A Design-Based Study of a Mobile-Supported KADIR Model for Mathematical Problem-Solving and Communication

Dewi Purnama Sari, Eti Hayati

Abstract


The integration of mobile learning with structured pedagogy has become increasingly important in mathematics education; however, existing studies often emphasize general academic achievement rather than simultaneously developing mathematical problem-solving and communication skills. This study aimed to develop and evaluate a mobile-supported KADIR learning model that integrates sequential cognitive scaffolding and collaborative mathematical discourse to enhance both competencies.The study employed a Design-Based Research (DBR) approach integrated with a modified ADDIE framework. Classroom implementation adopted a one-group pre-test–post-test design involving 33 seventh-grade students, supported by four expert validators and four mathematics teachers. Data were collected through validation sheets, student response questionnaires, classroom observations, and mathematical problem-solving and communication tests. Data were analyzed using descriptive statistics, paired-sample t-tests, Cohen’s d, normalized gain (N-gain), and qualitative analysis of classroom observations.The developed model demonstrated high validity, with an overall expert validation score of 4.35 out of 5, and high practicality, reflected by an overall student response rate of 83.7%. Significant improvements were observed in students’ mathematical problem-solving (t = 8.72, p < .001, Cohen’s d = 1.25, N-gain = 0.46) and mathematical communication (t = 7.95, p < .001, Cohen’s d = 1.10, N-gain = 0.47). Qualitative findings indicated that structured discourse, collaborative interaction, and reflective activities promoted greater student engagement and flexible mathematical reasoning.The findings suggest that the mobile-supported KADIR model effectively integrates mobile technology with structured pedagogy to foster higher-order mathematical competencies. Although the study was limited by its single-group design, small sample, and single-school context, the model offers promising design principles for technology-enhanced mathematics instruction and provides a foundation for future large-scale experimental research.

Keywords


mobile learning; KADIR model; problem-solving; mathematical communication

References


Bakker, A. (2022). Design research in education: A practical guide for early career researchers. Routledge. https://doi.org/10.4324/9781003024218

Bond, M. (2020). Facilitating student engagement through educational technology: Towards a conceptual framework. Computers & Education, 151, 103877. https://doi.org/10.1016/j.compedu.2020.103877

Boaler, J. (2022). Developing mathematical mindsets: The need for new approaches to mathematics teaching and learning. ZDM Mathematics Education, 54(1), 1–12. https://doi.org/10.1007/s11858-021-01314-x

Bray, A., & Tangney, B. (2021). Technology usage in mathematics education research: Trends and implications. Computers & Education, 161, 104230. https://doi.org/10.1016/j.compedu.2021.104230

Crompton, H., Burke, D., & Gregory, K. H. (2020). The use of mobile learning in mathematics: A systematic review. Computers & Education, 146, 103638. https://doi.org/10.1016/j.compedu.2019.103638

Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791

Haleem, A., Javaid, M., Qadri, M. A., & Suman, R. (2022). Understanding the role of digital technologies in education: A review. Sustainable Operations and Computers, 3, 275–285. https://doi.org/10.1016/j.susoc.2022.05.004

Herbel-Eisenmann, B., Wagner, D., Johnson, K. R., Suh, H., & Figueras, H. (2020). Positioning in mathematics education: Revealing students’ identities. Educational Studies in Mathematics, 103(1), 1–17. https://doi.org/10.1007/s10649-019-09907-2

Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2020). The potential of digital tools to enhance mathematics and science learning: A meta-analysis. Computers & Education, 153, 103897. https://doi.org/10.1016/j.compedu.2020.103897

Holmes, W., & Hwang, G. J. (2021). Artificial intelligence in education: Promise and implications for teaching and learning. Computers and Education: Artificial Intelligence, 2, 100016. https://doi.org/10.1016/j.caeai.2021.100016

Ingram, J., & Elliott, V. (2020). A critical analysis of dialogic teaching in mathematics classrooms. Educational Studies in Mathematics, 103(2), 175–193. https://doi.org/10.1007/s10649-019-09934-z

Kali, Y., McKenney, S., & Sagy, O. (2021). Design-based research in education: Methodological advancements in the learning sciences. Educational Technology Research and Development, 69(1), 1–14. https://doi.org/10.1007/s11423-020-09836-x

Lai, C. L., & Hwang, G. J. (2021). A self-regulated mobile learning approach to improving students’ learning performance in mathematics. Computers & Education, 160, 104157. https://doi.org/10.1016/j.compedu.2020.104157

Lo, C. K., & Hew, K. F. (2022). A critical review of flipped classroom studies in mathematics education. Educational Research Review, 36, 100449. https://doi.org/10.1016/j.edurev.2022.100449

McKenney, S., & Reeves, T. C. (2021). Conducting educational design research (2nd ed.). Routledge. https://doi.org/10.4324/9780429028077

Nikou, S. A., & Economides, A. A. (2020). Mobile-based assessment in education: A systematic review of research. Computers & Education, 150, 103842. https://doi.org/10.1016/j.compedu.2020.103842

OECD. (2023). PISA 2022 results (Volume I): The state of learning and equity in education. OECD Publishing. https://doi.org/10.1787/53f23881-en

Planas, N. (2021). Language and communication in mathematics education research. Educational Studies in Mathematics, 107(1), 1–5. https://doi.org/10.1007/s10649-021-10069-4

Planas, N., Morgan, C., & Schütte, M. (2021). Mathematics education and language diversity: Theoretical and methodological perspectives. Educational Studies in Mathematics, 107(1), 7–26. https://doi.org/10.1007/s10649-021-10072-9

Prediger, S., Clarkson, P., & Bose, A. (2020). Language diversity in mathematics classrooms: Research trends and challenges. Educational Studies in Mathematics, 103(1), 1–8. https://doi.org/10.1007/s10649-020-09967-4

Schwarz, B. B., Newman, Y., & Biezuner, S. (2021). Argumentation and reasoning in mathematics classrooms. Educational Psychologist, 56(2), 85–100. https://doi.org/10.1080/00461520.2021.1878015

Schoenfeld, A. H. (2020). Reflections on problem solving theory and practice. ZDM Mathematics Education, 52(6), 1087–1098. https://doi.org/10.1007/s11858-020-01180-0

Sfard, A. (2021). Learning mathematics as developing a discourse. Educational Studies in Mathematics, 106(1), 1–17. https://doi.org/10.1007/s10649-021-10050-3

Sung, Y. T., Chang, K. E., & Liu, T. C. (2022). The effects of integrating mobile devices with teaching and learning on students’ learning performance: A meta-analysis. Computers & Education, 180, 104438. https://doi.org/10.1016/j.compedu.2021.104438

Tang, Y., Hew, K. F., & Chen, G. (2021). Effects of digital learning environments on student engagement and learning outcomes. Computers & Education, 172, 104247. https://doi.org/10.1016/j.compedu.2021.104247

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

Wagner, D., Herbel-Eisenmann, B., Johnson, K. R., Suh, H., & Figueras, H. (2021). Mathematical discourse and interaction in classrooms: Contemporary perspectives and implications. Educational Studies in Mathematics, 107(1), 1–18. https://doi.org/10.1007/s10649-021-10060-1

Zhang, D., & Pérez-Paredes, P. (2021). Mobile learning in education: A meta-analysis and implications for future research. Computers & Education, 168, 104211. https://doi.org/10.1016/j.compedu.2021.104211




DOI: https://doi.org/10.35445/alishlah.v18i2.9987

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