Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein

Healthcare is known for being a highly intensive engagement with a complex organisation, and it involves numerous levels of stakeholders. A big data analytics solution is required to simplify and improve the process’s overall data efficacy and flow. However, there are many challenges in implementing...

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Main Authors: Norbib, Kholijah, Nashuha, Nur Nesa, Abu Bakar, Nur Azaliah, Hussein, Surya Sumarni
Format: Article
Language:English
Published: Universiti Teknologi MARA 2022
Online Access:https://ir.uitm.edu.my/id/eprint/69249/1/69249.pdf
https://ir.uitm.edu.my/id/eprint/69249/
https://mjoc.uitm.edu.my
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spelling my.uitm.ir.692492022-10-27T04:40:03Z https://ir.uitm.edu.my/id/eprint/69249/ Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein Norbib, Kholijah Nashuha, Nur Nesa Abu Bakar, Nur Azaliah Hussein, Surya Sumarni Healthcare is known for being a highly intensive engagement with a complex organisation, and it involves numerous levels of stakeholders. A big data analytics solution is required to simplify and improve the process’s overall data efficacy and flow. However, there are many challenges in implementing big data analytics in a healthcare organisation, as evidenced in some situations. The difficulties that must be addressed are high costs, time-consuming processes in establishing strategic management, and becoming a patient-centred organisation with optimal coordination. As a result, certain studies that have been conducted are suggested a feasible approach for big data analytics is by implementing Enterprise Architecture (EA) in health organisations. The TOGAF ADM model has been chosen as the methodology for implementing EA in a healthcare organisation due to the power of its flexible methods in merging artefacts and its focus on processes. When adopting EA, four architecture layers are examined: Business, Data, Application, and Technology (BDAT). The problems and As-Is environment have been explored, implying that healthcare organisations require EA to assure continuous service delivery. Significantly, the proposed approach will aid stakeholders in quickly adopting the business transformation through the use of EA. Universiti Teknologi MARA 2022-10 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/69249/1/69249.pdf Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein. (2022) Malaysian Journal of Computing (MJoC), 7 (2): 11. pp. 1210-1221. ISSN 2600-8238 https://mjoc.uitm.edu.my
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description Healthcare is known for being a highly intensive engagement with a complex organisation, and it involves numerous levels of stakeholders. A big data analytics solution is required to simplify and improve the process’s overall data efficacy and flow. However, there are many challenges in implementing big data analytics in a healthcare organisation, as evidenced in some situations. The difficulties that must be addressed are high costs, time-consuming processes in establishing strategic management, and becoming a patient-centred organisation with optimal coordination. As a result, certain studies that have been conducted are suggested a feasible approach for big data analytics is by implementing Enterprise Architecture (EA) in health organisations. The TOGAF ADM model has been chosen as the methodology for implementing EA in a healthcare organisation due to the power of its flexible methods in merging artefacts and its focus on processes. When adopting EA, four architecture layers are examined: Business, Data, Application, and Technology (BDAT). The problems and As-Is environment have been explored, implying that healthcare organisations require EA to assure continuous service delivery. Significantly, the proposed approach will aid stakeholders in quickly adopting the business transformation through the use of EA.
format Article
author Norbib, Kholijah
Nashuha, Nur Nesa
Abu Bakar, Nur Azaliah
Hussein, Surya Sumarni
spellingShingle Norbib, Kholijah
Nashuha, Nur Nesa
Abu Bakar, Nur Azaliah
Hussein, Surya Sumarni
Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
author_facet Norbib, Kholijah
Nashuha, Nur Nesa
Abu Bakar, Nur Azaliah
Hussein, Surya Sumarni
author_sort Norbib, Kholijah
title Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
title_short Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
title_full Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
title_fullStr Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
title_full_unstemmed Big data analytics for summit group hospital using enterprise architecture as strategic approach / Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar and Surya Sumarni Hussein
title_sort big data analytics for summit group hospital using enterprise architecture as strategic approach / kholijah norbib, nur nesa nashuha ismail, nur azaliah abu bakar and surya sumarni hussein
publisher Universiti Teknologi MARA
publishDate 2022
url https://ir.uitm.edu.my/id/eprint/69249/1/69249.pdf
https://ir.uitm.edu.my/id/eprint/69249/
https://mjoc.uitm.edu.my
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score 13.160551