BIG DATA ANALYTICS FOR SUMMIT GROUP HOSPITAL USING ENTERPRISE ARCHITECTURE AS STRATEGIC APPROACH
DOI:
https://doi.org/10.24191/mjoc.v7i2.17058Keywords:
Big Data Analytics, Enterprise Architecture, Healthcare, Health Information SystemAbstract
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
References
Ahmad, N. A., Drus, S. M., & Bakar, N. A. (2019). Enterprise architecture adoption issues and challenges: a systematic literature review.
Ajer, A. K., & Olsen, D. H. (2018). Enterprise architecture challenges: A case study of three Norwegian public sectors.
Bakar, N. A. A., & Hussien, S. S. (2018). Association of people factors with successful enterprise architecture implementation. International Journal of Engineering & Technology, 7(4.31), 52-57.
Bakar, N. A. A., & Selamat, H. (2016). Investigating Enterprise Architecture implementation in public sector organisation: A case study of Ministry of Health Malaysia. Paper presented at the 2016 3rd International Conference on Computer and Information Sciences (ICCOINS).
Gampfer, F., Jürgens, A., Müller, M., & Buchkremer, R. (2018). Past, current and future trends in enterprise architecture—A view beyond the horizon. Computers in industry, 100, 70-84.
Gerber, A., le Roux, P., Kearney, C., & van der Merwe, A. (2020). The Zachman Framework for Enterprise Architecture: An Explanatory IS Theory. Paper presented at the Conference on e-Business, e-Services and e-Society.
Girsang, A. S., & Abimanyu, A. (2021). Development of an Enterprise Architecture for Healthcare using TOGAF ADM. Emerging Science Journal, 5(3), 305-321.
Gong, Y., & Janssen, M. (2021). Roles and capabilities of enterprise architecture in big data analytics technology adoption and implementation. Journal of theoretical and applied electronic commerce research, 16(1), 37-51.
Haghighathoseini, A., Bobarshad, H., Saghafi, F., Rezaei, M. S., & Bagherzadeh, N. (2018). Hospital enterprise architecture framework (study of Iranian university hospital organisation). International journal of medical informatics, 114, 88-100.
Hermawan, R., & Sumitra, I. (2019). Designing Enterprise Architecture Using TOGAF Architecture Development Method. Paper presented at the IOP Conference Series: Materials Science and Engineering.
Higman, S., Dwivedi, V., Nsaghurwe, A., Busiga, M., Sotter Rulagirwa, H., Smith, D., Nyella, E. (2019). Designing interoperable health information systems using enterprise architecture approach in resource‐limited countries: a literature review. The International journal of health planning and management, 34(1), e85-e99.
Hsiung, C.-H., Chen, H.-J., Tu, S.-W., & Ho, Y.-C. (2020). How the Federal Enterprise Architecture Framework (FEAF) Supports Government Digital Transformation.
Hussein, S. S., Mahrin, M. N. R., Maarop, N., & Bakar, N. A. A. (2020). Development and Validation of Enterprise Architecture (EA) Readiness Assessment Model. International Journal on Advanced Science, Engineering and Information Technology, 10.
Jonnagaddala, J., Guo, G. N., Batongbacal, S., Marcelo, A., & Liaw, S.-T. (2020). Adoption of enterprise architecture for healthcare in AeHIN member countries. BMJ health & care informatics, 27(1).
Júnior, S. H. D. L., Silva, F. Í. C., Albuquerque, G. S. G., de Medeiros, F. P. A., & Lira, H. B. (2020). Enterprise Architecture in Healthcare Systems: A systematic literature review. arXiv preprint arXiv:2007.06767.
Kitsios, F., & Kamariotou, M. (2018). Business strategy modelling based on enterprise architecture: a state of the art review. Business Process Management Journal.
Kitsios, F., & Kamariotou, M. (2019). Business strategy modelling based on enterprise architecture: A state of the art review. Business Process Management Journal.
Masuda, Y. (2020). Digital Enterprise Architecture for Global Organizations. In Architecting the Digital Transformation (pp. 265-286): Springer.
Nada, N. Q., Wibowo, S., & Novita, M. (2020). Designing Enterprise Architecture in Koperasi Karyawan using TOGAF Architecture Development. Paper presented at the IOP Conference Series: Materials Science and Engineering.
Nasef, E. M. M., & Bakar, N. A. A. (2020). Enterprise Architecture “As-Is” Analysis for Competitive Advantage. International Journal of Advanced Computer Science and Applications (IJACSA), 11(7), 102-107.
Nkundla-Mgudlwa, S., & Mentz, J. C. (2017). A Synthesis of Enterprise Architecture Effectiveness Constructs. Paper presented at the ICEIS (3).
OpenGroup, T. (2020). TOGAF 9.1: The Open Group Architecture Framework Version 9.1.
Paredes-Gualtor, J., Moscoso-Zea, O., & Luján-Mora, S. (2018). The role of enterprise architecture as a management tool. Paper presented at the 2018 International Conference on Information Systems and Computer Science (INCISCOS).
Purnawan, D. A., & Surendro, K. (2016). Building enterprise architecture for hospital information system. Paper presented at the 2016 4th International Conference on Information and Communication Technology (ICoICT).
Rachmandany, A. M., Utama, R. L. L., Lubis, M., & Ambarsari, N. (2021). Analysis and Designing Enterprise Architecture of PT. Adigas Jaya Pratama on Sales and Service Function Using TOGAF Framework. Paper presented at the IOP Conference Series: Materials Science and Engineering.
Sajid, M., & Ahsan, K. (2016). Role of enterprise architecture in healthcare organisations and knowledge-based medical diagnosis system. JISTEM Journal of Information Systems and Technology Management, 13, 181-192.
Saleem, F., & Fakieh, B. (2020). Enterprise Architecture and Organizational Benefits: A Case Study. Sustainability, 12(19), 8237.
Sobri, M., Indriani, P., Ijab, M. T., Isnawijayani, I., & Marlindawati, M. (2019). Development of Inventory Information System Using Enterprise Architecture Planning Method. JOIV: International Journal on Informatics Visualization, 3(4), 321-326.
Verbeke, F., Kaze, S., Ajeneza, L., Nkurunziza, L., Sindatuma, G., Hassan, A., Mugisho, E. (2017). Implementing Burundi’s national e-health enterprise architecture: past, present and future. Journal of Health Informatics in Africa, 4(1).
Zachman, J. A. (2016). The Framework for Enterprise Architecture: Background, Description and Utility by: John A. Zachman. Zachman International| Enterprise Architecture.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Kholijah Norbib, Nur Nesa Nashuha Ismail, Nur Azaliah Abu Bakar, Surya Sumarni Hussein
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
