• Abstract

    This study investigates the impact of a Digital Project-Based Blended Learning (DPBBL) framework, augmented with Artificial Intelligence (AI), on enhancing students' critical thinking and problem-solving abilities. A mixed-methods research design was employed, involving 72 students, who were randomly assigned to either an experimental group (n = 36) utilizing the AI-supported DPBBL framework or a control group (n = 36) engaged in traditional mixed learning methods. Pre-test and post-test assessments were conducted to measure the effectiveness of the intervention. The results indicated a statistically significant improvement in the experimental group, with a mean post-test score of 78.39 compared to the control group’s 73.89. The integration of AI in the DPBBL framework facilitated personalized feedback, adaptive learning pathways, and real-time analytics, which promoted deeper cognitive engagement and higher-order thinking. The findings suggest that the AI-enhanced DPBBL model effectively supports active learning, collaboration, and practical problem-solving skills. However, the study also identified areas for further improvement, such as fostering divergent thinking and reflective evaluation. This research contributes to the educational technology field by demonstrating the potential of AI-enhanced blended learning models to bridge the gap between theoretical knowledge and practical application, offering scalable solutions to contemporary educational challenges. Future research should explore the long-term effects and feasibility of large-scale implementation of this framework

  • References

    1. Atkinson, C. F. (2024). Cheap, Quick, and Rigorous: Artificial Intelligence and the Systematic Literature Review. Social Science Computer Review, 42(2), 376–393. https://doi.org/10.1177/08944393231196281
    2. Bersamin, A. E., Ulla, M. B., Saripa, A., & Suebsom, K. (2024). Exploring Social Presence through Group Collaboration in Blended Learning. Tesl-Ej, 28(1), 1–16. https://doi.org/10.55593/ej.28109int
    3. Bravo, C., Castells, V. B., Zietek-gutsch, S., Bodin, P., Molony, C., Frühwein, M., Pasteur, S., Berger, R., & Services, S. U. S. (2022). Using social media listening and data mining to understand travellers ’ perspectives on travel disease risks and vaccine-related attitudes and behaviours. 1–9.
    4. Donkoh, S., & Amoakwah, A. (2024). Use and Challenges of Learner-Centered Pedagogy: Basic School Teachers’ Perspective. European Journal of Education and Pedagogy, 5(1), 66–71. https://doi.org/10.24018/ejedu.2024.5.1.774
    5. Dzulkifly, S., Seng, W. Y., Yeh, L. H., Ibrahim, A. B., & Zhiqiang, S. (2025). Pantas . io : Game-Based Learning to Cultivate Programming Skills for Primary School Students. 1(1), 178–190.
    6. Elim, E. H. S. Y. (2024). Promoting cognitive skills in AI-supported learning environments: the integration of bloom’s taxonomy. Education 3-13, 1–11. https://doi.org/10.1080/03004279.2024.2332469
    7. Fleischmann, K. (2024). Generative Artificial Intelligence in Graphic Design Education : A Student Perspective L ’ intelligence artificielle générative dans l ’ enseignement du graphisme : Le point de vue d ’ un étudiant. 50(1), 1–17.
    8. Hafeez, M. (2021). A Critical Review on Blended Learning Versus Traditional Lecture Method. International Journal of Learning and Teaching, 13(2), 62–76. https://doi.org/10.18844/ijlt.v13i2.5668
    9. Hakim, M. F. Al, Sariyatun, S., & Sudiyanto, S. (2018). Constructing Student`s Critical Thinking Skill through Discovery Learning Model and Contextual Teaching and Learning Model as Solution of Problems in Learning History. International Journal of Multicultural and Multireligious Understanding, 5(4), 175. https://doi.org/10.18415/ijmmu.v5i4.240
    10. Jabali, O., Hamamra, B., & Ayyoub, A. (2024). Critical thinking, assessment, and educational policy in Palestinian universities. International Journal for Educational Integrity, 20(1). https://doi.org/10.1007/s40979-024-00160-9
    11. Janssen, N., & Lazonder, A. W. (2024). Meta-analysis of Interventions for Monitoring Accuracy in Problem Solving. Educational Psychology Review, 36(3). https://doi.org/10.1007/s10648-024-09936-4
    12. Jun, S., & Lee, H. (2024). Information-Motivation-Behavioral Skill model-based physical restraint education program for nursing care providers in long-term care hospitals: A quasi-experimental repeated measures non-equivalent control group design. Journal of Korean Gerontological Nursing, 26(3), 288–301. https://doi.org/10.17079/jkgn.2024.00402
    13. Kibet, C. K., Entfellner, J. B. D., Jjingo, D., de Villiers, E. P., de Villiers, S., Wambui, K., Kinyanjui, S., & Masiga, D. (2024). Designing and delivering bioinformatics project-based learning in East Africa. BMC Bioinformatics, 25(1), 1–16. https://doi.org/10.1186/s12859-024-05680-2
    14. Kumar, C., Rangappa, K. B., Suchitra, S., & Gowda, H. (2024). Digital distractions during blended learning and its negative repercussions: an empirical analysis. Asian Association of Open Universities Journal, 19(1), 1–18. https://doi.org/10.1108/AAOUJ-02-2023-0024
    15. Kurniawan, E. S., Mundilarto, & Istiyono, E. (2024). Improving student higher order thinking skills using Synectic-HOTS-oriented learning model. International Journal of Evaluation and Research in Education , 13(2), 1132–1140. https://doi.org/10.11591/ijere.v13i2.25002
    16. Mohd Abeden, N. A., & Siew, N. M. (2022). Assessing Students’ Critical Thinking and Physics Problem-Solving Skills in Secondary Schools. Malaysian Journal of Social Sciences and Humanities (MJSSH), 7(6), e001584. https://doi.org/10.47405/mjssh.v7i6.1584
    17. Munir, M., Al Husaeni, D. F., Rasim, R., Dewi, L., & Hoirunnisa, A. N. (2024). Bibliometric Mapping of Trends of Project-Based Learning with Augmented Reality on Communication Ability of Children with Special Needs (Autism). Data and Metadata, 3. https://doi.org/10.56294/dm2024261
    18. Mwanga, J. R., Hokororo, A., Ndosi, H., Masenge, T., Kalabamu, F. S., Tawfik, D., Mediratta, R. P., Rozenfeld, B., Berg, M., Smith, Z. H., Chami, N., Mkopi, N. P., Mwanga, C., Diocles, E., Agweyu, A., & Meaney, P. A. (2024). Evaluating the implementation of the Pediatric Acute Care Education ( PACE ) program in northwestern Tanzania : a mixed ‑ methods study guided by normalization process theory. BMC Health Services Research. https://doi.org/10.1186/s12913-024-11554-3
    19. Othengrafen, F., Sievers, L., & Reinecke, E. (2025). From Vision to Reality: The Use of Artificial Intelligence in Different Urban Planning Phases. Urban Planning, 10, 1–18. https://doi.org/10.17645/up.8576
    20. Purnomo, E., Jermaina, N., Marheni, E., Gumilar, A., Widarsa, A. H., Elpatsa, A., & Abidin, N. E. Z. (2024). Enhancing Problem-Solving Skills Through Physical Education Learning: A Comprehensive Analysis Mejora de las habilidades para resolver problemas mediante el aprendizaje de educación física: un análisis integral. Retos, 58, 435–444. https://doi.org/10.47197/retos.v58.106838
    21. Putera, R. P., Baiti, N. H., & Meilina, A. P. (2024). Problem Solving Method In Improving Students ’ Critical Thinking Abilities In Social Studies Learning. 3.
    22. Saeheng, P. (2017). A Study of e-Learning, Blended learning, and Traditional Teaching Methods to Motivate Autonomous Learning in English Reading Comprehension of Thais Learners. IJELTAL (Indonesian Journal of English Language Teaching and Applied Linguistics), 2(1), 1. https://doi.org/10.21093/ijeltal.v2i1.36
    23. Sarkoohi, Z., Nematollahi, M., Dehghan, M., Mehdipour-Rabori, R., Khoshnood, Z., Parandeh-Afshar, P., & Farokhzadian, J. (2024). Can internship programs affect nursing students’ critical thinking disposition, caring behaviors, and professional commitment? BMC Nursing, 23(1), 1–8. https://doi.org/10.1186/s12912-024-02089-3
    24. Soelistiono, S., & Wahidin. (2023). Educational Technology Innovation: AI-Integrated Learning System Design in AILS-Based Education. Influence: International Journal of Science Review, 5(2), 470–480. https://doi.org/10.54783/influencejournal.v5i2.175
    25. Solihat, A. N., Dahlan, D., Kusnendi, K., Susetyo, B., Sh, A., & Al, M. (2024). Artificial intelligence (ai)-based learning media: Definition, bibliometric, classification, and issues for enhancing creative thinking in education. ASEAN Journal of Science and Engineering, 4(3), 349–382.
    26. Solórzano Solórzano, S. S., Pizarro Romero, J. M., Díaz Cueva, J. G., Arias Montero, J. E., Zamora Campoverde, M. A., Lozzelli Valarezo, M. M., Montes Ninaquispe, J. C., Acosta Enriquez, B. G., & Arbulú Ballesteros, M. A. (2024). Acceptance of artificial intelligence and its effect on entrepreneurial intention in foreign trade students: a mirror analysis. Journal of Innovation and Entrepreneurship, 13(1). https://doi.org/10.1186/s13731-024-00412-5
    27. Suherman, A., Budiana, D., & Juliantine, T. (2024). Habilidades de pensamiento crítico para la educación física: la influencia de los modelos de aprendizaje y el género Critical thinking skills to physical education: the influence of learning models and gender. 2041(Dl), 1065–1070.
    28. Svane, R. P., Willemsen, M. M., Bleses, D., Krøjgaard, P., Verner, M., & Nielsen, H. S. (2023). A systematic literature review of math interventions across educational settings from early childhood education to high school. Frontiers in Education, 8(December). https://doi.org/10.3389/feduc.2023.1229849
    29. Tang, X., Ding, X., Ma, X., Zhang, S., & Diao, J. (2024). An Exploration of Project-Based Learning Supported by Artificial Intelligence (Issue Icbdie). Atlantis Press International BV. https://doi.org/10.2991/978-94-6463-417-4_20
    30. Uotila, U., Keskiniva, K., Junnonen, J. M., & Saari, A. (2024). Developing engineering students’ generic and professional skills through a consultative approach to project-based learning. European Journal of Engineering Education, 49(4), 667–682. https://doi.org/10.1080/03043797.2023.2286329
    31. Wilhelm, C., Steckelberg, A., & Rebitschek, F. G. (2024). Is artificial intelligence for medical professionals serving the patients ? Systematic Reviews. https://doi.org/10.1186/s13643-024-02646-6
    32. Yang, W., Zhang, X., Chen, X., Lu, J., & Tian, F. (2024). Based case based learning and flipped classroom as a means to improve international students’ active learning and critical thinking ability. BMC Medical Education, 24(1), 1–8. https://doi.org/10.1186/s12909-024-05758-8
    33. Zhang, J., Zhu, J., Tu, W., Wang, M., Yang, Y., Qian, F., & Xu, Y. (2024). The Effectiveness of a Digital Twin Learning System in Assisting Engineering Education Courses: A Case of Landscape Architecture. Applied Sciences (Switzerland), 14(15). https://doi.org/10.3390/app14156484
    34. Zhang, L. (2024). An Analysis of the Values of Project-Based Learning in English Language Teaching and the Cultivating Functions it Displays. Applied Mathematics and Nonlinear Sciences, 9(1), 1–12. https://doi.org/10.2478/amns-2024-0308
    35. Zhang, X., Pines, A., Stetz, P., Goldstein-Piekarski, A. N., Xiao, L., Lv, N., Tozzi, L., Lavori, P. W., Snowden, M. B., Venditti, E. M., Smyth, J. M., Suppes, T., Ajilore, O., Ma, J., & Williams, L. M. (2024). Adaptive cognitive control circuit changes associated with problem-solving ability and depression symptom outcomes over 24 months. Science Translational Medicine, 16(763). https://doi.org/10.1126/scitranslmed.adh3172

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Kurniawan, D., Masitoh, S., & Sjaiful Bachri , B. (2025). Integrating AI in Digital Project-Based Blended Learning to Enhance Critical Thinking and Problem-Solving Skills. Multidisciplinary Science Journal, (| Accepted Articles). Retrieved from https://malque.pub/ojs/index.php/msj/article/view/6884
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