Epistemological Obstacles in Solving PISA Adapted Problems on System of Linear Equations In Two Variables

Yunia Jumita Ningrum, Dadan Dasari, Sufyani Prabawanto

Abstract


This study aims to identify and analyze the epistemological obstacles encountered by junior high school students when solving PISA-based mathematical literacy problems on the topic of System of Linear Equations in Two Variables (SLETV), viewed from the perspective of PISA competency levels. The research seeks to contribute to the development of more effective mathematics instruction. This study is deemed essential because epistemological obstacles can hinder students' ability to apply mathematical concepts in real-world contexts an ability that is central to international assessments such as PISA. A qualitative approach was employed through Didactical Design Research (DDR), involving 23 ninth-grade students. Data were collected through a written test consisting of a mathematical literacy problem adapted from PISA items, and supported by interviews and classroom observations. The data were analyzed using qualitative descriptive methods, focusing on students’ thinking processes and emerging error patterns. The findings reveal that students encounter various epistemological obstacles across all PISA competency levels (1b to 6), such as conceptual misconceptions, procedural errors, and difficulties in translating contextual information. At the lower levels (1b–3), students struggled to formulate basic algebraic models and perform arithmetic operations. At the higher levels (4–6), they experienced challenges in handling complex calculations, verifying solutions, and applying reasoning in abstract or multi-step situations. These obstacles stem from fragmented prior knowledge, limited exposure to contextual problems, and a lack of reflective habits. This study highlights the importance of integrating authentic real-world problems, providing systematic scaffolding, and fostering continuous self-verification practices in instructional design. The findings offer practical insights for developing targeted pedagogical interventions to enhance students' mathematical literacy and better prepare them to tackle SLETV problems in contexts similar to those featured in PISA.

Keywords


Epistemological Obstacle; Mathematical Literacy; SPLDV; PISA Adapted Problems.

Full Text:

DOWNLOAD [PDF]

References


Afriliziana, L. A., & Kartini, K. (2021). Analysis of Students’ Ability to Understand Mathematics Concepts for Class VIII SMP/MTS. (Jiml) Journal of Innovative Mathematics Learning, 4(2), 49–62. https://doi.org/10.22460/jiml.v4i2.p49-62

Amelia, D. S., & Khotimah, R. P. (2025). Analysis of students’ mathematical literacy ability in solving SPLDV questions oriented to PISA change and relationship content. AIP Conference Proceedings, 3142, Article 020005. https://doi.org/10.1063/5.0262138

Andrews, P., & Öhman, S. (2019). Swedish upper secondary students’ understanding of linear equations: An enigma? Acta Didactica Napocensia, 12(1), 117–130. https://doi.org/10.24193/adn.12.1.8

Assadi, N., & Hibi, W. (2022). The Impact of Using Real Life Situation in Solving Linear Equations by Seventh Graders. Journal of Educational and Social Research, 12(1), 51–68. https://doi.org/10.36941/jesr-2022-0006

Atuni, S. N. J., Setiawan, Y. E., Faradiba, S. S., Teeside, S. V. S., Zoker, E. M., & Santiago, P. V. da S. (2023). The Process of Students’ Mathematical Literacy in Solving System of Two Variables Linear Equation Based on Level of Ability. Numerical: Jurnal Matematika Dan Pendidikan Matematika, 7(2), 2023. https://doi.org/https://doi.org/10.25217/numerical.v7i2

Bakar, M. T., Suryadi, D., & Darhim, D. (2019). Learning obstacles on linear equations concept in junior high school students: analysis of intellectual need of DNR-based instructions. Journal of Physics: Conference Series, 1157, 032104. https://doi.org/10.1088/1742-6596/1157/3/032104

Brousseau, G. (2002). Theory of Didactical Situations in Mathematics. Kluwer Academic Publishers.

Dasaprawira, M. N., Zulkardi, & Susanti, E. (2019). Developing mathematics questions of Pisa type using Bangka context. Journal on Mathematics Education, 10(2), 303–314. https://doi.org/10.22342/jme.10.2.5366.303-314

Edo, S. I., & Tasik, W. F. (2022). Investigation of Students’ Algebraic Conceptual Understanding and The Ability to Solve PISA-Like Mathematics Problems in A Modeling Task. Mathematics Teaching-Research Journal, 14(2), 44–60. https://eric.ed.gov/?id=EJ1350638&utm_source=chatgpt.com

Elisya, N., Afgani Dahlan, J., & Yulianti, K. (2024). Epistemological Obstacles of Secondary School Students in Solving PISA-Standard Mathematical Literacy Problems Related to Functions. Jurnal Pendidikan MIPA, 25(4), 1771–1786. https://doi.org/10.23960/jpmipa/v25i4.pp1771-1786

Fatio, N. A., Fatimah, S., & Rosjanuardi, R. (2020). The analysis of students’ learning difficulties on system of linear equation in two variables topic. Journal of Physics: Conference Series, 1521(3), 032062. https://doi.org/10.1088/1742-6596/1521/3/032062

Genc, M., & Erbas, A. K. (2020). Exploring Secondary Mathematics Teachers’ Conceptions of the Barriers to Mathematical Literacy Development. International Journal for Mathematics Teaching and Learning, 21(2), 143–173. https://doi.org/10.4256/ijmtl.v21i2.181

Gusnardi, & Muda, I. (2019). Educational institution performance measurement based on miles and huberman models using balanced scorecard approach. Quality - Access to Success, 20(170), 32–41. https://www.researchgate.net/publication/333249520_Educational_institution_performance_measurement_based_on_miles_and_huberman_models_using_balanced_scorecard_approach

Haara, F. O., Bolstad, O. H., & S.Jenssen, E. (2017). Resea arch on mathema m atical lite eracy in schools s - Aim , ap pproach and attent tion. European Journal of Science and Mathemaics Education, 5(3), 285–313. https://eric.ed.gov/?id=EJ1149942

Ikeda, T. (2015). Applying PISA Ideas to Classroom Teaching of Mathematical Modelling. In Assessing Mathematical Literacy (pp. 221–238). Springer International Publishing. https://doi.org/10.1007/978-3-319-10121-7_11

Jannah, F. L., Aminah, N., Pramuditya, S. A., Rosita, C. D., & Noto, M. S. (2023). Analysis of Learning Obstacles for Junior High School Students in Understanding SPLDV Concepts. Journal Focus Action of Research Mathematic (Factor M), 6(2), 143–162. https://doi.org/10.30762/f_m.v6i2.1862

Jupri, A., & Drijvers, P. (2016). Student Difficulties in Mathematizing Word Problems in Algebra. EURASIA Journal of Mathematics, Science and Technology Education, 12(9). https://doi.org/10.12973/eurasia.2016.1299a

Kabael, T. U., & Baran, A. A. (2023). An Investigation of Mathematics Teachers’ Conceptions of Mathematical Literacy Related to Participation in a Web-Based PISA Course. Bartın Üniversitesi Eğitim Fakültesi Dergisi, 12(2), 315–324. https://doi.org/10.14686/buefad.1053557

Kemendikbudristek. (2022). Surat Keputusan Kepala Badan Standar, Kurikulum dan Asesmen Pendidikan Kemendikbudristek Nomor: /008/H/KR/2022 tentang Capaian Pembelajaran pada PAUD, Jenjang Pendidikan Dasar, dan Jenjang Pendidikan Menengah pada Kurikulum Merdeka. In Kemendikbudristek.

Loh, K. H., & Lim, Y. P. (2021). Exploring the Relationship Between Learners’ Uncertainty Level and Learning Performance in an Authentic Problem-Based Learning Environment (pp. 179–198). https://doi.org/10.4018/978-1-7998-6445-5.ch010

Maarif, S., Setiarini, R. N., & Nurafni, N. (2020). Hambatan Epistimologis Siswa dalam Menyelesaikan Masalah Sistem Persamaan Linear Dua Variabel. Jurnal Didaktik Matematika, 7(1), 72–89. https://doi.org/10.24815/jdm.v7i1.15234

Mahmud, M. R., Turmudi, T., Sopandi, W., Rohimah, S. M., & Pratiwi, I. M. (2023). Learning obstacles analysis of lowest common multiple and greatest common factor in primary school. Jurnal Elemen, 9(2), 440–449. https://doi.org/10.29408/jel.v9i2.12359

Manoy, J. T., & Purbaningrum, M. (2021). Mathematical Literacy Based on Ethnomathematics of Batik Sidoarjo. Jurnal Didaktik Matematika, 8(2), 160–174. https://doi.org/10.24815/jdm.v8i2.21644

Murniasih, T. R., Sa’dijah, C., Muksar, M., & Susiswo. (2020). Fraction sense: An analysis of preservice mathematics teachers’ cognitive obstacles. Center for Educational Policy Studies Journal, 10(2), 27–47. https://doi.org/10.26529/cepsj.742

Nugroho, W., Kholid, M. N., Noprisa, N., Utami, R. T., & Salamah, S. (2024). Defragmenting mathematical literacy in solving system of two-variable linear equations (STLE). AIP Conference Proceedings, 2926(1).

Nurhayati, R., & Retnowati, E. (2019). An Analysis of Errors in Solving Limits of Algebraic Function. Journal of Physics: Conference Series, 1320(1), 012034. https://doi.org/10.1088/1742-6596/1320/1/012034

OECD. (2022). Pisa 2022 Mathematics Framework (Draft). OECD Publishing, November 2018.

OECD. (2023). PISA 2022 Assessment and Analytical Framework (pp. 1–289). OECD Publishing. https://doi.org/https://www.oecd.org/en/publications/pisa-2022-assessment-and-analytical-framework_dfe0bf9c-en.html

Oktiningrum, W., Zulkardi, & Hartono, Y. (2016). Developing PISA-like mathematics task with Indonesia natural and cultural heritage as context to assess students’ mathematical literacy. Journal on Mathematics Education, 7(1), 1–8. https://doi.org/10.22342/jme.7.1.2812.1-8

Pathuddin, Hamidah, D., Panggalo, S., Hakim, Z. A., Suwardin, M., Bakri, & Awuy, E. (2024). Students’ Polya problem solving skills on system of linear equations with two variables based on mathematical ability. AIP Conference Proceedings, 3046(1), Article 020018. https://doi.org/10.1063/5.0194577

Pradini, W., & Winarsih, W. (2020). Analysis of junior high school students difficulty in solving linear equation in two variables word problem. AIP Conference Proceedings, 2215, Article 060021. https://doi.org/10.1063/5.0000550

Prayitno, A., & Dwi Widayanti, F. (2021). Cognitive map: strategies for tracking error patterns in mathematics proof. Journal of Physics: Conference Series, 1940(1), 012108. https://doi.org/10.1088/1742-6596/1940/1/012108

Pulungan, R. R., & Suhendra. (2019). Analysis of student’s misconception in solving system of linear equation in two variables. Journal of Physics: Conference Series, 1157(4). https://doi.org/10.1088/1742-6596/1157/4/042113

Purba, B., & Nurlaelah, E. (2023). Student Error Analysis in Learning System of Three Variable Linear Equations With Castolen Procedure. AIP Conference Proceedings, 090038. https://doi.org/10.1063/5.0175316

Putri, A. G. E., & Wutsqa, D. U. (2019). Students’ Mathematical Connection Ability in Solving Real-world Problems. Journal of Physics: Conference Series, 1320(1), 012066. https://doi.org/10.1088/1742-6596/1320/1/012066

Qetrani, S., Ouailal, S., & Achtaich, N. (2021). Enhancing Students’ Conceptual and Procedural Knowledge Using A New Teaching Approach of Linear Equations Based on the Equivalence Concept. Eurasia Journal of Mathematics, Science and Technology Education, 17(7), em1978. https://doi.org/10.29333/ejmste/10938

Rahmadiani, R., Alfisyahra, R., Lefrida, R., & Pathuddin, P. (2024). Concept Understanding Students on the Material of Two-Variables Linear Equation System in Terms of Mathematics Ability. Prisma Sains : Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika Dan IPA IKIP Mataram, 12(1), 160–171. https://doi.org/10.33394/j-ps.v12i1.10532

Ratu, N., Waluya, S. B., & Dewi, N. R. (2024). Error Analysis of Prospective Teacher Students in Solving the System of Linear Equations. AIP Conference Proceedings, 020034. https://doi.org/10.1063/5.0194553

Rudi, R., Suryadi, D., & Rosjanuardi, R. (2022). Didactical Transposition within Reflective Practice of an Indonesian Mathematics Teacher Community: A Case in Proving the Pythagorean Theorem Topic. Southeast Asian Mathematics Education Journal, 12(1), 65–80. https://doi.org/10.46517/seamej.v12i1.132

Santoso, T., Nafis, H. L. H., & Oktama, M. Y. (2019). Analyzing Students’ Error in Problem Solving of Two-Variable Linear Equation System: A Case Study of Grade Eight Students of Indonesian Junior High School. International Journal of Learning, Teaching and Educational Research, 18(11), 283–296. https://doi.org/10.26803/ijlter.18.11.17

Sartika, N. S., Mustika, S. M., Sahrudin, A., Meika, I., Mauladaniyati, R., & Yunitasari, I. (2024). Learning obstacles in solving story problems on probability for vocational high school students. Jurnal Elemen, 10(1), 13–27. https://doi.org/10.29408/jel.v10i1.18348

She, H. C., Stacey, K., & Schmidt, W. H. (2018). Science and Mathematics Literacy: PISA for Better School Education. International Journal of Science and Mathematics Education, 16, 1–5. https://doi.org/10.1007/s10763-018-9911-1

Sidik, G. S., Suryadi, D., & Turmudi, T. (2021). Learning Obstacle on Addition and Subtraction of Primary School Students: Analysis of Algebraic Thinking. Education Research International, 2021. https://doi.org/10.1155/2021/5935179

Sosa-Nunez, G. (2022). Relationship Between Emissions Trading System and the 2030 Agenda for Sustainable Development (pp. 285–303). Springer International Publishing. https://doi.org/10.1007/978-3-030-82759-5_14

Stacey, K. (2015). The Real World and the Mathematical World. In Assessing Mathematical Literacy (pp. 57–84). Springer International Publishing. https://doi.org/10.1007/978-3-319-10121-7_3

Sugiyono. (2019). Metode Penelitian: Kuantitatif, Kualitatif, dan R&D. Alfabeta.

Sumbandari, A., Misdalina, M., & Fuadiah, N. F. (2022). Abstraksi Matematika Sebagai Epistemological Obstacles dalam Pemodelan Pembelajaran SPLDV di Sekolah Menengah. JNPM (Jurnal Nasional Pendidikan Matematika), 6(1), 69. https://doi.org/10.33603/jnpm.v6i1.5326

Sumirattana, S., Makanong, A., & Thipkong, S. (2017). Using realistic mathematics education and the DAPIC problem-solving process to enhance secondary school students’ mathematical literacy. Kasetsart Journal of Social Sciences, 38(3), 307–315. https://doi.org/10.1016/j.kjss.2016.06.001

Suryadi, D. (2013). Didactical design research (DDR) dalam pengembangan pembelajaran matematika. Prosiding Seminar Nasional Matematika dan Pendidikan Matematika, 1, 3–12. http://www.academia.edu/download/55599800/SEMNAS-PMAT-2013_Jurnal_Didi_Suryadi_DDR.pdf#page=13

Thomson, S., Hillman, K., & Bortoli, L. De. (2013). A Teacher’s Guide to PISA Mathematical Literacy. ACER Press. https://research.acer.edu.au/ozpisa/12

Untarti, R., & Kusuma, A. B. (2019). Error Identification in Problem Solving on Multivariable Calculus. Journal of Physics: Conference Series, 1188, 012064. https://doi.org/10.1088/1742-6596/1188/1/012064

Wahyuni, S., Noviani, J., Ismayanti, Saputra, E., Julia, Ismayanti, & Saputra, E. (2023). Analysis of High School Students’ Difficulties in the Material of Two Variable Linear Equation Systems. EL-Hadhary: Jurnal Penelitian Pendidikan Multidisiplin, 1(01), 39–51. https://doi.org/10.61693/elhadhary.vol101.2023.39-51

Wiyah, R. B., & Nurjanah. (2021). Error analysis in solving the linear equation system of three variables using Polya’s problem-solving steps. Journal of Physics: Conference Series, 1882(1). https://doi.org/10.1088/1742-6596/1882/1/012084

Zulfah, Z. (2017). Analisis kesalahan peserta didik pada materi persamaan linear dua variabel di kelas VIII MTs Negeri Sungai Tonang. Jurnal Cendekia: Jurnal Pendidikan Matematika, 1(1), 12–16. https://doi.org/10.31004/cendekia.v1i1.4




DOI: https://doi.org/10.31764/jtam.v9i4.31718

Refbacks

  • There are currently no refbacks.


Copyright (c) 2025 Yunia Jumita Ningrum, Dadan Dasari, Sufyani Prabawanto

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

_______________________________________________

JTAM already indexing:

                     


_______________________________________________

 

Creative Commons License

JTAM (Jurnal Teori dan Aplikasi Matematika) 
is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License

______________________________________________

_______________________________________________

_______________________________________________ 

JTAM (Jurnal Teori dan Aplikasi Matematika) Editorial Office: