The Role of Ethnomathematics and the Contextual Teaching and Learning Approach in Managing Students’ Cognitive Load

Authors

Keywords:

Ethnomathematics, Contextual Teaching and Learning (CTL), Cognitive Load Theory (CLT), Cognitive Load, Mathematics Learning

Abstract

Conventional mathematics instruction often neglects students’ local cultural contexts, which can increase extraneous cognitive load and hinder conceptual understanding. This study explores the integration of ethnomathematics within the Contextual Teaching and Learning (CTL) approach as a strategy to optimize students’ cognitive load based on Cognitive Load Theory (CLT). Using a systematic literature review approach, this study analyzes 47 articles published between 2015 and 2024 in journals indexed by Scopus and Sinta, following the PRISMA protocol. The findings indicate that ethnomathematics-based CTL instruction is effective in reducing extraneous load and enhancing germane load by activating cognitive schemas that are aligned with students’ cultural experiences. The key strategies identified include: (1) the construction of learning contexts based on local cultural artifacts, which reduce intrinsic load through conceptual familiarity; (2) graduated scaffolding using ethnomathematical practices to minimize extraneous load; and (3) modeling grounded in local wisdom to optimize germane load. The novelty of this study lies in its systematic integrative framework that connects principles of ethnomathematics, CTL components, and cognitive load management, which has not been comprehensively documented in prior literature. These findings offer practical implications for the design of culturally responsive and cognitively efficient mathematics instruction, particularly within the culturally diverse context of Indonesian education. Further research is recommended to empirically validate the proposed framework through experimental studies and to develop context-specific instruments for measuring cognitive load.

References

[1] Arisetyawan, A., Suryadi, D., Herman, T., & Rahmat, C. (2014). Study of ethnomathematics: A lesson from the Baduy culture. International Journal of Education and Research, 2(10), 681–688.

[2] Arvianto, I. R., Fadila, A., Nurcahyo, A., & Farizqi, M. L. (2025). Ethnomathematics : An Exploration of Mathematical Concepts in Yogyakarta ’ s Ox Cart. 15(2).

[3] Asnawati, N. A., & Hasanah, R. U. (2025). Development of Ethnomathematics-Based Student Worksheets to Improve Conceptual Understanding. 4(3), 919–930.

[4] Ausubel, D. P. (1968). Educational psychology: A cognitive view. Holt, Rinehart and Winston.

[5] Bishop, A. J. (1988). Mathematical enculturation. A cultural perspective on mathematics education. Kluwer Academic Publishers. https://doi.org/10.1007/978-94-009-2657-8

[6] Black, P., & Wiliam, D. (2009). Developing the theory of formative assessment. Educational Assessment Evaluation and Accountability, 5–31. https://doi.org/10.1007/s11092-008-9068-5

[7] Calista, N., Susanto, P., Purnamasari, H., & Wahjuningtyas, S. (2023). Meta-analysis of the effectiveness of ethnomathematics learning on the mathematical thinking ability of Indonesian students. JP2M (Journal of Mathematics Education and Learning), 9(2), 191–199.

[8] Charitas, R., & Prahmana, I. (2018). Hypothetical Learning Trajectory Design in Rotational Learning Using Kawung Batik Motif. Prima Journal of Mathematics Education, 2(1), 19–32. https://doi.org/10.31000/prima.v2i1.411

[9] Chotijah, S., Susanto, A. (2019). The Effectiveness of Contextual Teaching and Learning (CTL) in Improving Students' Understanding of Concepts. Journal of Mathematics 2(2), 2(November), 195–206. https://doi.org/10.21274/jtm.2019.2.2.195-206

[10] Clark, C., & Kimmons, R. (2023). Cognitive Load Theory. EdTechnica, 109–114. https://doi.org/10.59668/371.12980

[11] D’Ambrosio, U. (1985). Ethnomathematics and its place in the history and pedagogy of mathematics. For the Learning of Mathematics, 5(1), 44–48. https://doi.org/https://www.jstor.org/stable/40247876

[12] D’Ambrosio, U. (2001). Ethnomathematics: Link between traditions and modernity. Sense Publishers.

[13] D’Ambrosio, U., & Rosa, M. (2017). Ethnomathematics and Its Pedagogical Action in Mathematics Education BT - Ethnomathematics and its Diverse Approaches for Mathematics Education (M. Rosa, L. Shirley, M. E. Gavarrete, & W. V Alangui (eds.); pp. 285–305). Springer International Publishing. https://doi.org/10.1007/978-3-319-59220-6_12

[14] Devlin, K. J. (1998). The Language of Mathematics: Making the Invisible Visible. W.H. Freeman. https://books.google.co.id/books?id=_lCwQgAACAAJ

[15] E.A.R.L.I. (2023). EARLI 2023 conference: Programme and abstracts. European Association for Research on Learning and Instruction. https://www.earli.org/events/earli2023

[16] Ernst, M. O. (2008). Multisensory Integration : A Late Bloomer. 1, 519–521. https://doi.org/10.1016/j.cub.2008.05.003

[17] Fauzi, A., Rahmatih, A. N., Ermiana, I. da, & Nurmawanti, I. (2024). Development of ethnomathematics-based mathematical literacy instruments for elementary school students. JUPIKA: Journal of Mathematics Education of the University of Flores Volume, 7(2), 153–167.

[18] Fyfe, E. R., McNeil, N. M., Son, J. Y., & Goldstone, R. L. (2014). Concreteness Fading in Mathematics and Science Instruction: a Systematic Review. Educational Psychology Review, 26(1), 9–25. https://doi.org/10.1007/s10648-014-9249-3

[19] Gutiérrez, R. (2013). The Sociopolitical Turn in Mathematics Education. Journal for Research in Mathematics Education, 44(1), 37–68.

[20] Harding, J. L., Pettit, J., & Becker, D. (2021). Ethnomathematics Defined: A Literature Meta-Analysis. Journal of Mathematics and Culture, 15(June 2021), 33–65.

[21] Hartoyo, A., Fitriawan, D., Siregar, N., & Ganda, F. (2025). Connecting cultural roots with mathematical thinking : A comprehensive meta-analysis of ethnomathematics practices in indonesian classrooms. Al-Jabar: Jurnal Pendidikan Matematika, 16(02), 673–689. https://doi.org/10.24042/ajpm.v16i2.28734

[22] Hayati, R., Karim, A., Fachrurazi, Rohantizani, & Marzuki. (2024). Integration of Local Cultural Values in Mathematics Learning: A Case Study of the Application of Ethnomathematics. KADIKMA : Journal of Mathematics and Mathematics Education, 15(03), 99–107.

[23] Ito, M., Gutiérrez, K., Livingstone, S., Penuel, B., Rhodes, J., Salen, K., Schor, J., Sefton-, J., Watkins, C. S., Livingstone, S., & Rhodes, J. (2014). Connected Learning: An Agenda for Research and Design. Digital Media and Learning Research Hub, Irvine, CA, USA.

[24] Johnson, E. B. (2002). Contextual teaching and learning: What it is and why it’s here to stay. Corwin Press.

[25] Kalyuga, S. (2007). Expertise Reversal Effect and Its Implications for Learner-Tailored Instruction. Educ Psychol Rev. https://doi.org/10.1007/s10648-007-9054-3

[26] Kalyuga, S. (2017). Expertise Reversal Effect and Its Implications for Learner-Tailored Instruction. Educational Psychology Review, 19(4), 509–539. https://doi.org/10.1007/s10648-007-9054-3

[27] Kapur, M. (2014). Productive Failure in Learning Math. Cognitive Science, 38, 1008–1022. https://doi.org/10.1111/cogs.12107

[28] Khasanah, B. A. (2023). The geometric contents and the values of local batik in Indonesia. Jurnal Elemen, 9(January), 211–226.

[29] Khasanah, U., Rahayu, W., & Rohimah, S. R. (2021). Development of Android-Based Mathematics Learning Modules with Contextual Teaching and Learning (CTL) Approach on Two-Variable Linear Equation System Material. JOURNAL OF SCHOOL MATHEMATICS LEARNING RESEARCH, 5(2), 85–93. https://doi.org/10.21009/jrpms.052.10

[30] Kirschner, F., Paas, F., & Kirschner, P. A. (2009). A Cognitive Load Approach to Collaborative Learning: United Brains for Complex Tasks. Educational Psychology Review, 21(1), 31–42. https://doi.org/10.1007/s10648-008-9095-2

[31] Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1

[32] Kirschner, P. A., Sweller, J., Kirschner, F., & Zambrano, J. (2018). From Cognitive Load Theory to Collaborative Cognitive Load Theory. International Journal of Computer-Supported Collaborative Learning, 213–233.

[33] Lidia, W. S. (2023). ETHNOMATHEMATICS IN STRUCTURE AND CARVING PATTERNS OF. 4(2), 132–148.

[34] Massarwe, K., Verner, I., & Bshouty, D. (2016). Ethnomathematics and multicultural education: Analysis and Construction of Geometric Ornaments. Journal of Mathematics & Culture, 4, 344–360.

[35] Mayer, R. E. (2014). The Cambridge Handbook of Multimedia Learning (edisi terbaru). Cambridge University Press.

[36] Mayer, R. E., & Fiorella, L. (2021). The Cambridge Handbook of Multimedia Learning. In Cambridge Handbooks in Psychology (3rd ed.). Cambridge University Press. https://doi.org/10.1017/9781108894333

[37] Moll, L. C., Amanti, C., Neff, D., & Gonzalez, N. (1992). Funds of knowledge for teaching: Using a qualitative approach to connect homes and classrooms. Theory Into Practice, 31(2), 132–141. https://doi.org/10.1080/00405849209543534

[38] NCTM. (2020). Standards for the Preparation of Secondary Mathematics Teachers. May.

[39] Nugraha, J. . (2019). Ethnomathematical review of Toraja ’ s typical carving design in geometry transformation learning Ethnomathematical review of Toraja ’ s typical carving design in geometry transformation learning. https://doi.org/10.1088/1742-6596/1280/4/042020

[40] O.E.C.D. (2023). PISA 2022 results (Volume I): The state of learning and equity in education. OECD Publishing. https://doi.org/10.1787/31e1fcb1-en

[41] Paas, F., & Renkl, A. (2003). Cognitive Load Theory and Instructional Design : Recent Developments. 38(1), 1–4.

[42] Paivio, A. (1986). Mental representations: A dual-coding approach. Oxford University Press.

[43] Prahmana, R. C. I., & D’Ambrosio, U. (2020). LEARNING GEOMETRY AND VALUES FROM PATTERNS : ETHNOMATHEMATICS ON THE BATIK PATTERNS OF YOGYAKARTA , INDONESIA. Journal on Mathematics Education, 11(3), 439–456.

[44] Rahmawati, E., Zulfiati, H. M., & Wijayanto, Z. (2025). Ethnomathematics Based on the Congklak Game as a Mathematics Learning Strategy to Improve the Social and Cultural Values of Elementary School Students. Journal of Basicedu, 9(4), 934–944. https://doi.org/10.31004/basicedu.v9i4.10041

[45] Ramirez, G., Shaw, S. T., Maloney, E. A., Ramirez, G., Shaw, S. T., Maloney, E. A., Anxiety, M., Ramirez, G., Shaw, S. T., & Maloney, E. A. (2018). Math Anxiety : Past Research , Promising Interventions , and a New Interpretation Framework Math Anxiety : Past Research , Promising Interventions , and a New Interpretation Framework. 1520. https://doi.org/10.1080/00461520.2018.1447384

[46] Roesdiana, L., & Juandi, D. (2024). Systematic Literature Review : Ethnomathematical Context of Batik Motifs in Mathematics Learning. SJME (Supremum Journal of Mathematics Education), 08(02), 335–345. https://doi.org/10.35706/sjme.v8i2.11370

[47] Rosa, M., & Orey, C. (2016a). Innovative Approaches in Ethnomathematics. In Current and Future Perspectives of Ethnomathematics as a Program. http://www.springer.com/series/14352

[48] Rosa, M., & Orey, D. C. (2021). An Ethnomathematical Perspective of STEM Education in a Glocalized World Uma Perspectiva Etnomatemática para a Educação STEM em um Mundo Glocalizado. Bolema Boletim de Educação Matemática, 840–876

[49] Rosa, M., & Orey, D. C. (2011). Ethnomathematics: The Cultural Aspects of Mathematics. Revista Latinoamericana de Etnomatemática, 4(2), 32–54.

[50] Rosa, M., & Orey, D. C. (2016b). State of the Art in Ethnomathematics. In M. Rosa, U. D’Ambrosio, D. C. Orey, L. Shirley, W. V Alangui, P. Palhares, & M. E. Gavarrete (Eds.), Current and future perspectives of ethnomathematics as a program (pp. 11–37). Springer. https://doi.org/10.1007/978-3-319-30120-4_3

[51] Rowlands, S., & Carson, R. (2002). Where would formal, academic mathematics stand in a curriculum informed by ethnomathematics? a critical review of ethnomathematics. Educational Studies in Mathematics, 1, 79–102. https://doi.org/10.1023/A:1020532926983

[52] Rozgonjuk, D., Kraav, T., Mikkor, K., Orav-puurand, K., & Täht, K. (2020). Mathematics anxiety among STEM and social sciences students : the roles of mathematics self-efficacy , and deep and surface approach to learning.

[53] Satriani, I., Emilia, E., & Gunawan, M. H. (2012). Contextual teaching and learning approach to teaching writing. Lndonaion Journol Af Applied Ungurstics, 2(1), 20.

[54] Sears, S. J. (2003). Introduction to Contextual Teaching and Learning. Phi Delta Kappa Educational Foundation.

[55] Swastiastu, O., Buddhaya, N., Education, K. K., Regulation, B., Education, M., Culture, K., Swastiastu, O., & Buddhaya, N. (2025). Performance Report of the Ministry of Education, Culture, Research, and Technology (Kemendikbudristek) in 2024.

[56] Sweller, J. (1988). Cognitive Load During Problem Solving : Effects on Learning. 285, 257–285. https://doi.org/10.1207/s15516709cog1202

[57] Sweller, J., Ayres, P., & Kalyuga, S. (2011). Cognitive Load Theory. Springer. https://doi.org/10.1007/978-1-4419-8126-4

[58] Sweller, J., Merriënboer, J. J. G., & Paas, F. (2019a). Cognitive Architecture and Instructional Design : 20 Years Later. Educational Psychology Review, 261–292. https://doi.org/10.1007/s10648-019-09465-5

[59] Sweller, J., Merriënboer, J. J. G., & Paas, F. (2019b). Cognitive Architecture and Instructional Design : 20 Years Later Content courtesy of Springer Nature , terms of use apply . Rights reserved . Content courtesy of Springer Nature , terms of use apply . Rights reserved . Educational Psychology Review, 261–292. https://doi.org/10.1007/s10648-019-09465-5

[60] Tandililing, E. (2013). The development of school mathematics learning with an ethnomathematics approach based on local culture as an effort to improve the quality of mathematics learning in schools. Proceedings of the National Seminar on Mathematics and Mathematics Education, 1992, 193–202.

[61] Turmuzi, M. (2022). Meta-analisis: Pengaruh Pembelajaran Berbasis etnomatematika Terhadap Hasil Belajar Matematika Siswa. Jurnal Pembelajaran Matematika Inovatif, 5(5), 1525–1534. https://doi.org/10.22460/jpmi.v5i5.1525-1534

[62] Ulya, H., Rahayu, R., Sa’dijah, C., Qohar, A., Ikhwan, M., & Saad, M. (2024). Designing Performance Assessment for Ethnomathematics Project-Based Learning to Assess University Students’ Mathematical Thinking Skills. JOURNAL OF MATHEMATICS AND NATURAL SCIENCES EDUCATION, 25(October), 1281–1296. https://doi.org/http://dx.doi.org/10.23960/jpmipa/v25i3.pp1281-1296

[63] Van Gog, T., & Paas, F. (2008). Instructional Efficiency: Revisiting the Original Construct in Educational Research. Educational Psychologist, 43(1), 16–26. https://doi.org/10.1080/00461520701756248

[64] van Merriënboer, J. J. G., & Ayres, P. (2005). Research on cognitive load theory and its design implications for e-learning. Educational Technology Research and Development, 53(3), 5–13. https://doi.org/10.1007/BF02504793

[65] van Merriënboer, J. J. G., Clark, R. E., & de Croock, M. B. M. (2002). Blueprints for complex learning: The 4C/ID-model. Educational Technology Research and Development, 50(2), 39–61. https://doi.org/10.1007/BF02504993

[66] van Merriënboer, J. J. G., & Kester, L. (2005). The Four-Component Instructional Design Model : Multimedia Principles in Environments for Complex Learning. In R. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (pp. 71–94). Cambridge University Press. https://doi.org/10.1017/CBO9780511816819.006

[67] Virijai, F., Indonesia, P., Malikussaleh, U., & Utara, A. (2025). The Merdeka Curriculum and P5: A Review of Teachers’ Understanding and Students’ Experiences 1. Journal of Educational Vehicles, 12(1), 123-140, J, 12(1), 123–140.

[68] Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes.

[69] Waralangi, A. D., Kho, R., Tandililing, P., Sirampun, E., & Marthinus, Y. (2025). Ethnomathematics Exploration of Carvings in Asei Community Houses as a Source of School Mathematics Learning. JUPE: Journal of Mandala Education, 10(2), 651–657.

[70] Widada, W., Herawaty, D., & Lubis, A. N. M. T. (2018). Realistic mathematics learning based on the ethnomathematics in Bengkulu to improve students ’ cognitive level Realistic mathematics learning based on the ethnomathematics in Bengkulu to improve students ’ cognitive level. Journal of Physics Conference Series 1088:012028. https://doi.org/10.1088/1742-6596/1088/1/012028

[71] Yeo, L., & Tzeng, Y.-T. (2019). Tracing Effect in the Worked Examples-based Learning : An Exploration of Individual Differences in Working Memory Capacity. Eurasia Journal of Mathematics, 15(10).

[72] Yolanda, F. O., & Putra, A. (2022). Systematic Literature Review: An Ethnomathematical Exploration of Batik Motifs. Prima Magistra: Scientific Journal of Education, 3 (April), 188–195. https://doi.org/https://doi.org/10.37478/jpm.v3i2.1533

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2026-05-07

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The Role of Ethnomathematics and the Contextual Teaching and Learning Approach in Managing Students’ Cognitive Load. (2026). Proceeding International Conference on Multidisciplinary Engagement, 1(1), 340-353. https://prosiding.gerakanedukasi.com/index.php/income/article/view/102

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