ANALYSIS OF LEARNING STYLE AS A MEDIATOR OF THE INFLUENCE OF LOGICAL INTELLIGENCE AND INTERACTIVE MEDIA ON MATHEMATICS RESULTS
Abstract
Learning style is very important as a link between the development of logical intelligence and the effectiveness of interactive media in improving mathematics learning outcomes. By paying attention to students' learning preferences, the use of interactive media can be optimized to strengthen their logical skills and improve their achievement in mathematics. This research aims to analyze the role of learning style as a mediator in the influence of logical intelligence and the use of interactive media on mathematics learning outcomes. This research method is a survey method with a quantitative approach. The number of samples taken was 65 class IV students from MI Kresna. Data was collected through a questionnaire with a Likert scale and analyzed using descriptive statistical techniques and regression analysis to test hypotheses. PLS-SEM analysis is used to analyze data and test and evaluate the construction of problem capability measurement variables. The results of the research show that logical intelligence on learning style (β=0.550 ; ρ =0.000) and learning style on mathematics results (β=0.179 ; ρ =0.740) have an insignificant effect, apart from that learning style is proven to mediate the influence of interactive media (β=0.052 ; ρ=0.424) and logical intelligence (β=0.099; ρ=0.517) on mathematical results. The implication of this research is the importance of logical intelligence and interactive media in improving fourth grade students' mathematics results. Recommendations for this research include providing training that focuses on teacher awareness and motivation in using interactive media effectively. Thus, this research is expected to significantly improve logical intelligence, interactive media, and ultimately student mathematics results.
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Ahmed, S. S., & Reddy, S. C. (2020). Preferred Learning Style and Study Characteristics among Undergraduate Clinical Medical Students: A Study in National Defense University of Malaysia. Journal of Advances in Medicine and Medical Research, 32(19), Article 19. https://doi.org/10.9734/jammr/2020/v32i1930669
Arif, A. H., Bagram, M. M. M., & Ali, H. (2021). The Relationship between Emotional Intelligence and Moral Stability of the Religious Education Students. Global Regional Review, VI(I), 50–66. https://doi.org/10.31703/grr.2021(VI-I).06
Asmaniah, T. G., & Wati, R. (2023). Powtoon Interactive Media with a Problem Based Learning Model on Student Learning Outcomes and Interests in Plane figure. Jurnal Cendekia : Jurnal Pendidikan Matematika, 8(1), Article 1. https://doi.org/10.31004/cendekia.v8i1.2424
Astuti, A., Armanto, D., & Hasratuddin, H. (2024). Development of Interactive Learning Media Assisted by Desmos Based on RME to Improve Mathematical Representation Abilities and Resilience of Class VIII Students at SMPN 1 Idi. Mathline : Jurnal Matematika Dan Pendidikan Matematika, 9(2), Article 2. https://doi.org/10.31943/mathline.v9i2.639
Berner, J., Grohs, P., Kutyniok, G., & Petersen, P. (2022). The Modern Mathematics of Deep Learning. In P. Grohs & G. Kutyniok (Eds.), Mathematical Aspects of Deep Learning (1st ed., pp. 1–111). Cambridge University Press. https://doi.org/10.1017/9781009025096.002
Bogachov, S., Kwilinski, A., Miethlich, B., Bartosova, V., & Gurnak, A. (2020). Artificial intelligence components and fuzzy regulators in entrepreneurship development. Entrepreneurship and Sustainability Issues, 8(2), 487–499. https://doi.org/10.9770/jesi.2020.8.2(29)
Bostanci, Ö. (2020). Learning Style Preferences of Prospective Teachers of Physical Education and Sport. Asian Journal of Education and Training, 6(2), 231–236. https://doi.org/10.20448/journal.522.2020.62.231.236
Daryanes, F., Darmadi, D., Fikri, K., Sayuti, I., Rusandi, M. A., & Situmorang, D. D. B. (2023). The development of articulate storyline interactive learning media based on case methods to train student’s problem-solving ability. Heliyon, 9(4), e15082. https://doi.org/10.1016/j.heliyon.2023.e15082
Das, K. (2020). Realistic Mathematics & Vygotsky’s Theories in Mathematics Education. Shanlax International Journal of Education, 9(1), 104–108. https://doi.org/10.34293/education.v9i1.3346
Deary, I. J. (2020). Intelligence: A Very Short Introduction. Oxford University Press.
Donian, P., Jr, L. H., & Malione, M. (2021). Interactive digital media and advertising presentation platform. US Patent 10,986,403, Query date: 2024-05-27 05:40:09. https://patents.google.com/patent/US10986403B2/en
González-Treviño, I. M., Núñez-Rocha, G. M., Valencia-Hernández, J. M., & Arrona-Palacios, A. (2020). Assessment of multiple intelligences in elementary school students in Mexico: An exploratory study. Heliyon, 6(4), e03777. https://doi.org/10.1016/j.heliyon.2020.e03777
Gumara, I. A. D., Sukmawati, R., & Iskandar, R. S. F. (2023). THE INFLUENCE OF MATHEMATICAL LOGIC INTELLIGENCE AND STUDENTS’ CONFIDENCE ON PROBLEM SOLVING ABILITY. Proceedings of Seminar and Conference on Mathematics Education, 1(1), Article 1. https://doi.org/10.31000/.v1i1.9515
Haetami, A., Maysara, M., & Mandasari, E. C. (2020). The Effect of Concept Attainment Model and Mathematical Logic Intelligence on Introductory Chemistry Learning Outcomes. Jurnal Pendidikan Dan Pengajaran, 53(3), 244. https://doi.org/10.23887/jpp.v53i3.28426
Hamidah, H., Kusuma, J. W., & Ilmadi, I. (2022). Learning Analysis with ARIAS Model on Students’ Critical Thinking Skills Reviewed from Learning Styles. AlphaMath : Journal of Mathematics Education, 8(1), Article 1.
Husna, N. S., Zahroh, U., & Sutopo, S. (2023). Creating SAC-based interactive learning media will “improve” the mathematical understanding of MTs students. AMCA Journal of Science and Technology, 3(2), Article 2. https://doi.org/10.51773/ajst.v3i2.301
Hydrie, M. Z., & Naqvi, S. (2021). Assessing learning styles of medical students using Kolb’s learning style inventory and their association with preferred teaching methodologies. Journal of the Pakistan Medical Association, 71, 1–13. https://doi.org/10.47391/JPMA.1437
Kamid, Rusdi, M., Fitaloka, O., Basuki, F. R., & Anwar, K. (2020). Mathematical Communication Skills Based on Cognitive Styles and Gender. International Journal of Evaluation and Research in Education, 9(4), 847–856.
Mahardika, A. I., Santana Purba, H., & Permana, A. (2022). The Development of Web-Based Interactive Learning Media on Static Electricity Materials With Tutorial Model Method. https://repo-dosen.ulm.ac.id//handle/123456789/25190
Muhammad, I., Darmayanti, R., Arif, V. R., & Afolaranmi, A. O. (2023). Discovery Learning Research in Mathematics Learning: A Bibliometric Review. Delta-Phi: Jurnal Pendidikan Matematika, 1(1), Article 1. https://doi.org/10.61650/dpjpm.v1i1.77
Ngatirin, N. R., & Zainol, Z. (2020). LEARNING STYLES AND PERSONALITY TRAITS OF COMPUTER SCIENCE UNDERGRADUATES IN MALAYSIA. 10(1).
Noor, N. L., & Kori’ah, S. (2022). The Effect of Mathematical Logical Intelligence on Mathematical Problem Solving Ability through Contextual Approach. Al Hikmah: Journal of Education, 3(1), Article 1. https://doi.org/10.54168/ahje.v3i1.63
Polya, G. (2020). Mathematics and Plausible Reasoning, Volume 1: Induction and Analogy in Mathematics. Princeton University Press.
Rachmavita, F. P. (2020). Interactive media-based video animation and student learning motivation in mathematics. Journal of Physics: Conference Series, 1663(1), 012040. https://doi.org/10.1088/1742-6596/1663/1/012040
Rahmat, T. (2020a). The Level of Mathematical Logic Intelligence towards the Solving of Mathematical Problem Solving. Journal of Physics: Conference Series, 1471(1), 012054. https://doi.org/10.1088/1742-6596/1471/1/012054
Rahmat, T. (2020b). The Level of Mathematical Logic Intelligence towards the Solving of Mathematical Problem Solving. Journal of Physics: Conference Series, 1471(1), 012054. https://doi.org/10.1088/1742-6596/1471/1/012054
Rice, R. G., Do, D. D., & Maneval, J. E. (2023). Applied Mathematics and Modeling for Chemical Engineers. John Wiley & Sons.
Rm, B., Umam, K., Suhartati, S., Yuhasriati, Y., & Shelvia, O. (2024). The relationship between logical mathematical intelligence and learning independence on mathematics learning outcomes. Jurnal Geuthèë: Penelitian Multidisiplin, 7(1), Article 1. https://doi.org/10.52626/jg.v7i1.325
Safaruddin, S., Degeng, I. N. S., Setyosari, P., & Murtadho, N. (2020). The Effect of PjBL with WBL Media and Cognitive Style on Studentsâ€TM Understanding and Science-Integrated Concept Application. Jurnal Pendidikan IPA Indonesia, 9(3), Article 3. https://doi.org/10.15294/jpii.v9i3.24628
Satriawan, R., Endriana, N., Irianto, F. A., & Ahyan, S. (2020). The Card Logic Logarithm as an Interactive Media in Teaching Logarithm: A Development Study. Journal of Physics: Conference Series, 1539(1), 012080. https://doi.org/10.1088/1742-6596/1539/1/012080
Sheromova, T. S., Khuziakhmetov, A. N., Kazinets, V. A., Sizova, Z. M., Buslaev, S. I., & Borodianskaia, E. A. (2020). Learning Styles and Development of Cognitive Skills in Mathematics Learning. Eurasia Journal of Mathematics, Science and Technology Education, 16(11), em1895. https://doi.org/10.29333/ejmste/8538
Stephenson, G. (2020). Mathematical Methods for Science Students. Courier Dover Publications.
Suciani, N. K., Sudarma, I. K., & Bayu, G. W. (2022). The Impact of Learning Style and Learning Motivation on Students’ Science Learning Outcomes. MIMBAR PGSD Undiksha, 10(2), Article 2. https://doi.org/10.23887/jjpgsd.v10i2.49811
Suwito, W. E. C., Reffiane, F., & Sary, R. M. (2021). The Development of Interactive Learning Media Based on PBL Learning Models on Theme 9 Sub-theme 3 for Fifth Grade Elementary ASchool. Journal of Education Technology, 5(1), Article 1. https://doi.org/10.23887/jet.v5i1.29180
Teli, C., Chandrakala, Daulatabad, V., & Kate, N. (2021). Assessment of learning style preferences in undergraduate medical students using VARK scale study. National Journal of Physiology Pharmacy and Pharmacology, 11, 1–5. https://doi.org/10.5455/njppp.2021.11.05166202117072021
Todhunter, I. (2022). A History of the Mathematical Theory of Probability: From the Time of Pascal to that of Laplace. BoD – Books on Demand.
Wan Hussin, W. A. S., & Mohd Matore, M. E. E. (2023). The influence of learning styles on academic procrastination among students in mathematics. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1239933
Yang, C., & Wang, J. (2020). A mathematical model for the novel coronavirus epidemic in Wuhan, China. Mathematical Biosciences and Engineering : MBE, 17(3), 2708–2724. https://doi.org/10.3934/mbe.2020148
Yi, X., Liu, Z., Li, W., & Sun, M. (2020). Text Style Transfer via Learning Style Instance Supported Latent Space. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 3801–3807. https://doi.org/10.24963/ijcai.2020/526
DOI: https://doi.org/10.18860/abj.v9i3.28988
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