Enhancing Students' Problem-Solving Skills through Ethnomathematics-Based Geometry Learning with an Android Mobile Application
DOI:
https://doi.org/10.38114/riemann.v8i1.182Keywords:
Android, Ethnomathematics, M-Learning, Problem-Solving Abilities, Quasi-ExperimentalAbstract
Despite the growing integration of technology in mathematics education, research on mobile learning platforms embedding local cultural contexts—particularly ethnomathematics—remains limited at the junior secondary level in Indonesia. Mathematical problem-solving ability remains a persistent challenge among students, necessitating Android-based learning media as a more engaging instructional solution. This investigation examined the extent to which an Android-based interactive mobile learning (m-learning) platform, integrated with ethnomathematics derived from Pontianak's local culture. A quasi-experimental posttest-only control-group design was adopted for this purpose. From nine classes at SMP Negeri 2 Pontianak, 60 participants were selected via cluster random sampling—30 in the experimental group receiving m-learning instruction and 30 in the comparison group receiving instruction without m-learning. Assessment of mathematical problem-solving capacity was conducted through a descriptive test comprising three items structured around Polya's four-stage indicators, with empirically established validity coefficients ranging from 0.94 to 0.96 and a reliability coefficient of 0.78. Statistical examination involved a one-tailed independent samples t-test for group comparison, supplemented by Cohen's d for effect size quantification. Findings revealed that learners exposed to m-learning instruction demonstrated substantially superior mathematical problem-solving performance compared to their counterparts in the conventional group (mean = 84.67 vs 72.63; p < 0.05), with a large effect magnitude (Cohen's d = 1.3). These outcomes affirm that the ethnomathematics-embedded Android-based m-learning platform constitutes an efficacious and educationally meaningful intervention for cultivating students' mathematical problem-solving proficiency. Nevertheless, further research on a broader scale is warranted to enhance the generalizability of these findings, along with the incorporation of a pretest to more rigorously assess gains and establish stronger causal evidence of the intervention's effectiveness.
Downloads
References
Abdullah, A. H., Fadil, S. S., Rahman, S. N. S. A., Tahir, L. M., & Hamzah, M. H. (2019). Emerging patterns and problems of higher-order thinking skills (HOTS) mathematical problem-solving in the Form-three assessment (PT3). South African Journal of Education, 39(2), 1–18. https://doi.org/10.15700/saje.v39n2a1552 DOI: https://doi.org/10.15700/saje.v39n2a1552
Abdulrahim, N. A., & Orosco, M. J. (2020). Culturally responsive mathematics teaching: A research synthesis. The Urban Review, 52(1), 1–25. DOI: https://doi.org/10.1007/s11256-019-00509-2
Amalina, I. K., & Vidákovich, T. (2023). Cognitive and socioeconomic factors that influence the mathematical problem-solving skills of students. Heliyon, 9(9), e19539. https://doi.org/10.1016/j.heliyon.2023.e19539 DOI: https://doi.org/10.1016/j.heliyon.2023.e19539
Andang, Sowanto, & Hadi, A. M. (2025). Integrating ethnomathematics into digital learning materials to enhance junior high school students’ geometry problem solving skills. Multidisciplinary Science Journal, 8(5). DOI: https://doi.org/10.31893/multiscience.2026327
Choirudin, C., Lubis, M., & Masuwd, M. A. (2025). Enhancing High School Students’ Mathematical Problem-Solving Skills through Interactive Media: A Classroom Action Research Approach. Journal of Teaching and Learning Mathematics, 2(2), 104–121. https://doi.org/10.22219/jtlm.v2i2.31685 DOI: https://doi.org/10.22219/jtlm.v2i2.31685
Engelbrecht, J., & Borba, M. C. (2024). Recent developments in using digital technology in mathematics education. ZDM – Mathematics Education, 56(2), 281–292. https://doi.org/10.1007/s11858-023-01530-2 DOI: https://doi.org/10.1007/s11858-023-01530-2
Fabian, K., Topping, K. J., & Barron, I. G. (2018). Using mobile technologies for mathematics: Effects on student attitudes and achievement. Educational Technology Research and Development, 66(5), 1119–1139. https://doi.org/10.1007/s11423-018-9580-3 DOI: https://doi.org/10.1007/s11423-018-9580-3
Fahmi, A. I. K., & Qohar, A. (2023). Development of android-based m-learning applications on the topic of similarity. 040003. https://doi.org/10.1063/5.0112230 DOI: https://doi.org/10.1063/5.0112230
Gbormittah, D., Yarkwah, C., Osiakwan, J. K., & Adom, G. (2025). Culturally responsive pedagogy model integration in mathematics education: Perceptions and practices among Ghanaian teachers. Social Sciences & Humanities Open, 12, 102036. DOI: https://doi.org/10.1016/j.ssaho.2025.102036
Güler, M., Bütüner, S. Ö., Danişman, Ş., & Gürsoy, K. (2022). A meta-analysis of the impact of mobile learning on mathematics achievement. Education and Information Technologies, 27(2), 1725–1745. https://doi.org/10.1007/s10639-021-10640-x DOI: https://doi.org/10.1007/s10639-021-10640-x
Günay, K., & Takunyaci, M. (2023). Examining the Effect of Teaching with Ethnomathematics on Students’ Problem-Solving Skills on Transformation Geometry. Journal of Interdisciplinary Education: Theory and Practice, 5(2), 86–106. https://doi.org/10.47157/jietp.1384160 DOI: https://doi.org/10.47157/jietp.1384160
Hodiyanto. (2017). Hubungan kemampuan pemecahan masalah matematis dan kemampuan koneksi matematis dengan prestasi belajar mahasiswa. Jurnal Pendidikan Informatika Dan Sains, 6(2), 208–218.
Hodiyanto, H., Aprida, V., Hartono, H., Susanti, G., & Kyeremeh, P. (2026). Development of Ethnomathematics-Integrated Android Learning Media for Enhancing Problem-Solving Skills in Secondary Geometry Learning. Journal of Research and Advances in Mathematics Education, In Press.
Hodiyanto, H., Darma, Y., & Putra, S. R. S. (2020). Pengembangan Media Pembelajaran Berbasis Macromedia Flash Bermuatan Problem Posing terhadap Kemampuan Pemecahan Masalah Matematis. Mosharafa: Jurnal Pendidikan Matematika, 9(2), 323–334. https://doi.org/10.31980/mosharafa.v9i2.652 DOI: https://doi.org/10.31980/mosharafa.v9i2.652
Hodiyanto, H., & Firdaus, M. (2020). The Self Regulated Learning, Habit of Mind, And Creativity as High Order Thinking Skills Predictors. AKSIOMA: Jurnal Program Studi Pendidikan Matematika. https://doi.org/10.24127/ajpm.v9i1.2589 DOI: https://doi.org/10.24127/ajpm.v9i1.2589
Kurikulum, B. S., & Pendidikan, A. (2022). Capaian Pembelajaran Mata Pelajaran Matematika Fase A-Fase F (Vol. 21). Kementrian Pendidikan Dan Kebudayaan Riset Dan Teknologi Republik Indonesia.
Lakens, D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs. Frontiers in Psychology, 4, 62627. DOI: https://doi.org/10.3389/fpsyg.2013.00863
Lubis, A. N. M. T., Widada, W., Herawaty, D., Nugroho, K. U. Z., & Anggoro, A. F. D. (2021). The ability to solve mathematical problems through realistic mathematics learning based on ethnomathematics. Journal of Physics: Conference Series, 1731(1), 012050. https://doi.org/10.1088/1742-6596/1731/1/012050 DOI: https://doi.org/10.1088/1742-6596/1731/1/012050
Mohamad Salam, La Ndia, La Misu, Jafar Jafar, Suhar Suhar, & Hasnawati Hasnawati. (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 DOI: https://doi.org/10.30574/wjarr.2024.21.3.0846
Murtiyasa, B., Jannah, I. M., & Rejeki, S. (2020). Designing mathematics learning media based on mobile learning for ten graders of vocational high school. Universal Journal of Educational Research, 8(11), 5637–5647. https://doi.org/10.13189/ujer.2020.081168 DOI: https://doi.org/10.13189/ujer.2020.081168
Naveed, Q. N., Choudhary, H., Ahmad, N., Alqahtani, J., & Qahmash, A. I. (2023). Mobile Learning in Higher Education: A Systematic Literature Review. Sustainability, 15(18), 13566. https://doi.org/10.3390/su151813566 DOI: https://doi.org/10.3390/su151813566
Novitasari, F., & Walid, W. (2022). Development of Android-Based Linear Program Teaching Materials with an Ethnomatematics Approach to Improve Students’ Mathematical Problem Solving Ability. Unnes Journal of Mathematics Education, 11(1), 1–11. https://doi.org/10.15294/ujme.v11i1.55806 DOI: https://doi.org/10.15294/ujme.v11i1.55806
Nugraheni, L. P., & Marsigit, M. (2021). Realistic mathematics education: An approach to improve problem solving ability in primary school. Journal of Education and Learning (EduLearn), 15(4), 511–518. https://doi.org/10.11591/edulearn.v15i4.19354 DOI: https://doi.org/10.11591/edulearn.v15i4.19354
Nur, A. S., Waluya, S. B., Rochmad, R., & Wardono, W. (2020). Contextual learning with Ethnomathematics in enhancing the problem solving based on thinking levels. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 331–344. https://doi.org/10.23917/jramathedu.v5i3.11679 DOI: https://doi.org/10.23917/jramathedu.v5i3.11679
Olivares, D., Lupiáñez, J. L., & Segovia, I. (2021). Roles and characteristics of problem solving in the mathematics curriculum: A review. International Journal of Mathematical Education in Science and Technology, 52(7), 1079–1096. https://doi.org/10.1080/0020739X.2020.1738579 DOI: https://doi.org/10.1080/0020739X.2020.1738579
Poçan, S., Altay, B., & Yaşaroğlu, C. (2023). The Effects of Mobile Technology on Learning Performance and Motivation in Mathematics Education. Education and Information Technologies, 28(1), 683–712. https://doi.org/10.1007/s10639-022-11166-6 DOI: https://doi.org/10.1007/s10639-022-11166-6
Polya, G. (2014). How to solve it: A new aspect of mathematical method. Princeton University Press. DOI: https://doi.org/10.2307/j.ctvc773pk
Pratama, R. A., & Afriani, R. (2025). The effect of ethnomathematics-based learning on students’ mathematical problem-solving skills in Indonesia: A meta-analysis study. SN Social Sciences, 5(11), 204. https://doi.org/10.1007/s43545-025-01235-1 DOI: https://doi.org/10.1007/s43545-025-01235-1
Qazi, A., Qazi, J., Naseer, K., Hasan, N., Hardaker, G., & Bao, D. (2024). M-Learning in education during COVID-19: A systematic review of sentiment, challenges, and opportunities. Heliyon, 10(12), e32638. https://doi.org/10.1016/j.heliyon.2024.e32638 DOI: https://doi.org/10.1016/j.heliyon.2024.e32638
Rakes, C. R., Ronau, R. N., Bush, S. B., Driskell, S. O., Niess, M. L., & Pugalee, D. K. (2020). Mathematics achievement and orientation: A systematic review and meta-analysis of education technology. Educational Research Review, 31, 100337. https://doi.org/10.1016/j.edurev.2020.100337 DOI: https://doi.org/10.1016/j.edurev.2020.100337
Risnawati, Amir, Z., & Wahyuningsih, D. (2018). The Development of Educational Game as Instructional Media to Facilitate Students’ Capabilities in Mathematical Problem Solving. Journal of Physics: Conference Series, 1028(1), 0–7. https://doi.org/10.1088/1742-6596/1028/1/012130 DOI: https://doi.org/10.1088/1742-6596/1028/1/012130
Rosa, M., & Orey, O. (2016). Humanizing mathematics through ethnomodelling. Journal of Humanistic Mathematics. DOI: https://doi.org/10.5642/jhummath.201602.03
Safrudiannur, & Rott, B. (2019). The different mathematics performances in PISA 2012 and a curricula comparison: Enriching the comparison by an analysis of the role of problem solving in intended learning processes. Mathematics Education Research Journal, 31(2), 175–195. https://doi.org/10.1007/s13394-018-0248-4 DOI: https://doi.org/10.1007/s13394-018-0248-4
Salemeh, Z., & Etchells, M. J. (2016). A case study: Sources of difficulties in solving word problems in an international private school. Electronic International Journal of Education, Arts, and Science, 2(Special Issue), 149–163.
Sumaji, S., Widianingrum, E., Wanabuliandari, S., & Premprayoon, K. (2025). The effectiveness of problem-based learning assisted with the ethnomathematics-based Geocube e-module on problem-solving skills. JRAMathEdu (Journal of Research and Advances in Mathematics Education), 135–145. https://doi.org/10.23917/jramathedu.v10i3.3228 DOI: https://doi.org/10.23917/jramathedu.v10i3.3228
Sung, Y.-T., Chang, K.-E., & Liu, T.-C. (2016). The effects of integrating mobile devices with teaching and learning on students’ learning performance: A meta-analysis and research synthesis. Computers & Education, 94, 252–275. https://doi.org/10.1016/j.compedu.2015.11.008 DOI: https://doi.org/10.1016/j.compedu.2015.11.008
Villarin, J., Dolino, C., Fin, R., Miñoza, M. L., Ubay, R., & Kilag, O. K. (2024). Unlocking Mathematical Learning: Exploring Ethnomathematics’ Impact on Student Engagement, Conceptual Understanding, and Equity in Mathematics Education. International Multidisciplinary Journal of Research for Innovation, Sustainability, and Excellence (IMJRISE), 1(3), 157–163.
Wahyuni, R., Suwanto, F. R., Sthephani, A., & Ahyan, S. (2025). Students’ obstacles in solving algebra form problems viewed from mathematical problem-solving ability. Infinity Journal, 14(3), 587–606. https://doi.org/10.22460/infinity.v14i3.p587-606 DOI: https://doi.org/10.22460/infinity.v14i3.p587-606
Yani, A., Prihatin, I., Hodiyanto, H., & Sumiati, S. (2021). Android-Based Learning Media Design with Contextual Learning to Develop Problem-Solving Skills. Jurnal Didaktik Matematika, 8(2), 148–159. https://doi.org/10.24815/jdm.v8i2.18555 DOI: https://doi.org/10.24815/jdm.v8i2.18555
Yani, A., Susiaty, U. D., Agustami, A., & Hodiyanto, H. (2022). Integration of character education in android-based m-learning media on problem-solving ability. Jurnal Pendidikan Informatika Dan Sains, 11(2), 135–147. https://doi.org/10.31571/saintek.v11i2.4816 DOI: https://doi.org/10.31571/saintek.v11i2.4816
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Hodiyanto, Erna Setyaningsih, Buaddin Hasan, Markus Palobo, Rizki Kurniawan Rangkuti, Bidya Nath Koirala (Author)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.







