Profile of Mathematical Connection Ability Viewed from The Cognitive Styles of Field Independent and Field Dependent Students
DOI:
https://doi.org/10.58421/misro.v5i1.1021Keywords:
Field Dependent, Field Independent, Cognitive Style, Mathematical ConnectionAbstract
This study aims to describe the profile of students’ mathematical connection ability, as viewed through the cognitive styles of Field Independent (FI) and Field Dependent (FD), in the topic of Social Arithmetic. The research subjects were 32 students of class VIII-B at SMPN 1 Cimalaka. Cognitive style classification was conducted using the Group Embedded Figure Test (GEFT), after which students completed a mathematical connection ability test comprising three contextual problems that required integrating concepts (direct proportion, percentage, currency exchange, and profit/loss) and connecting mathematics to real-life contexts. Data were analyzed using a descriptive qualitative approach through data reduction, data display, and conclusion drawing. The results showed that the cognitive style composition consisted of 14 FI students (43.75%) and 18 FD students (56.25%). Mastery based on the minimum competency criterion (KKTP 75) indicated that the FI group achieved a higher level of mastery (12 students) compared to the FD group (1 student), while non-mastery was predominantly found in the FD group (17 students). These findings indicate that FI students tend to be more consistent in integrating concepts to produce complete solutions and final decisions. In contrast, FD students require more supportive structures (tables, step-by-step procedures, and guiding questions) for mathematical connections to be fully developed.
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N. S. Aprilianda and S. Susanah, ‘PROFILE OF STUDENTS’MATHEMATICAL CONNECTION ABILITY IN SOLVING MATHEMATICS PROBLEMS BASED ON VISUALIZER AND VERBALIZER COGNITIVE STYLE’, MATHEdunesa, vol. 11, no. 2, pp. 328–340, 2022.
A. Suryaputri, J. Ningsih, M. A. Sari, and R. Revita, ‘Kajian Literatur : Problematika Implementasi Kurikulum Merdeka Belajar pada Pembelajaran Matematika di Sekolah Menengah’, Harmoni Pendidik. J. Ilmu Pendidik., vol. 2, no. 3, pp. 175–192, Jun. 2025, doi: 10.62383/hardik.v2i3.1787.
National Council of Teachers of Mathematics, Principles and Standards for School Mathematics. National Council of Teachers of Mathematics, 2000.
H. Hendriana, T. Johanto, and U. Sumarmo, ‘The Role of Problem-Based Learning to Improve Students’ Mathematical Problem-Solving Ability and Self Confidence’, J. Math. Educ., vol. 9, no. 2, pp. 291–300, Jul. 2018.
A. L. Son, ‘The Students’ Abilities on Mathematical Connections: A Comparative Study Based on Learning Models Intervention.’, Math. Teach. Res. J., vol. 14, no. 2, pp. 72–87, 2022.
I. F. Habel and N. Susilowaty, ‘Analisis kemampuan koneksi matematis siswa kelas VIII ditinjau dari gaya kognitif reflektif-impulsif’, J. Padegogik, vol. 4, no. 2, pp. 32–42, 2021.
D. S. Pambudi, I. K. Budayasa, and A. Lukito, ‘The role of mathematical connections in mathematical problem solving’, J. Pendidik. Mat., vol. 14, no. 2, pp. 129–144, 2020.
O. M. Sari, E. Yusmin, and A. Nursangaji, ‘Kemampuan koneksi matematis siswa ditinjau dari gaya kognitif pada materi persegi panjang di SMP’, J. Pendidik. Dan Pembelajaran Khatulistiwa JPPK, vol. 7, no. 6, 2018, Accessed: Jan. 09, 2026. [Online]. Available: https://jurnal.untan.ac.id/index.php/jpdpb/article/download/26060/75676577030
H. A. Naziah and R. Setyaningsih, ‘Kemampuan Koneksi Matematis dalam Menyelesaian Soal Cerita Transformasi Geometri Ditinjau dari Gaya Kognitif Siswa Kelas XI SMA Batik 2 Surakarta’, J. Cendekia J. Pendidik. Mat., vol. 8, no. 1, pp. 489–504, Mar. 2024, doi: 10.31004/cendekia.v8i1.2310.
M. D. Nailake, A. L. Son, and E. B. S. Delvion, ‘High School Students’ Mathematical Connection Ability Profile in Solving Three-Variable Linear Equation System Problems Based on Cognitive Style’, Indones. Educ. Res. J., vol. 1, no. 2, pp. 65–75, 2023.
B. S. Handayani, ‘Analisis kemampuan koneksi matematis siswa dalam menyelesaikan masalah matematika ditinjau dari gaya kognitif’, PhD Thesis, Universitas PGRI Semarang, 2022. Accessed: Jan. 09, 2026. [Online]. Available: http://eprints3.upgris.ac.id/id/eprint/3272/1/Bella%20Setya%20Handayani%2016310146.pdf
E. Yuliandari and E. S. N. Hartiningrum, ‘ANALISIS KEMAMPUAN KONEKSI MATEMATIS SISWA FIELD DEPENDENT’, in Prosiding Conference on Research and Community Services, 2020, pp. 161–167. Accessed: Jan. 09, 2026. [Online]. Available: https://ejournal.stkipjb.ac.id/index.php/CORCYS/article/view/1615
M. Z. A. Shiddieqy, R. Sudiana, and A. S. Pamungkas, ‘Analisis kemampuan koneksi matematis ditinjau dari gaya kognitif siswa field dependent dalam menyelesaikan soal literasi numerasi’, JIIP-J. Ilm. Ilmu Pendidik., vol. 6, no. 9, pp. 6602–6613, 2023.
Y. Nofitasari, ‘Junior high school students’ mathematical connection: a comparative study of children who have reflective and impulsive cognitive styles’, in Journal of Physics: Conference Series, IOP Publishing, 2021, p. 012036. Accessed: Jan. 09, 2026. [Online]. Available: https://iopscience.iop.org/article/10.1088/1742-6596/1776/1/012036/meta
H. A. Witkin, C. A. Moore, D. Goodenough, and P. W. Cox, ‘Field-Dependent and Field-Independent Cognitive Styles and Their Educational Implications’, Rev. Educ. Res., vol. 47, no. 1, pp. 1–64, Mar. 1977, doi: 10.3102/00346543047001001.
M. B. Miles and A. M. Huberman, Qualitative data analysis: An expanded sourcebook. sage, 1994. Accessed: Jul. 17, 2025. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=U4lU_-wJ5QEC&oi=fnd&pg=PA10&dq=Miles+%26+Huberman+(1994),+&ots=kGXB4MVXVN&sig=mFzyfbw6dQTPM3lEGdPoecay-7I
W. Wijayaningrum, K. Budayasa, and R. Sulaiman, ‘Profil Pemahaman Konsep Fungsi Siswa SMP Ditinjau dari Gaya Kognitif Field Independent dan Field Dependent’, Indiktika J. Inov. Pendidik. Mat., vol. 6, no. 2, pp. 361–371, 2024.
B. Buhaerah, ‘The Verbal Problem-Solving Process in Students’ Mathematical Connections’, Suska J. Math. Educ., vol. 10, no. 2, pp. 109–116.
U. Sumarmo, ‘High level mathematical thinking: Experiments with high school and under graduate students using various approaches and strategies’, PhD Thesis, Gunma University, 2010. Accessed: Jan. 09, 2026. [Online]. Available: https://gunma-u.repo.nii.ac.jp/record/4358/files/03_Nishitani.pdf
M. Izzatin, S. B. Waluyo, Rochmad, and Wardono, ‘Students’ cognitive style in mathematical thinking process’, J. Phys. Conf. Ser., vol. 1613, no. 1, p. 012055, Aug. 2020, doi: 10.1088/1742-6596/1613/1/012055.
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