Developing a Smart Campus Framework through System Dynamics Modeling
DOI:
https://doi.org/10.37899/mjdpp.v2i2.301Keywords:
Smart Campus, System Dynamics, Infrastructure, Smart ClassroomsAbstract
This study investigates the key components and challenges associated with the implementation of a smart campus at IPDN Campus Jatinangor. The aim was to identify critical infrastructural elements required for the successful transition to a smart campus, including internet infrastructure, smart classrooms, and smart security systems. A mixed-methods approach was employed, combining qualitative interviews with faculty, staff, and students, along with system dynamics modeling to explore the complex interactions among various components of the smart campus. The results show that increased internet speed, expanded smart classrooms, and integrated security systems are essential for improving the learning environment, enhancing campus safety, and supporting efficient administrative processes. Simulation results indicated that gradual infrastructure expansion, supported by sustainable funding models, would be the most effective strategy. The study contributes to the existing body of knowledge by applying system dynamics modeling to smart campus development, providing a framework for future research on the scalability and implementation of smart campuses across higher education institutions. The findings suggest that further research could explore funding strategies and examine the role of policy in driving smart campus development.
References
Agbaje, P., Anjum, A., Mitra, A., Oseghale, E., Bloom, G., & Olufowobi, H. (2022). Survey of interoperability challenges in the internet of vehicles. IEEE Transactions on Intelligent Transportation Systems, 23(12), 22838-22861. https://doi.org/10.1109/TITS.2022.3194413
Aithal, P. S., & Maiya, A. K. (2023). Innovations in higher education industry–Shaping the future. International Journal of Case Studies in Business, IT, and Education (IJCSBE), 7(4), 283-311. https://doi.org/10.2139/ssrn.4770797
Ali, G., Samuel, A., Mijwil, M. M., Al-Mahzoum, K., Sallam, M., Salau, A. O., ... & Melekoglu, E. (2025). Enhancing Cybersecurity in Smart Education with Deep Learning and Computer Vision: A Survey. Mesopotamian Journal of Computer Science, 2025, 115-158. https://doi.org/10.58496/MJCSC/2025/008
Anttila, J., & Jussila, K. (2018). Universities and smart cities: the challenges to high quality. Total Quality Management & Business Excellence, 29(9-10), 1058-1073. https://doi.org/10.1080/14783363.2018.1486552
Aripradono, H. W., Nursyamsi, I., Wahab, A., & Sultan, Z. (2024). Educational Technology for Digital Transformation of Higher Education Institutions into Entrepreneurial Universities. Policy & Governance Review, 8(3), 303-322. https://doi.org/10.30589/pgr.v8i3.1019
Barlas, Y. (1996). Formal aspects of model validity and validation in system dynamics. System Dynamics Review: The Journal of the System Dynamics Society, 12(3), 183-210. https://doi.org/10.1002/(SICI)1099-1727(199623)12:3%3C183::AID-SDR103%3E3.0.CO;2-4
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative research in psychology, 3(2), 77-101. https://doi.org/10.1191/1478088706qp063oa
Cooperrider, D. L. (1995). Introduction to appreciative inquiry. In W. French & C. Bell (Eds.), Organization development (5th ed.). Prentice Hall.
Coronel, R., & Trigos, F. (2024). Reframing Higher Education Management: A Transdisciplinary Digital Framework for University Administration. Engineering For Social Change, 947-956. https://doi.org/10.3233/ATDE240950
Creswell, J. W., & Poth, C. N. (2016). Qualitative inquiry and research design: Choosing among five approaches. Sage publications.
Dong, Z. Y., Zhang, Y., Yip, C., Swift, S., & Beswick, K. (2020). Smart campus: definition, framework, technologies, and services. IET Smart Cities, 2(1), 43-54. https://doi.org/10.1049/iet-smc.2019.0072
Elbertsen, M., Kok, H., & Salimi, N. (2025). Designing the future smart campus: integrating key elements to enhance user experience. Journal of Science and Technology Policy Management, 16(10), 117-137. https://doi.org/10.1108/JSTPM-10-2024-0414
Evitha, Y. (2024). Leading Digital Transformation: Strategies for higher education leaders in navigating online platforms, Administrative Services, and Cybersecurity. AL-ISHLAH: Jurnal Pendidikan, 16(2), 2645-2656.
Ferraris, A., Belyaeva, Z., & Bresciani, S. (2020). The role of universities in the Smart City innovation: Multistakeholder integration and engagement perspectives. Journal of Business Research, 119, 163-171. https://doi.org/10.1016/j.jbusres.2018.12.010
Forrester, J. W. (1994). System dynamics, systems thinking, and soft OR. System dynamics review, 10(2‐3), 245-256. https://doi.org/10.1002/sdr.4260100211
Gambo, I., Oluwagbemi, O., & Achimugu, P. (2011). Lack of interoperable health information systems in developing countries: an impact analysis. Journal of Health Informatics in Developing Countries, 5(1).
Hafel, M. (2023). Digital transformation in politics and governance in Indonesia: Opportunities and challenges in the era of technological disruption. Society, 11(2), 742-757.
Hidayat, D. S., & Sensuse, D. I. (2022). Knowledge management model for smart campus in Indonesia. Journal of Computer Science, Universitas Indonesia. [Publication details missing]
IPDN. (2021). Laporan assessment network dan rekomendasi smart campus IPDN tahun 2021. Institut Pemerintahan Dalam Negeri.
Mahariya, S. K., Kumar, A., Singh, R., Gehlot, A., Akram, S. V., Twala, B., ... & Priyadarshi, N. (2023). Smart campus 4.0: Digitalization of university campus with assimilation of industry 4.0 for innovation and sustainability. J. Adv. Res. Appl. Sci. Eng. Technol, 32(1), 120-138. https://doi.org/10.37934/araset.32.1.120138
Martins, P., Lopes, S. I., Rosado da Cruz, A. M., & Curado, A. (2021). Towards a smart & sustainable campus: An application-oriented architecture to streamline digitization and strengthen sustainability in academia. Sustainability, 13(6), 3189. https://doi.org/10.3390/su13063189
Mehmood, N. (2023). Smart Campus Systems: Integrating IoT, AI, and Information Systems for Education 4.0. Multidisciplinary Research in Computing Information Systems, 3(3), 156-168. https://doi.org/10.1109/ACCESS.2021.3109516
Murfi, M., & Hendarman, A. F. (2023). The Relationship between Human Capital Readiness in Digital Transformation Era 4.0 and Individual Performance Perception (The Case of Smart Campus in Indonesia Defense University). American International Journal of Business Management, 6(3), 1-6.
Polin, K., Yigitcanlar, T., Washington, T., & Limb, M. (2024). Unpacking smart campus assessment: Developing a framework via narrative literature review. Sustainability, 16(6), 2494. https://doi.org/10.3390/su16062494
Sadeghi, S. H. (2022). Smart Campus E-Readiness: A Framework for Cyberspace Learning Strategic Management. Routledge.
Shtayyat, A., & AlShaikh-Hasan, M. (2025). Enhancing Cybersecurity in E-Learning System Infrastructure: Analyzing Challenges and Implementing Solutions. In Complexities and Challenges for Securing Digital Assets and Infrastructure (pp. 157-174). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-1370-2.ch008
Stavros, J. M., Cooperrider, D., & Kelley, L. (2013). Strategic inquiry with appreciative intent: Inspiration to SOAR! AI Practitioner: International Journal of Appreciative Inquiry.
Sterman, M. B. (2000). Basic concepts and clinical findings in the treatment of seizure disorders with EEG operant conditioning. Clinical electroencephalography, 31(1), 45-55. https://doi.org/10.1177/155005940003100111
Tasrif, M., & Avianto, T. W. (2004). Kursus analisis kebijaksanaan menggunakan model system dynamics. Kelompok Penelitian dan Pengembangan Energi, Institut Teknologi Bandung.
VOSviewer. (n.d.). VOSviewer from Google Scholar database. Retrieved from https://www.vosviewer.com/
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