INTERNATIONAL EXPERIENCES IN ADAPTIVE LEARNING MANAGEMENT (FINLAND: HOLISTIC ADAPTIVE EDUCATION MODEL)
Keywords:
adaptive learning, educational management, personalized education, international education, student-centered learningAbstract
This study examines international experiences in adaptive management of student learning activities across various educational systems worldwide. The research analyzes innovative approaches implemented in developed countries to personalize learning, optimize educational outcomes, and enhance student engagement through adaptive methodologies. By examining case studies from Finland, Singapore, Canada, and other leading educational systems, this article identifies best practices, implementation challenges, and measurable outcomes of adaptive learning management systems. The findings reveal significant improvements in student performance, engagement levels, and learning satisfaction when adaptive management strategies are effectively implemented.
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References
Bray, B., & McClaskey, K. (2015). Make learning personal: The what, who, WOW, where, and why. Educational Leadership, 72(7), 16-21.
Chen, C. M. (2008). Intelligent web-based learning system with personalized learning path guidance. Computers & Education, 51(2), 787-814.
Corbett, A. T., & Anderson, J. R. (1994). Knowledge tracing: Modeling the acquisition of procedural knowledge. User Modeling and User-Adapted Interaction, 4(4), 253-278.
D'Mello, S., Lehman, B., Pekrun, R., & Graesser, A. (2014). Confusion can be beneficial for learning. Learning and Instruction, 29, 153-170.
Dunn, K. E., & Mulvenon, S. W. (2009). A critical review of research on formative assessments: The limited scientific evidence of the impact of formative assessments in education. Practical Assessment, Research, and Evaluation, 14(7), 1-11.
Granic, A., & Cukusic, M. (2011). Usability testing and expert inspections complemented by educational evaluation: A case study of an e-learning platform. Educational Technology & Society, 14(2), 107-123.
Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review, 16(3), 235-266.
Kizilcec, R. F., Pérez-Sanagustín, M., & Maldonado, J. J. (2017). Self-regulated learning strategies predict learner behavior and goal attainment in massive open online courses. Computers & Education, 104, 18-33.
