Developing STEM-integrated augmented reality learning media for smart ship engine monitoring systems: Enhancing marine engineering competency in Indonesian maritime vocational education

Authors

  • Tri Kismantoro Sekolah Tinggi Ilmu Pelayaran Indonesia
  • Nazilul Hamidi Sekolah Tinggi Ilmu Pelayaran Indonesia
  • Rosna Yuherlina Siahaan Sekolah Tinggi Ilmu Pelayaran Indonesia

DOI:

https://doi.org/10.58524/jasme.v5i2973

Keywords:

Augmented reality learning, Marine engineering, Stem integrated, Smart ship engine, Maritime vocation

Abstract

Background: The transition toward Maritime Industry 4.0 requires maritime vocational institutions to integrate smart ship technologies into their curricula. This shift demands innovative pedagogical approaches that merge STEM principles with immersive tools such as Augmented Reality (AR) to strengthen competencies in intelligent engine monitoring systems in accordance with STCW standards.

Aim: This study investigates the extent to which STEM-integrated AR learning media supports the development of marine engineering competencies among Indonesian maritime vocational students, and how such contributes to evidence-based instructional frameworks for technology-enhanced maritime education.

Method: A qualitative interpretive phenomenological approach was implemented over sixteen weeks involving twenty-five marine engineering students, six instructors, and five industry experts. Data were collected through semi-structured interviews, systematic observations, and weekly reflection journals, and analyzed using Braun and Clarke’s thematic analysis.

Results: Five learning themes were identified: transformative visualization, authentic STEM integration, increased technological self-efficacy, collaborative knowledge construction, and contextual implementation challenges. Competency assessments showed notable gains, with MECAI scores reaching cognitive (84.2%), psychomotor (81.6%), affective (86.9%), and digital literacy (87.3%) domains. STEM Integration Effectiveness also demonstrated strong technology (85.4%) and engineering (81.7%) performance.

Conclusion: The findings validate AR-enhanced STEM learning as an effective approach for strengthening STCW-aligned competencies and offer context-sensitive guidance for maritime institutions, particularly those operating under resource limitations.

Author Biography

  • Tri Kismantoro, Sekolah Tinggi Ilmu Pelayaran Indonesia

    Sekolah Tinggi Ilmu Pelayaran Indonesia

References

Ajani, O. A., & Govender, S. (2025). Bridging Digital Gaps in Rural Teacher Education: Curriculum Innovations for Inclusive and Technology-Driven Pre-Service Training. Journal of Humanities. https://doi.org/10.38159/ehass.20256131

AlGerafi, M. A. M., Zhou, Y., Oubibi, M., & Wijaya, T. T. (2023). Unlocking the Potential: A Comprehensive Evaluation of Augmented Reality and Virtual Reality in Education. Electronics, 12(18), 3953. https://doi.org/10.3390/electronics12183953

Alhazzaa, K., & Yan, W. (2025). Bridging the gap between theory and practice: AR and VR for building thermal behavior in architectural education. Energy and Buildings, 343, 115940. https://doi.org/10.1016/j.enbuild.2025.115940

Anyinkeng, A. B., Girma, S. M., Maurice, T., JohnPaul, E., Hiwot, T., & Awad, A. K. (2025). The role of remote and virtual surgical training in expanding cardiothoracic surgical capacity in low-resource regions. BMC Surgery, 25(1), 393. https://doi.org/10.1186/s12893-025-03142-x

Aslam, S., Michaelides, M. P., & Herodotou, H. (2020). Internet of Ships: A Survey on Architectures, Emerging Applications, and Challenges. IEEE Internet of Things Journal, 7(10), 9714-9727. https://doi.org/10.1109/JIOT.2020.2993411

Barasa, L., Kurniadi, B., & Fahcruddin, I. (2025). Bridging skills gaps in maritime engineering: Aligning education with industry and sustainability demands. Research and Development in Education (RaDEn), 5(1), 378-387. https://doi.org/10.22219/raden.v5i1.39400

Barna, O. V., Kuzminska, O. H., & Semerikov, S. O. (2025). Enhancing digital competence through STEM-integrated universal design for learning: A pedagogical framework for computer science education in Ukrainian secondary schools. Discover Education, 4(1), 357. https://doi.org/10.1007/s44217-025-00821-y

Belabyad, M., Kontovas, C., Pyne, R., & Chang, C.-H. (n.d.). Skills and competencies for operating maritime autonomous surface ships (MASS): A systematic review and bibliometric analysis. Maritime Policy & Management, 0(0), 1-26. https://doi.org/10.1080/03088839.2025.2475177

Bondin, A., & Zammit, J. P. (2025). Education 4.0 for Industry 4.0: A Mixed Reality Framework for Workforce Readiness in Manufacturing. Multimodal Technologies and Interaction, 9(5), 43. https://doi.org/10.3390/mti9050043

Durlik, I., Miller, T., Kostecka, E., Kozlovska, P., & Ślączka, W. (2025). Enhancing Safety in Autonomous Maritime Transportation Systems with Real-Time AI Agents. Applied Sciences, 15(9), 4986. https://doi.org/10.3390/app15094986

Elendu, C., Amaechi, D. C., Okatta, A. U., Amaechi, E. C., Elendu, T. C., Ezeh, C. P., & Elendu, I. D. (2024). The impact of simulation-based training in medical education: A review. Medicine, 103(27), e38813. https://doi.org/10.1097/MD.0000000000038813

Eltaiba, N., Hosseini, S., & Hosseini, K. (2025). Benefits and impact of technology-enhanced learning applications in higher education in Middle East and North Africa: A systematic review. Global Transitions, 7, 350. https://doi.org/10.1016/j.glt.2025.06.004

English, L. D. (2023). Ways of thinking in STEM-based problem solving. ZDM - Mathematics Education, 55(7), 1219-1230. https://doi.org/10.1007/s11858-023-01474-7

Fantinelli, S., Cortini, M., Di Fiore, T., Iervese, S., & Galanti, T. (2024). Bridging the Gap between Theoretical Learning and Practical Application: A Qualitative Study in the Italian Educational Context. Education Sciences, 14(2), 198. https://doi.org/10.3390/educsci14020198

Fatemah, A., Rasool, S., & Habib, U. (2020). Interactive 3D Visualization of Chemical Structure Diagrams Embedded in Text to Aid Spatial Learning Process of Students. Journal of Chemical Education, 97(4), 992-1000. https://doi.org/10.1021/acs.jchemed.9b00690

Fombona-Pascual, A., Fombona, J., & Vicente, R. (2022). Augmented Reality, a Review of a Way to Represent and Manipulate 3D Chemical Structures. Journal of Chemical Information and Modeling, 62(8), 1863-1872. https://doi.org/10.1021/acs.jcim.1c01255

Glaviano, F., Esposito, R., Cosmo, A. D., Esposito, F., Gerevini, L., Ria, A., Molinara, M., Bruschi, P., Costantini, M., & Zupo, V. (2022). Management and Sustainable Exploitation of Marine Environments through Smart Monitoring and Automation. Journal of Marine Science and Engineering, 10(2), 297. https://doi.org/10.3390/jmse10020297

Hu, C.-H., Barrett, N. E., & Liu, G.-Z. (2021). The development and construction of an AR-guided learning model with focused learning theories. Journal of Computer Assisted Learning, 37(5), 1423-1440. https://doi.org/10.1111/jcal.12583

Inal, O. B., & Kocak, G. (n.d.). A proposal on the mechatronics education for marine engineering programs. Australian Journal of Maritime & Ocean Affairs, 0(0), 1-15. https://doi.org/10.1080/18366503.2024.2363614

Kaddoura, S., & Husseiny, F. A. (2023). The rising trend of Metaverse in education: Challenges, opportunities, and ethical considerations. PeerJ Computer Science, 9, e1252. https://doi.org/10.7717/peerj-cs.1252

Kaur, D. P., & Mantri, A. (2024). Augmented reality based interactive table-top environment for real-time visualization of control theory concepts: An empirical study. Education and Information Technologies, 29(5), 5309-5330. https://doi.org/10.1007/s10639-023-12050-7

Kimera, D., & Nangolo, F. N. (2019). Maintenance practices and parameters for marine mechanical systems: A review. Journal of Quality in Maintenance Engineering, 26(3), 459-488. https://doi.org/10.1108/JQME-03-2019-0026

Ko, Y., & Shin, W. S. (2023). Exploring teachers' intention to integrate technology: A comparison between online- and AR/VR-based instruction. Technology, Pedagogy and Education, 32(4), 537-554. https://doi.org/10.1080/1475939X.2023.2237037

Korkut, E. H., & Surer, E. (2023). Visualization in virtual reality: A systematic review. Virtual Reality, 27(2), 1447-1480. https://doi.org/10.1007/s10055-023-00753-8

Li, X., & Yuen, K. F. (2024). A human-centred review on maritime autonomous surfaces ships: Impacts, responses, and future directions. Transport Reviews, 44(4), 791-810. https://doi.org/10.1080/01441647.2024.2325453

Li, Y., Liu, J., Tang, X., Pan, J., Liu, W., Huang, Y., & Li, Z. (2025). Fault diagnosis methods for electromechanical special equipment: Review and prospects. Measurement Science and Technology, 36(7), 076115. https://doi.org/10.1088/1361-6501/adeacf

Mallam, S. C., Nazir, S., & Renganayagalu, S. K. (2019). Rethinking Maritime Education, Training, and Operations in the Digital Era: Applications for Emerging Immersive Technologies. Journal of Marine Science and Engineering, 7(12), 428. https://doi.org/10.3390/jmse7120428

Mallam, S. C., Nazir, S., & Sharma, A. (2020). The human element in future Maritime Operations - perceived impact of autonomous shipping. Ergonomics, 63(3), 334-345. https://doi.org/10.1080/00140139.2019.1659995

Mian, S. H., Salah, B., Ameen, W., Moiduddin, K., & Alkhalefah, H. (2020). Adapting Universities for Sustainability Education in Industry 4.0: Channel of Challenges and Opportunities. Sustainability, 12(15), 6100. https://doi.org/10.3390/su12156100

Miyusov, M. V., Nikolaieva, L. L., & Smolets, V. V. (2022). The Future Perspectives of Immersive Learning in Maritime Education and Training. Transactions on Maritime Science, 11(02), 14-14. https://doi.org/10.7225/toms.v11.n02.014

Moser, S., & Lewalter, D. (2024). The impact of instructional support via generative learning strategies on the perception of visual authenticity, learning outcomes, and satisfaction in AR-based learning. European Journal of Psychology of Education, 39(4), 3437-3462. https://doi.org/10.1007/s10212-024-00813-w

Mystakidis, S., Fragkaki, M., & Filippousis, G. (2021). Ready Teacher One: Virtual and Augmented Reality Online Professional Development for K-12 School Teachers. Computers, 10(10), 134. https://doi.org/10.3390/computers10100134

Nordlöf, C., Hallström, J., & Höst, G. E. (2019). Self-efficacy or context dependency?: Exploring teachers' perceptions of and attitudes towards technology education. International Journal of Technology and Design Education, 29(1), 123-141. https://doi.org/10.1007/s10798

Ortiz-Revilla, J., Greca, I. M., & Arriassecq, I. (2022). A Theoretical Framework for Integrated STEM Education. Science & Education, 31(2), 383-404. https://doi.org/10.1007/s11191-021-

Owusu-Cole, C., Entsie, N. Y., Bosu, L., Akore Sarpong, E., & Kwadwo Mensah, E. (2025). Exploring educational technology dynamics: A dive into student engagement and educator empowerment. Cogent Education, 12(1), 2477366. https://doi.org/10.1080/2331186X.2025.2477366

Pacheco-Velazquez, E., Rodes-Paragarino, V., & Marquez-Uribe, A. (2024). Exploring educational simulation platform features for addressing complexity in Industry 4.0: A qualitative analysis of insights from logistics experts. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1331911

Pàmies-Vilà, R., Puig-Ortiz, J., & Jordi Nebot, L. (2025). Enhancing mechanical engineering education through augmented reality: A case study on mechanism and machine theory. International Journal of Mechanical Engineering Education, 03064190251317358. https://doi.org/10.1177/03064190251317358

Pasigna, B. (2025). Revitalizing Philippine Maritime Education: A Comprehensive Framework for Reform. Aloysian Interdisciplinary Journal of Social Sciences, Education, and Allied Fields, 1(2), 47-55.

Perifanou, M., Economides, A. A., & Nikou, S. A. (2023). Teachers' Views on Integrating Augmented Reality in Education: Needs, Opportunities, Challenges and Recommendations. Future Internet, 15(1), 20. https://doi.org/10.3390/fi15010020

Philippe, S., Souchet, A. D., Lameras, P., Petridis, P., Caporal, J., Coldeboeuf, G., & Duzan, H. (2020). Multimodal teaching, learning and training in virtual reality: A review and case study. Virtual Reality & Intelligent Hardware, 2(5), 421-442. https://doi.org/10.1016/j.vrih.2020.07.008

Praetorius, G., Hult, C., & Snöberg, J. (2020). Maritime Resource Management in the Marine Engineering and Nautical Science Education - Attitudes and Implication for Training and Evaluation. In N. Stanton (Ed.), Advances in Human Aspects of Transportation (pp. 461-467). Springer International Publishing. https://doi.org/10.1007/978-3-030-50943-9_58

Reynante, B. M., Selbach-Allen, M. E., & Pimentel, D. R. (2020). Exploring the Promises and Perils of Integrated STEM Through Disciplinary Practices and Epistemologies. Science & Education, 29(4), 785-803. https://doi.org/10.1007/s11191-020-00121-x

Riyanto, R., Tampubolon, B. M., & Herawati, S. (2025). Transforming maritime education through a competency-based framework for marine engineering technicians. Research and Development in Education (RaDEn), 5(1), 593-604. https://doi.org/10.22219/raden.v5i1.39399

Roehrig, G. H., Dare, E. A., Ellis, J. A., & Ring-Whalen, E. (2021). Beyond the basics: A detailed conceptual framework of integrated STEM. Disciplinary and Interdisciplinary Science Education Research, 3(1), 11. https://doi.org/10.1186/s43031-021-00041-y

Rozhok, A., Revetria, R., Khursheed, A., & Miroglio, T. (2024). Maritime Engineering Education. A Cruise Schoolactivity On Board Case. https://doi.org/10.21622/MARLOG.2024.13.1.119

Sellberg, C., & Sharma, A. (2025). Toward multimodal learning analytics in simulation-based collaborative learning: A design ethnography of maritime training. International Journal of Computer-Supported Collaborative Learning, 20(2), 201-221. https://doi.org/10.1007/s11412-024-09435-2

Simanjuntak, M. B., Rafli, Z., & Utami, S. R. (2024). Enhancing Global Maritime Education: A Qualitative Exploration of Post-Internship Perspectives and Preparedness among Cadets. Journal of Education and Learning (EduLearn), 18(4), 1134-1146. https://doi.org/10.11591/edulearn.v18i4.21719

Simanjuntak, P. D., & Guntoro, R. H. (2025). Integrating Sustainability into Maritime Vocational Education: Focus on Marine Engineering for Naval Electrical Cadets. DIAJAR: Jurnal Pendidikan Dan Pembelajaran, 4(2), 283-290. https://doi.org/10.54259/diajar.v4i2.4247

Snekubun, E., & Supriyadi, A. A. (2025). Hexa-Helix collaboration model for strengthening the maritime defense industry in eastern Indonesia: A strategic policy analysis. Journal of Marine Problems and Threats, 2(1), 47-62. https://doi.org/10.61511/jmarpt.v2i1.2025.2085

Stephanidis, C., Salvendy, G., Antona, M., Duffy, V. G., Gao, Q., Karwowski, W., Konomi, S., Nah, F., Ntoa, S., Rau, P.-L. P., Siau, K., & Zhou, J. (2025). Seven HCI Grand Challenges Revisited: Five-Year Progress. International Journal of Human-Computer Interaction, 41(19), 11947-11995. https://doi.org/10.1080/10447318.2025.2450411

Tsai, Y.-S., Perrotta, C., & Gašević, D. (2020). Empowering learners with personalised learning approaches? Agency, equity and transparency in the context of learning analytics. Assessment & Evaluation in Higher Education, 45(4), 554-567. https://doi.org/10.1080/02602938.2019.1676396

Tusher, H. M., Sharma, A., Nazir, S., & Munim, Z. H. (2021). Exploring the Current Practices and Future Needs of Marine Engineering Education in Bangladesh. Journal of Marine Science and Engineering, 9(10), 1085. https://doi.org/10.3390/jmse9101085

Wagg, D. J., Worden, K., Barthorpe, R. J., & Gardner, P. (2020). Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications. ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg, 6(030901). https://doi.org/10.1115/1.4046739

Wang, J., Xiao, Y., Li, T., & Chen, C. L. P. (2020). A Survey of Technologies for Unmanned Merchant Ships. IEEE Access, 8, 224461-224486. https://doi.org/10.1109/ACCESS.2020.3044040

Ward, T., Jenab, K., Ortega-Moody, J., Barari, G., & Molina Acosta, L. D. C. (2025). Virtual Classrooms, Real Impact: A Framework for Introducing Virtual Reality to K-12 STEM Learning Based on Best Practices. Applied Sciences, 15(21), 11356. https://doi.org/10.3390/app152111356

Yuen, K. F., Tan, L., & Loh, H. S. (2022). Core Competencies for Maritime Business Educators in the Digital Era. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.915980

Yusra, K., Lestari, Y. B., & Chen, W.-L. (2025). Comparative education in Indonesia: An exploration into service providers, contents and methods of delivery. International Journal of Comparative Education and Development, 27(1), 69-85. https://doi.org/10.1108/IJCED-10-2023-0094

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Published

2025-12-12