Bridging Theory and Practice: Assessing Project and Problem-Based Learning (P2BL) in Undergraduate IoT Course
DOI:
https://doi.org/10.16920/jeet/2026/v39is2/26066Keywords:
Project-based learning, Statistical analysis, regression, correlation.Abstract
Engineering education increasingly emphasizes the need for pedagogies that move beyond rote learning to foster problem-solving, teamwork, and innovation. Project and Problem-Based Learning (P2BL) provides such a framework by integrating authentic tasks within the curriculum. This study reports on the design, implementation, and evaluation of P2BL in the IoT Sensors and Devices course for second-year Electronics and Communication Engineering students. A total of 123 students participated, with 60 enrolled in the P2BL section and 63 in a lecture-based control group. The P2BL design included quizzes, laboratory tasks, idea pitching, hackathon participation, and prototype expo evaluation. Comparative quantitative analyses showed that the P2BL group outperformed the control group in quizzes (t(118) = 3.50, p = .001) and laboratory performance (t(118) = 5.80, p < .001), though composite performance indices were comparable. One-sample t-tests against a benchmark of 70/100 indicated that P2BL students significantly exceeded expectations in Pitch (M = 74.2, p = .009), Hackathon (M = 77.0, p < .001), and Prototype Expo (M = 74.9, p < .001). Correlation analysis revealed that Pitch scores were the strongest predictor of Prototype quality (r = 0.80), followed by Lab (r = 0.40), while Quiz showed only a weak association (r = 0.30). Qualitative reflections reinforced these findings, with themes of teamwork, creativity, and applied problem-solving frequently reported. Overall, the study demonstrates that P2BL strengthens conceptual learning while fostering innovation and teamwork and can be embedded within existing curricula without altering syllabus structures.
Downloads
Downloads
Published
How to Cite
Issue
Section
References
Aisyah, S., & Novita, D. (2025). Teachers’ perception of the implementation of project-based learning in early childhood education in Indonesia. Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2025.2458663
Ashraf, M. H., Özpolat, K., Yalcin, M. G., & Shah, P. (2025). A project-based learning approach to supply chain mapping education. The International Journal of Management Education, 23(2), 101128. https://doi.org/10.1016/j.ijme.2024.10112 8
Boakye-Yiadom, F., Donkor, E. K., & Mensah, R. O. (2025). Exploring the role of projectbased learning in higher education to promote indigenous knowledge through sculpture students’ engagement with Ghanaian Adinkra symbols. Discover Global Society, 3(1), 4. https://doi.org/10.1007/s44282-02400135-8
Chang, Y., Choi, J., & Şen-Akbulut, M. (2024). Undergraduate Students’ Engagement in Project-Based Learning with an Authentic Context. Education Sciences, 14(2), 168. https://doi.org/10.3390/educsci14020168
Fernandes, M. A. (2017). Project-based learning applied to an embedded systems course. International Journal of Electrical Engineering & Education, 54(3), 223–235. https://doi.org/10.1177/0020720916675830
Gunawan, W., Atiqoh, A., Wiyarno, Y., Fatirul, A. N., Sugiarni, S., & Mastoah, I. (2025). Enhancing Students’ Problem-Solving Abilities: The Role of Project-Based Learning, Problem-Based Learning, and Learning Motivation. Jurnal Pendidikan Progresif, 15(1), 315–330. https://doi.org/10.23960/jpp.v15i1.pp315-330
Gutierrez-Berraondo, J., Iturbe-Zabalo, E., Arregi, N., & Guisasola, J. (2025). Influence on Students’ Learning in a Problem- and Project-Based Approach to Implement STEM Projects in Engineering Curriculum. Education Sciences, 15(5), 534. https://doi.org/10.3390/educsci15050534
Hidayah, R. (2025). The Creativity Skills of Students in PjBL and CPjBL Model: An Experimental Study. Pakistan Journal of Life and Social Sciences (PJLSS), 23(1). https://doi.org/10.57239/PJLSS-202523.1.00219
Khan, M., Ibrahim, M., Wu, N., & Patil, R. (2020). Interdisciplinary Project Based Learning Approach for Machine Learning and Internet of Things. 2020 IEEE Integrated STEM Education Conference (ISEC), 1–6. https://doi.org/10.1109/ISEC49744.2020.9280619
Kong, S.-C., Cheung, M.-Y. W., & Tsang, O. (2024). Developing an artificial intelligence literacy framework: Evaluation of a literacy course for senior secondary students using a project-based learning approach. Computers and Education: Artificial Intelligence, 6, 100214. https://doi.org/10.1016/j.caeai.2024.100214
Köpeczi-Bócz, T. (2024). The Impact of a Combination of Flipped Classroom and Project-Based Learning on the Learning Motivation of University Students. Education Sciences, 14(3), 240. https://doi.org/10.3390/educsci14030240
Lavado-Anguera, S., Velasco-Quintana, P.-J., & TerrónLópez, M.-J. (2024). Project-Based Learning (PBL) as an Experiential Pedagogical Methodology in Engineering Education: A Review of the Literature. Education Sciences, 14(6), 617. https://doi.org/10.3390/educsci14060617
Lin, K.-Y., Wu, Y.-T., Hsu, Y.-T., & Williams, P. J. (2021). Effects of infusing the engineering design process into STEM project-based learning to develop preservice technology teachers’ engineering design thinking. International Journal of STEM Education, 8(1), 1. https://doi.org/10.1186/s40594-020-00258-9
Markula, A., & Aksela, M. (2022). The key characteristics of project-based learning: how teachers implement projects in K-12 science education. Disciplinary and Interdisciplinary Science Education Research, 4(1), 2. https://doi.org/10.1186/s43031-021-00042-x
Maros, M., Korenkova, M., Fila, M., Levicky, M., & Schoberova, M. (2023). Project-based learning and its effectiveness: evidence from Slovakia. Interactive Learning Environments, 31(7), 4147–4155. https://doi.org/10.1080/10494820.2021.1954036
Mohammed, A., Zegeye, R., Dawed, H., & Tessema, Y. (2024). Implementation of Problem-Based Learning in Undergraduate Medical Education in Ethiopia: An Exploratory Qualitative Study. Advances in Medical Education and Practice, Volume 15, 105–119. https://doi.org/10.2147/AMEP.S443384
Naseer, F., Tariq, R., Alshahrani, H. M., Alruwais, N., & Al-Wesabi, F. N. (2025). Project based learning framework integrating industry collaboration to enhance student future readiness in higher education. Scientific Reports, 15(1), 24985. https://doi.org/10.1038/s41598-025-10385-4
Noguez, J., & Neri, L. (2019). Research-based learning: a case study for engineering students. International Journal on Interactive Design and Manufacturing (IJIDeM), 13(4), 1283–1295. https://doi.org/10.1007/s12008-019-00570-x
Perifanou, M., & Economides, A. A. (2025). Collaborative Uses of GenAI Tools in Project-Based Learning. Education Sciences, 15(3), 354. https://doi.org/10.3390/educsci15030354
Ricaurte, M., & Viloria, A. (2020). Project-based learning as a strategy for multi-level training applied to undergraduate engineering students. Education for Chemical Engineers, 33, 102–111. https://doi.org/10.1016/j.ece.2020.09.001
Access to login into the old portal (Manuscript Communicator) for Peer Review-

