Main Article Content
Abstract
Abstract
The mathematical literacy ability of students in Indonesia remains low. One contributing factor is classroom learning activities that are primarily limited to the transfer of knowledge. Additionally, during the learning process, students with different cognitive styles are suspected to have varying levels of understanding of the same concept. The problem-based learning (PBL) model not only actively involves students but also provides them with opportunities to develop their abilities and foster critical thinking. Hence, this research seeks to explore the interplay between the Project-Based Learning model and cognitive styles in relation to students' mathematical literacy abilities. This quantitative study employed a factorial research design. The subjects comprised 64 junior high school students in Sumedang. Prior to the commencement of the learning process, students completed the Group Embedded Figures Test (GEFT) to identify their cognitive styles. Following this, the experimental class was taught using the Project-Based Learning model, while the control class received conventional instruction over a three-week period. After the learning sessions, students were tested on their mathematical literacy skills. Data analysis was conducted using a two-way ANOVA. The results indicated that an interaction effect was observed between the learning model and cognitive style, influencing students' mathematical literacy skills.
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Copyright (c) 2026 Yusfita Yusuf, Mimih Aminah, Yuni Nurfitriani, Kurram Shabbir

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References
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References
Alghofiqi, R., Solihatin, E., & Yufiarti. (2020). Pengaruh kemandirian belajar dan gaya kognitif terhadap hasil belajar ips siswa kelas vii smp negeri singkawang. JPD: Jurnal Pendidikan Dasar, 95–103. https://doi.org/10.21009/JPD.012.02
Ali, S. S. (2019). Problem based learning: A student-centered approach. English Language Teaching, 12(5), 73. https://doi.org/10.5539/elt.v12n5p73
Amini, A., Nufus, H., & Agustin, E. (2023). Identifikasi kemampuan berpikir kreatif siswa dari sudut pandang gaya kognitif dalam pembelajaran matematika. Juring (Journal for Research in Mathematics Learning), 6(3), 285. https://doi.org/10.24014/juring.v6i3.25627
Eka, I. W., Sadia, I. W., & Suastra, I. W. (2014). Pengaruh model pembelajaran perubahan konseptual terhadap pemahaman konsep siswa ditinjau dari gaya kognitif. Journal Program Pascasarjana Universitas Pendidikan Ganesha Program Studi IPA, 4.
Farmaki, C., Sakkalis, V., Loesche, F., & Nisiforou, E. A. (2019). Assessing field dependence–independence cognitive abilities through eeg-based bistable perception processing. Frontiers in Human Neuroscience, 13. https://doi.org/10.3389/fnhum.2019.00345
Ginting, S. D., & Nasution, H. A. (2024). Analisis kesulitan siswa ditinjau dari gaya kognitif field independent dan field dependent. Jurnal Cendekia : Jurnal Pendidikan Matematika, 8(1), 305–315. https://doi.org/10.31004/cendekia.v8i1.3063
Gufron, A., Hidayah, I., Prabowo, A., Wardono, & Mariani, S. (2025). The effectiveness of problem-based learning in enhancing mathematical literacy: A systematic meta-analysis. Jurnal Elemen, 11(2), 483–501. https://doi.org/10.29408/jel.v11i2.30002
Habeahan, W. L., Malik, M., Firdaus, M. H., & Panjaitan, A. C. (2025). The influence of cognitive style on abstraction ability and mathematical problem-solving in problem-based learning. Alacrity : Journal of Education, 554–561. https://doi.org/10.52121/alacrity.v5i1.677
Haryadi, R., Situmorang, R., & Khaerudin. (2021). Effectiveness of use direct learning models for higher order thinking skills of pre-service physics teachers. Journal of Physics: Conference Series, 1806(1), 012042. https://doi.org/10.1088/1742-6596/1806/1/012042
Hendroanto, A., Istiandaru, A., Syakrina, N., Setyawan, F., Prahmana, R. C. I., & Hidayat, A. S. E. (2018). How students solves pisa tasks: an overview of students’ mathematical literacy. International Journal on Emerging Mathematics Education, 2(2), 129. https://doi.org/10.12928/ijeme.v2i2.10713
Hmelo-Silver, C. E. (2004). Problem-based learning: what and how do students learn?. Educational Psychology Review, 16(3), 235–266. https://doi.org/1040-726X/04/0900-0235/0
Huda, N., & Khotimah, N. (2023). Model pembelajaran problem based learning (pbl) untuk meningkatkan litersi matematika siswa. Mathema Journal, 5(2), 299–311
Ikhlas, A. (2018). Pengaruh model pembelajaran berbasis masalah dan gaya kognitif siswa terhadap hasil belajar matematika siswa di kelas viii smp negeri 7 kerinci. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 2(2), 135–143. https://doi.org/https://doi.org/10.22437/jiituj.v2i2.5988
Izzati, M., Muchlis, E. E., Susanto, E., Patri, S. F. D., Kristiani, F., & Stanggo, P. D. (2025). The influence of student worksheets based on pbl-mathematical literacy on problem-solving in junior high schools in bengkulu. International Journal of Mathematics and Mathematics Education, 3(2), 144–122. https://doi.org/10.56855/ijmme.v3i2.1374
Janah, S. R., Suyitno, H., & Rosyida, I. (2019). Pentingnya literasi matematika dan berpikir kritis matematis dalam menghadapi abad ke-21. PRISMA, Prosiding Seminar Nasional Matematika, 2, 905–910. https://journal.unnes.ac.id/sju/index.php/prisma/
Junaidi, M. (2018). Model pembelajaran langsung (direct instruction) (pengajaran aktif (good & grows)); cbsa (cara belajar siswa aktif), mastery teaching (hunter), dan explicit instruction (rosenshine & stevens). Jurnal Pendidikan Islam, 42–55.
Kozhevnikov, M. (2007). Cognitive styles in the context of modern psychology: toward an integrated framework of cognitive style. Psychological Bulletin, 133(3), 464–481. https://doi.org/10.1037/0033-2909.133.3.464
Mansur, N. (2018). Melatih literasi matematika siswa dengan soal pisa. Prisma, Prosiding Seminar Nasional Matematika, 140–144. https://journal.unnes.ac.id/sju/index.php/prisma/
Salam, M., Ndia, L., Misu, L., Jafar, J., Suhar, S., & Hasnawati, H. (2024). Applying scaffolding technique in problem based learning (pbl) model on students’ mathematics problem solving ability. World Journal of Advanced Research and Reviews, 21(3), 1372–1379. https://doi.org/10.30574/wjarr.2024.21.3.0846
Mumu, J., Prahmana, R. C. I., Tanujaya, B., & Sampouw, F. (2025). In-service teachers’ perceptions of problems in mathematics instruction when using a problem-based learning model. Journal on Mathematics Education, 16(4), 1463–1482. https://doi.org/10.22342/jme.v16i4.pp1463-1482
Muslimah, H., & Pujiastuti, H. (2021). Analisis kemampuan literasi matematis siswa dalam memecahkan masalah matematika berbentuk soal cerita. Jurnal Pendidikan Matematika Dan Sains, 8(1), 36–43. https://doi.org/10.21831/jpms.v8i1.30000
Muzaki, A., & Masjudin, D. (2019). Analisis kemampuan literasi matematis siswa. Mosharafa: Jurnal Pendidikan Matematika, 8(3), 493–502. https://doi.org/10.31980/mosharafa.v8i3.557
Nicholus, G., Muwonge, C. M., & Joseph, N. (2023). The role of problem-based learning approach in teaching and learning physics: A systematic literature review. F1000Research, 12, 951. https://doi.org/10.12688/f1000research.136339.2
Nurfitriani, Y., Yusuf, Y., Koswara, U., & Negeri, S. (2024). Mathematical literacy ability of students from a cognitive style perspective on rational numbers. Edumatsains: Jurnal Pendidikan Matematika Dan Sains, 9(1), 319–331. https://doi.org/10.33541/edumatsains
Nurlaela, E., & Imami, A. I. (2022). Peningkatan kemampuan literasi matematika siswa melalui penerapan model pembelajaran problem based learning di kelas vii smpit insan harapan. Jurnal Ilmiah Dikdaya, 12(1), 33. https://doi.org/10.33087/dikdaya.v12i1.270
OECD. (2010). Mathematics framework In pisa 2009 assesment framework: key competencies in reading, mathematics and science (pp. 83–123). OECD Publishing.
OECD. (2013). PISA 2012 assessment and analytical framework : mathematics, reading, science, problem solving and financial literacy. OECD.
OECD. (2019). How did countries perform in pisa 2018? I (PISA 2018 Result). OECD PUBLISHING. https://doi.org/10.1787/888934028235
OECD. (2023). PISA 2022 assessment and analytical framework. OECD. https://doi.org/10.1787/dfe0bf9c-en
Pimdee, P., Sukkamart, A., Nantha, C., Kantathanawat, T., & Leekitchwatana, P. (2024). Enhancing thai student-teacher problem-solving skills and academic achievement through a blended problem-based learning approach in online flipped classrooms. Heliyon, 10(7), e29172. https://doi.org/10.1016/j.heliyon.2024.e29172
Prihatiningtyas, N. C., & Buyung, B. (2023). Kemampuan literasi matematis siswa melalui implementasi model problem based learning berbasis etnomatematika pada budaya tidayu. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(1), 215. https://doi.org/10.24127/ajpm.v12i1.5297
Purnama, M. I., Fisher, D., Subaryi, & Anggiana, A. D. (2023). Kemampuan literasi matematis siswa smp melalui model problem-based learning dengan teknik murder. Symmetry | Pasundan Journal of Research in Mathematics Learning and Education, 8(1), 146–157. https://doi.org/10.23969/symmetry.v8i1.8252
Rahayu, D. U., Mulyono, M., & Cahyono, A. N. (2021). Mathematical literacy reviewed from the student’s cognitive style in the problem based learning learning model assisted by the learning management system. Unnes Journal of Mathematics Education Research, 10(2), 171–179. http://journal.unnes.ac.id/sju/index.php/ujmer
Retnawati, S., Charitas, R., Prahmana, I., & Arnal-Palacián, M. (2024). The impactful developed PISA-type problems for students’ mathematical literacy through the context of Siger tower. Pasundan Journal of Mathematics Education, 14(1), 1–16. https://doi.org/10.23969/pjme.v14i1.15556
Setiawan, A., Degeng, I. N. S., Sa’dijah, C., & Praherdhiono, H. (2020). The effect of collaborative problem solving strategies and cognitive style on students’ problem solving abilities. Journal for the Education of Gifted Young Scientists, 8(4), 1618–1630. https://doi.org/10.17478/jegys.812781
Setyaningsih, R., & Munawaroh, L. (2022). Analisis kemampuan literasi matematis siswa dalam menyelesaikan soal berorientasi pisa konten uncertainty and data. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(3), 1656. https://doi.org/10.24127/ajpm.v11i3.4948
Shiddieqy, M. Z. A., Sudiana, R., & Pamungkas, A. S. (2023). Analisis kemampuan koneksi matematis ditinjau dari gaya kognitif siswa field dependent dalam menyelesaikan soal literasi numerasi kata kunci. JIIP (Jurnal Ilmiah Ilmu Pendidikan), 6(9). https://doi.org/https://doi.org/10.54371/jiip.v6i9.2799
Shipstead, Z., & Broadway, J. M. (2013). Individual differences in working memory capacity and the Stroop effect: Do high spans block the words? Learning and Individual Differences, 26, 191–195. https://doi.org/10.1016/j.lindif.2012.04.003
Subaryo. (2022). Analisis kemampuan literasi matematis melalui model pembelajaran berbasis masalah pada siswa sekolah menengah. Symmetry: Pasundan Journal of Research in Mathematics Learning and Education, 7, 128–134. https://doi.org/10.23969/symmetry.v7i2.7047
Suhaji, I. P., Widadah, S., & Sukriyah, D. (2020). Kemampuan berpikir reflektif dalam memecahkan masalah matematika ditinjau dari gaya kognitif. Zeta - Math Journal, 5(1), 8–15. https://doi.org/10.31102/zeta.2020.5.1.8-15
Surur, M., Degeng, I. N. S., Setyosari, P., & Kuswandi, D. (2020). The effect of problem-based learning strategies and cognitive styles on junior high school students’ problem-solving abilities. International Journal of Instruction, 13(4), 35–48. https://doi.org/10.29333/iji.2020.1343a
Suyuti, Ningsih, S. Y., Safar, M., Purhanudin, MS. V., & Shofiah, S. (2023). Pengaruh model pembelajaran inquiry dan gaya kognitif field independent (fi) & field dependent (fd) terhadap hasil belajar siswa. Journal on Education, 06(01), 293–306.
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