Designing Educational Information Systems to Optimize Learning Factory Operations
DOI:
https://doi.org/10.33050/itee.v4i1.969Keywords:
Interdisciplinary Collaboration, Learning Factory, Innovation, Creativity, TeamworkAbstract
Interdisciplinary teamwork within the learning factory framework has emerged as an effective approach to bridging theoretical knowledge and practical inno- vation, encouraging students from diverse academic backgrounds to collaborate and solve complex real world problems creatively. This educational model pro- motes experiential learning, yet the specific mechanisms through which inter- disciplinary collaboration enhances creativity and innovation remain underex- plored. This study aims to investigate how teamwork across multiple disciplines fosters innovation and creativity in learning factory projects and to identify the factors that facilitate or hinder this process. Using a qualitative case study design, data were collected through semi structured interviews, direct observa- tions, and project documentation involving students and instructors from engi- neering, design, and business programs participating in interdisciplinary learn- ing factory initiatives. The data were analyzed thematically to identify key pat- terns of collaboration, communication, and idea generation. The findings reveal that interdisciplinary teamwork significantly stimulates creative problem solv- ing by integrating diverse perspectives, promoting mutual learning, and creating an environment that values experimentation and iteration. However, challenges such as disciplinary boundaries, communication gaps, and differing work cul- tures occasionally impede the collaborative process. The study concludes that effective facilitation, open communication, and reflective practices are crucial for maximizing innovation and creativity in interdisciplinary learning factory teams. These insights highlight the importance of designing structured yet flexi- ble learning environments that encourage knowledge integration, creative think- ing, and cross disciplinary synergy to prepare students for complex, innovation driven professional contexts.
References
M. Vaz, B. Baetz, and T. Wanyama, “Organizational model of a learning factory for integrated engineering technology and business education,” in INTED2024 Proceedings. IATED, 2024, pp. 248–255.
C. Van Slyke, R. D. Johnson, and J. Sarabadani, “Generative artificial intelligence in information systems education: Challenges, consequences, and responses,” Communications of the Association for Informa- tion Systems, vol. 53, no. 1, pp. 1–21, 2023.
K. Kusnadi, M. Hatta, G. Brotosaputro, A. Amri, and S. Harris, “Information technology and its impact on modern classroom dynamics: A computer science perspective,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 1, pp. 282–293, 2025.
M. Roll and D. Ifenthaler, “Learning factories 4.0 in technical vocational schools: can they foster com- petence development?” Empirical Research in Vocational Education and Training, vol. 13, no. 1, p. 20, 2021.
Q. Fu, A. A. Abdul Rahman, H. Jiang, J. Abbas, and U. Comite, “Sustainable supply chain and business performance: The impact of strategy, network design, information systems, and organizational structure,” Sustainability, vol. 14, no. 3, p. 1080, 2022.
W. Setyowati, R. Widayanti, and D. Supriyanti, “Implementation of e-business information system in indonesia: Prospects and challenges,” International Journal of Cyber and IT Service Management, vol. 1, no. 2, pp. 180–188, 2021.
A. Novak, D. Bennett, and T. Kliestik, “Product decision-making information systems, real-time sensor networks, and artificial intelligence-driven big data analytics in sustainable industry 4.0,” Economics, management and financial markets, vol. 16, no. 2, pp. 62–72, 2021.
M. Zdravkovi´c, H. Panetto, and G. Weichhart, “Ai-enabled enterprise information systems for manufac- turing,” Enterprise Information Systems, vol. 16, no. 4, pp. 668–720, 2022.
J. R. Mansa, S. A. Pratama, W. Wirdayanti, and D. S. Angreni, “Optimizing user interface of mbkm information system & academic services using design thinking method (case study: Tadulako university),” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 6, no. 1, pp. 34–50, 2024.
E. B. Moraes, L. M. Kipper, A. C. Hackenhaar Kellermann, L. Austria, P. Leivas, J. A. R. Moraes, and M. Witczak, “Integration of industry 4.0 technologies with education 4.0: advantages for improvements in learning,” Interactive Technology and Smart Education, vol. 20, no. 2, pp. 271–287, 2023.
M. Chen, Q. Liu, S. Huang, and C. Dang, “Environmental cost control system of manufacturing en- terprises using artificial intelligence based on value chain of circular economy,” Enterprise Information Systems, vol. 16, no. 8-9, p. 1856422, 2022.
A. Erica, L. Gantari, O. Qurotulain, A. Nuche, and O. Sy, “Optimizing decision-making: Data analytics applications in management information systems,” APTISI Transactions on Management, vol. 8, no. 2, pp. 115–122, 2024.
R. H. Jhaveri, A. Revathi, K. Ramana, R. Raut, and R. K. Dhanaraj, “A review on machine learning strate- gies for real-world engineering applications,” Mobile Information Systems, vol. 2022, no. 1, p. 1833507, 2022.
M. Afzal, M. T. Shafiq, and H. Al Jassmi, “Improving construction safety with virtual-design construction technologies-a review.” Journal of Information Technology in Construction, vol. 26, 2021.
A. Faturahman, S. Rahayu, S. Wijaya, Y. P. A. Sanjaya et al., “Information decentralization in the dig- ital era: Analysis of the influence of blockchain technology on e-journal applications using smartpls,” Blockchain Frontier Technology, vol. 4, no. 1, pp. 7–14, 2024.
K.-B. Ooi, G. W.-H. Tan, M. Al-Emran, M. A. Al-Sharafi, A. Capatina, A. Chakraborty, Y. K. Dwivedi, T.- L. Huang, A. K. Kar, V.-H. Lee et al., “The potential of generative artificial intelligence across disciplines: Perspectives and future directions,” Journal of Computer Information Systems, vol. 65, no. 1, pp. 76–107, 2025.
O. E. Oluyisola, S. Bhalla, F. Sgarbossa, and J. O. Strandhagen, “Designing and developing smart pro- duction planning and control systems in the industry 4.0 era: a methodology and case study,” Journal of Intelligent Manufacturing, vol. 33, no. 1, pp. 311–332, 2022.
M. I. Herdiansyah, A. H. Mirza, D. Abdullah, R. A. Sunarjo, U. Rahardja, and S. Audiah, “Cross-cultural adoption of gamified attendance systems in multinational work environments,” in 2025 4th International Conference on Creative Communication and Innovative Technology (ICCIT). IEEE, 2025, pp. 17.
M. Ghobakhloo, H. A. Mahdiraji, M. Iranmanesh, and V. Jafari-Sadeghi, “From industry 4.0 digital man- ufacturing to industry 5.0 digital society: A roadmap toward human-centric, sustainable, and resilient production,” Information Systems Frontiers, pp. 1–33, 2024.
H. Jin and J. Yang, “Using computer-aided design software in teaching environmental art design.” Computer-Aided Design & Applications, vol. 19, 2022.
A. Kuhnle, J.-P. Kaiser, F. Theiß, N. Stricker, and G. Lanza, “Designing an adaptive production control system using reinforcement learning,” Journal of Intelligent Manufacturing, vol. 32, no. 3, pp. 855–876, 2021. [22] R. G. Munthe, M. Abbas, R. Fernandez, and N. Ulita, “The impact of educational information systems on learning accessibility in higher education,” International Transactions on Education Technology (ITEE), vol. 3, no. 1, pp. 94–103, 2024.
E. G. Margherita and A. M. Braccini, “Industry 4.0 technologies in flexible manufacturing for sustainable organizational value: reflections from a multiple case study of italian manufacturers,” Information Systems Frontiers, vol. 25, no. 3, pp. 995–1016, 2023.
J. Miranda, C. Navarrete, J. Noguez, J.-M. Molina-Espinosa, M.-S. Ram´ırez-Montoya, S. A. Navarro- Tuch, M.-R. Bustamante-Bello, J.-B. Rosas-Fern´andez, and A. Molina, “The core components of edu- cation 4.0 in higher education: Three case studies in engineering education,” Computers & Electrical Engineering, vol. 93, p. 107278, 2021.
R. Pillai, B. Sivathanu, B. Metri, and N. Kaushik, “Students’ adoption of ai-based teacher-bots (t-bots) for learning in higher education,” Information Technology & People, vol. 37, no. 1, pp. 328–355, 2024.
N. P. L. Santoso, B. Rawat, S. R. Ratri, D. Danang, D. F. C. Kumoro, R. Supriati, and E. A. Natalia, “Transformation of indonesian language in social media using ai expert systems and machine learning,” International Transactions on Artificial Intelligence, vol. 3, no. 2, pp. 130–139, 2025.
A. Adel, “The convergence of intelligent tutoring, robotics, and iot in smart education for the transition from industry 4.0 to 5.0,” Smart Cities, vol. 7, no. 1, pp. 325–369, 2024.
A. Azevedo and A. H. Almeida, “Grasp the challenge of digital transition in smes—a training course geared towards decision-makers,” Education Sciences, vol. 11, no. 4, p. 151, 2021.
U. Rahardja, M. Budiarto, K. Lutfiyah, O. F. P. Wahyudi, I. K. H. Azz, N. Azizah, and D. Julianingsih, “Analysis of the effectiveness of visual language and narrative in conveying value propositions in pitching decks,” International Transactions on Artificial Intelligence, vol. 3, no. 2, pp. 161–170, 2025.
H. Nozari, M. Fallah, and A. Szmelter-Jarosz, “A conceptual framework of green smart iot-based supply chain management,” International journal of research in industrial engineering, vol. 10, no. 1, pp. 22–34, 2021.
S. Saide and M. L. Sheng, “Knowledge exploration–exploitation and information technology: crisis man- agement of teaching–learning scenario in the covid-19 outbreak,” Technology Analysis & Strategic Man- agement, vol. 33, no. 8, pp. 927–942, 2021.
A. C. M. Leung, R. Santhanam, R. C.-W. Kwok, and W. T. Yue, “Could gamification designs enhance online learning through personalization? lessons from a field experiment,” Information Systems Research, vol. 34, no. 1, pp. 27–49, 2023.
D. Gathmyr, U. Suhud, H. Herlitah, H. Hamidah, R. T. H. Safariningsih, and J. Wilson, “Technologi- cal advancements in perceived organizational support enhancing healthcare systems towards sustainable development goals,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 2, pp. 516–526, 2025.
A. Paszkiewicz, M. Salach, P. Dymora, M. Bolanowski, G. Budzik, and P. Kubiak, “Methodology of implementing virtual reality in education for industry 4.0,” Sustainability, vol. 13, no. 9, p. 5049, 2021.
B. Bhima, A. R. A. Zahra, T. Nurtino, and M. Z. Firli, “Enhancing organizational efficiency through the integration of artificial intelligence in management information systems,” APTISI Transactions on Management, vol. 7, no. 3, pp. 282–289, 2023.
E. Orozco et al., “Low-cost desktop learning factory to support the teaching of artificial intelligence,” International Journal of Engineering Pedagogy, 2024. [Online]. Available: https: //pmc.ncbi.nlm.nih.gov/articles/PMC11636853/
G. Maulani, G. Gunawan, L. Leli, E. A. Nabila, and W. Y. Sari, “Digital certificate authority with blockchain cybersecurity in education,” International Journal of Cyber and IT Service Management, vol. 1, no. 1, pp. 136–150, 2021.
T. Wang and J. Park, “Design and implementation of intelligent sports training system for college students’ mental health education,” Frontiers in psychology, vol. 12, p. 634978, 2021.
S. Gupta, S. Modgil, R. Meissonier, and Y. K. Dwivedi, “Artificial intelligence and information system resilience to cope with supply chain disruption,” IEEE Transactions on Engineering Management, vol. 71, pp. 10 496–10 506, 2021.
R. Nanda, S. A. Pratama, M. Y. Pusadan, and Y. Anshori, “Design thinking for kami peduli website to mobilize community disaster response,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 6, no. 1, pp. 51–64, 2024.
B. Alzahrani, H. Bahaitham, M. Andejany, and A. Elshennawy, “How ready is higher education for quality 4.0 transformation according to the lns research framework?” Sustainability, vol. 13, no. 9, p. 5169, 2021.
R. O. Okunlaya, N. Syed Abdullah, and R. A. Alias, “Artificial intelligence (ai) library services innovative conceptual framework for the digital transformation of university education,” Library Hi Tech, vol. 40, no. 6, pp. 1869–1892, 2022.
A. Rashid, R. Rasheed, and N. A. Amirah, “Information technology and people involvement in orga- nizational performance through supply chain collaboration,” Journal of Science and Technology Policy Management, vol. 15, no. 6, pp. 1560–1576, 2024.
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