |
| publisher | Penerbit Universiti Malaysia Pahang |
| record_format | dspace |
| spelling | UMPir417542024-07-01T04:53:05Z http://umpir.ump.edu.my/id/eprint/41754/ Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah Helmi, Mohamed Isa Zetty Ain, Kamaruzzaman Galuh Tresna, Murti LB2300 Higher Education LC Special aspects of education 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. Penerbit Universiti Malaysia Pahang 2024-06 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/41754/1/Strategic%20decision%20support_Developing%20a%20dashboard.pdf 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) https://doi.org/10.15282/ijim.18.2.2024.10832 https://doi.org/10.15282/ijim.18.2.2024.10832 |
| spellingShingle | LB2300 Higher Education LC Special aspects of education Helmi, Mohamed Isa Zetty Ain, Kamaruzzaman Galuh Tresna, Murti Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title | Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title_full | Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title_fullStr | Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title_full_unstemmed | Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title_short | Strategic decision support: Developing a dashboard for managerial insights in high-level TVET students' enrolment at Universiti Malaysia Pahang Al-Sultan Abdullah |
| title_sort | strategic decision support developing a dashboard for managerial insights in high level tvet students enrolment at universiti malaysia pahang al sultan abdullah |
| topic | LB2300 Higher Education LC Special aspects of education |
| url | http://umpir.ump.edu.my/id/eprint/41754/1/Strategic%20decision%20support_Developing%20a%20dashboard.pdf |
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