The Effectiveness of Adaptive Learning Systems in Personalized Education
DOI:
https://doi.org/10.55885/jerp.v2i3.194Keywords:
Individualized Learning, Academic Performance, Education StrategyAbstract
The purpose of this in depth literature analysis is to investigate the effect that individualized learning has on the academic performance of students. Individualized learning is a strategy to education that places the student at the center of the learning process and attempts to customize instruction to suit the specific requirements, abilities, and interests of each individual student. The review compiles and analyzes the findings of 25 separate studies that were conducted and published between the years of 2010 and 2022. These studies investigate the efficacy of individualized learning in a variety of educational settings, age groups, and subject areas. This analysis sheds light on the prospective advantages of individualized learning, as well as the difficulties and restrictions associated with putting this strategy into practice.
References
Aas, M., & Paulsen, J. M. (2019). National strategy for supporting school principal’s instructional leadership: A Scandinavian approach. Journal of Educational Administration, 57(5), 540-553. https://doi.org/10.1108/JEA-09-2018-0168
Alamri, H., Lowell, V., Watson, W., & Watson, S. L. (2020). Using personalized learning as an instructional approach to motivate learners in online higher education: Learner self-determination and intrinsic motivation. Journal of Research on Technology in Education, 52(3), 322-352. https://doi.org/10.1080/15391523.2020.1728449
Alyahyan, E., & Düştegör, D. (2020). Predicting academic success in higher education: literature review and best practices. International Journal of Educational Technology in Higher Education, 17(1), 3. https://doi.org/10.1186/s41239-020-0177-7
Bai, H. (2019). Pedagogical practices of mobile learning in K-12 and higher education settings. TechTrends, 63(5), 611-620. https://doi.org/10.1007/s11528-019-00419-w
Bernard, R. M., Borokhovski, E., Schmid, R. F., Waddington, D. I., & Pickup, D. I. (2019). Twenty‐first century adaptive teaching and individualized learning operationalized as specific blends of student‐centered instructional events: A systematic review and meta‐analysis. Campbell Systematic Reviews, 15(1-2). https://doi.org/10.1002%2Fcl2.1017
Bingham, A. J., Pane, J. F., Steiner, E. D., & Hamilton, L. S. (2018). Ahead of the curve: Implementation challenges in personalized learning school models. Educational Policy, 32(3), 454-489. https://doi.org/10.1177/0895904816637688
Bond, M. (2020). Facilitating student engagement through the flipped learning approach in K-12: A systematic review. Computers & Education, 151, 103819. https://doi.org/10.1016/j.compedu.2020.103819
Dishon, G. (2017). New data, old tensions: Big data, personalized learning, and the challenges of progressive education. Theory and Research in Education, 15(3), 272-289. https://doi.org/10.1177/1477878517735233
Dunn, T. J., & Kennedy, M. (2019). Technology Enhanced Learning in higher education; motivations, engagement and academic achievement. Computers & Education, 137, 104-113. https://doi.org/10.1016/j.compedu.2019.04.004
Elfeky, A. I. M. (2019). The effect of personal learning environments on participants’ higher order thinking skills and satisfaction. Innovations in Education and Teaching International. https://doi.org/10.1080/14703297.2018.1534601
El-Sabagh, H. A. (2021). Adaptive e-learning environment based on learning styles and its impact on development students' engagement. International Journal of Educational Technology in Higher Education, 18(1), 53. https://doi.org/10.1186/s41239-021-00289-4
Felszeghy, S., Pasonen-Seppänen, S., Koskela, A., Nieminen, P., Härkönen, K., Paldanius, K. M., ... & Mahonen, A. (2019). Using online game-based platforms to improve student performance and engagement in histology teaching. BMC medical education, 19, 1-11. https://doi.org/10.1186/s12909-019-1701-0
Fredricks, J. A., Reschly, A. L., & Christenson, S. L. (2019). Interventions for student engagement: Overview and state of the field. Handbook of student engagement interventions, 1-11. https://doi.org/10.1016/B978-0-12-813413-9.00001-2
Harati, H., Sujo-Montes, L., Tu, C. H., Armfield, S. J., & Yen, C. J. (2021). Assessment and learning in knowledge spaces (ALEKS) adaptive system impact on students’ perception and self-regulated learning skills. Education Sciences, 11(10), 603. https://doi.org/10.3390/educsci11100603
Higgins, K., Huscroft-D’Angelo, J., & Crawford, L. (2019). Effects of technology in mathematics on achievement, motivation, and attitude: A meta-analysis. Journal of Educational Computing Research, 57(2), 283-319. https://doi.org/10.1177/0735633117748416
Kariippanon, K. E., Cliff, D. P., Lancaster, S. L., Okely, A. D., & Parrish, A. M. (2018). Perceived interplay between flexible learning spaces and teaching, learning and student wellbeing. Learning Environments Research, 21, 301-320. https://doi.org/10.1007/s10984-017-9254-9
Låg, T., & Sæle, R. G. (2019). Does the flipped classroom improve student learning and satisfaction? A systematic review and meta-analysis. AERA open, 5(3), 2332858419870489. https://doi.org/10.1177/2332858419870489
Lee, D., Huh, Y., Lin, C. Y., Reigeluth, C. M., & Lee, E. (2021). Differences in personalized learning practice and technology use in high-and low-performing learner-centered schools in the United States. Educational Technology Research and Development, 69, 1221-1245. https://doi.org/10.1007/s11423-021-09937-y
Martin, F., Chen, Y., Moore, R. L., & Westine, C. D. (2020). Systematic review of adaptive learning research designs, context, strategies, and technologies from 2009 to 2018. Educational Technology Research and Development, 68(4), 1903-1929. https://doi.org/10.1007/s11423-020-09793-2
Müller, C., & Mildenberger, T. (2021). Facilitating flexible learning by replacing classroom time with an online learning environment: A systematic review of blended learning in higher education. Educational Research Review, 34, 100394. https://doi.org/10.1016/j.edurev.2021.100394
Strelan, P., Osborn, A., & Palmer, E. (2020). The flipped classroom: A meta-analysis of effects on student performance across disciplines and education levels. Educational Research Review, 30, 100314. https://doi.org/10.1016/j.edurev.2020.100314
Tetzlaff, L., Hartmann, U., Dumont, H., & Brod, G. (2022). Assessing individualized instruction in the classroom: Comparing teacher, student, and observer perspectives. Learning and Instruction, 82, 101655. https://doi.org/10.1016/j.learninstruc.2022.101655
Waddell, S. (2017). Societal learning and change: How governments, business and civil society are creating solutions to complex multi-stakeholder problems. Routledge. https://doi.org/10.4324/9781351280761
Walkington, C., & Bernacki, M. L. (2020). Appraising research on personalized learning: Definitions, theoretical alignment, advancements, and future directions. Journal of research on technology in education, 52(3), 235-252. https://doi.org/10.1080/15391523.2020.1747757
Xie, H., Chu, H. C., Hwang, G. J., & Wang, C. C. (2019). Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017. Computers & Education, 140, 103599. https://doi.org/10.1016/j.compedu.2019.103599
Zhang, J. H., Zou, L. C., Miao, J. J., Zhang, Y. X., Hwang, G. J., & Zhu, Y. (2020). An individualized intervention approach to improving university students’ learning performance and interactive behaviors in a blended learning environment. Interactive Learning Environments, 28(2), 231-245. https://doi.org/10.1080/10494820.2019.1636078
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