Adaptive Technology-Based Learning to Improve Literacy and Numeracy Skills of Elementary School Students
Keywords:
Adaptive Learning, Educational Technology, Elementary School, Literacy, NumeracyAbstract
Advancements in digital technology have opened significant opportunities in education, especially in learning at the elementary school level. This study aims to analyze the effectiveness of adaptive technology-based learning in improving students' literacy and numeracy skills. The method used is qualitative research with a case study approach conducted in several elementary schools that have implemented adaptive technology. Data were collected through observation, interviews, and documentation, then analyzed descriptively and qualitatively. The results show that adaptive technology-based learning can adjust the materials and learning pace individually, thereby increasing students’ interest, participation, and understanding of literacy and numeracy concepts. The educational applications used provide instant feedback and automatic difficulty level adjustments. In conclusion, adaptive technology has great potential to support personalized, effective, and inclusive learning processes in elementary schools. This study recommends the strategic integration of technology into the curriculum and teacher training to enable effective data-driven learning management.
References
Anghileri, J. (2006). A study of the impact of reform on students’ written calculation methods after five years’ implementation of the National Numeracy Strategy in England. Oxford Review of Education, 32(3), 363–380. https://doi.org/10.1080/03054980600776506
Barwell, R. (2005). Empowerment, EAL and the National Numeracy Strategy. International Journal of Bilingual Education and Bilingualism, 8(4), 313–327. https://doi.org/10.1080/13670050508668613
Brown, M., Askew, M., Baker, D., Denvir, H., & Millett, A. (1998). Is the National Numeracy Strategy Research-based? British Journal of Educational Studies, 46(4), 362–385. https://doi.org/10.1111/1467-8527.00090
Brown, M., Askew, M., Millett, A., & Rhodes, V. (2003). The key role of educational research in the development and evaluation of the national numeracy strategy. British Educational Research Journal, 29(5), 655–667. https://doi.org/10.1080/0141192032000133677
Cavanagh, T., Chen, B., Lahcen, R. A. M., & Paradiso, J. (2020). Constructing a Design Framework and Pedagogical Approach for Adaptive Learning in Higher Education: A Practitioner’s Perspective. The International Review of Research in Open and Distributed Learning, 21(1), 172–196. https://doi.org/10.19173/irrodl.v21i1.4557
Domingo, M. G., & Garganté, A. B. (2016). Exploring the use of educational technology in primary education: Teachers’ perception of mobile technology learning impacts and applications’ use in the classroom. Computers in Human Behavior, 56, 21–28. https://doi.org/10.1016/j.chb.2015.11.023
Ferdig, R. E. (2006). Assessing technologies for teaching and learning: Understanding the importance of technological pedagogical content knowledge. British Journal of Educational Technology, 37(5), 749–760. https://doi.org/10.1111/j.1467-8535.2006.00559.x
Financial Literacy Education. (2012). Dalam C. Arthur, Financial Literacy Education (hlm. 1–12). SensePublishers. https://doi.org/10.1007/978-94-6091-918-3_1
Hobbs, R., & Jensen, A. (2009). The Past, Present, and Future of Media Literacy Education. Journal of Media Literacy Education. https://doi.org/10.23860/jmle-1-1-1
Jing, Y., Zhao, L., Zhu, K., Wang, H., Wang, C., & Xia, Q. (2023). Research Landscape of Adaptive Learning in Education: A Bibliometric Study on Research Publications from 2000 to 2022. Sustainability, 15(4), 3115. https://doi.org/10.3390/su15043115
Kerr, P. (2016). Adaptive learning: ELT Journal, 70(1), 88–93. https://doi.org/10.1093/elt/ccv055
Kerr, S. T. (1991). Lever and Fulcrum: Educational Technology in Teachers’ Thought and Practice. Teachers College Record: The Voice of Scholarship in Education, 93(1), 114–136. https://doi.org/10.1177/016146819109300104
Khosravi, H., Sadiq, S., & Gasevic, D. (2020). Development and Adoption of an Adaptive Learning System: Reflections and Lessons Learned. Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 58–64. https://doi.org/10.1145/3328778.3366900
Kirkwood, A., & Price, L. (2013). Examining some assumptions and limitations of research on the effects of emerging technologies for teaching and learning in higher education. British Journal of Educational Technology, 44(4), 536–543. https://doi.org/10.1111/bjet.12049
Lee, S.-H. (2014). Digital Literacy Education for the Development of Digital Literacy. International Journal of Digital Literacy and Digital Competence, 5(3), 29–43. https://doi.org/10.4018/ijdldc.2014070103
Leithwood *, K., Jantzi, D., Earl, L., Watson, N., Levin, B., & Fullan, M. (2004). Strategic leadership for large‐scale reform: The case of England’s national literacy and numeracy strategy. School Leadership & Management, 24(1), 57–79. https://doi.org/10.1080/1363243042000172822
Li, L. (2014). Understanding language teachers’ practice with educational technology: A case from China. System, 46, 105–119. https://doi.org/10.1016/j.system.2014.07.016
Liu, M., McKelroy, E., Corliss, S. B., & Carrigan, J. (2017). Investigating the effect of an adaptive learning intervention on students’ learning. Educational Technology Research and Development, 65(6), 1605–1625. https://doi.org/10.1007/s11423-017-9542-1
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
Mirata, V., Hirt, F., Bergamin, P., & Van Der Westhuizen, C. (2020). Challenges and contexts in establishing adaptive learning in higher education: Findings from a Delphi study. International Journal of Educational Technology in Higher Education, 17(1). https://doi.org/10.1186/s41239-020-00209-y
Morze, N., Varchenko-Trotsenko, L., Terletska, T., & Smyrnova-Trybulska, E. (2021). Implementation of adaptive learning at higher education institutions by means of Moodle LMS. Journal of Physics: Conference Series, 1840(1), 012062. https://doi.org/10.1088/1742-6596/1840/1/012062
Pahl, K., H., & Rowsell, J. (2011). Artifactual Critical Literacy: A New Perspective for Literacy Education. Berkeley Review of Education, 2. https://doi.org/10.5070/b82110050
Papen, U. (2005). Literacy and development: What works for whom? or, how relevant is the social practices view of literacy for literacy education in developing countries? International Journal of Educational Development, 25(1), 5–17. https://doi.org/10.1016/j.ijedudev.2004.05.001
Peredo, R., Canales, A., Menchaca, A., & Peredo, I. (2011). Intelligent Web-based education system for adaptive learning. Expert Systems with Applications, 38(12), 14690–14702. https://doi.org/10.1016/j.eswa.2011.05.013
Ramjan, L. M., Stewart, L., Salamonson, Y., Morris, M. M., Armstrong, L., Sanchez, P., & Flannery, L. (2014). Identifying strategies to assist final semester nursing students to develop numeracy skills: A mixed methods study. Nurse Education Today, 34(3), 405–412. https://doi.org/10.1016/j.nedt.2013.03.017
Rasi, P., Vuojärvi, H., & Ruokamo, H. (2019). Media Literacy for All Ages. Journal of Media Literacy Education, 11(2), 1–19. https://doi.org/10.23860/jmle-2019-11-2-1
Rogers, R., & Schaenen, I. (2014). Critical Discourse Analysis in Literacy Education: A Review of the Literature. Reading Research Quarterly, 49(1), 121–143. https://doi.org/10.1002/rrq.61
Smith, F., Hardman, F., & Higgins, S. (2006). The impact of interactive whiteboards on teacher—Pupil interaction in the National Literacy and Numeracy Strategies. British Educational Research Journal, 32(3), 443–457. https://doi.org/10.1080/01411920600635452
Soler Costa, R., Tan, Q., Pivot, F., Zhang, X., & Wang, H. (2021). Personalized and adaptive learning: Educational practice and technological impact. Texto Livre: Linguagem e Tecnologia, 14(3), e33445. https://doi.org/10.35699/1983-3652.2021.33445
Spolsky, B., & Hult, F. M. (Ed.). (2008). The Handbook of Educational Linguistics (1 ed.). Wiley. https://doi.org/10.1002/9780470694138
Steel, J., & Hudson, A. (2001). Educational Technology in Learning and Teaching: The Perceptions and Experiences of Teaching Staff. Innovations in Education and Teaching International, 38(2), 103–111. https://doi.org/10.1080/13558000010030158
Street, B. (1997). The Implications of the ‘New Literacy Studies’ for Literacy Education. English in Education, 31(3), 45–59. https://doi.org/10.1111/j.1754-8845.1997.tb00133.x
Strielkowski, W., Grebennikova, V., Lisovskiy, A., Rakhimova, G., & Vasileva, T. (2025). AI‐driven adaptive learning for sustainable educational transformation. Sustainable Development, 33(2), 1921–1947. https://doi.org/10.1002/sd.3221
Tuma, F. (2021). The use of educational technology for interactive teaching in lectures. Annals of Medicine and Surgery, 62, 231–235. https://doi.org/10.1016/j.amsu.2021.01.051
Wang, S., Christensen, C., Cui, W., Tong, R., Yarnall, L., Shear, L., & Feng, M. (2023). When adaptive learning is effective learning: Comparison of an adaptive learning system to teacher-led instruction. Interactive Learning Environments, 31(2), 793–803. https://doi.org/10.1080/10494820.2020.1808794
Wetzel, K., Buss, R., Foulger, T. S., & Lindsey, L. (2014). Infusing Educational Technology in Teaching Methods Courses: Successes and Dilemmas. Journal of Digital Learning in Teacher Education, 30(3), 89–103. https://doi.org/10.1080/21532974.2014.891877
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