Algebraic Thinking and Algebraic Reasoning in School Mathematics: A Systematic Literature Review Based on the Pirie–Kieren Theory
DOI:
https://doi.org/10.15642/jrpm.2026.11.1.15-36Keywords:
Pirie–Kieren theory, Algebraic reasoning, Mathematical thinking, EducationAbstract
Algebraic thinking and algebraic reasoning are core competencies in mathematics education; however, students often exhibit procedural skills without adequate conceptual understanding. This study aims to synthesize empirical research on algebraic thinking and algebraic reasoning through the lens of the Pirie–Kieren theory of conceptual understanding. A Systematic Literature Review (SLR) was conducted using a structured and transparent protocol. Articles were collected from Google Scholar and Scopus databases using the keywords algebraic thinking and algebraic reasoning, covering publications from 2018 to 2026. From an initial pool of 400 articles, 32 empirical studies met the inclusion criteria and were analyzed using thematic coding. The findings show that algebraic thinking primarily develops in the early to intermediate layers of understanding, namely Primitive Knowing, Image Making, Image Having, and Property Noticing. In contrast, algebraic reasoning is more dominant in advanced layers, including Formalising, Observing, and Structuring. Students’ difficulties in algebra, such as errors in symbolization, limited generalization, and weak justification, reflect transitions between layers and frequently involve folding back processes. This study concludes that the Pirie–Kieren framework provides a coherent and dynamic perspective for integrating algebraic thinking and reasoning, with implications for designing algebra instruction that emphasizes conceptual growth and reflective learning.
Downloads
References
Acharya, B. R (2017). Factors Affecting Difficulties in Learning Mathematics by Mathematics Learners. International Journal of Elementary Education, 6(2), 8. https://doi.org/10.11648/j.ijeedu.20170602.11
Adelia, D., & Rosyidi, A. H. (2025). Berpikir Aljabar Siswa dalam Menyelesaikan Masalah Tebak Bilangan Menggunakan Microsoft Excel. Jurnal MATHEdunesa. https://ejournal.unesa.ac.id/index.php/mathedunesa/article/view/62857
Asih, A., Rohman, N. N., & Utami, A. D. U. A. D. (2020). Profil Lapisan Pemahaman Konsep Barisan dan Deret Berdasar Teori Piere Kieren pada Siswa Kelas VIII SMP Muhammadiyah 2 Bojonegoro. Jurnal Inovasi Pembelajaran Matematika (JIPM), 2(1), 12-34. https://10.36379/jipm.v2i1.125
Authary, N. (2019). Pelevelan Penalaran Aljabar Siswa Dalam Memecahkan Masalah Matematika Berbasis Taksonomi Structure Of The Observed Learning Outcome (SOLO). Numeracy, 6(2), 274–282. https://ejournal.bbg.ac.id/numeracy/article/view/487
Ayu, Y. A., Kurniati, Y., Fauziah, A., & Kurnia, R. A. (2021). Analisis Kemampuan Komunikasi Matematis Siswa Sekolah Dasar Dalam Menyelesaikan Soal Cerita Menerapkan Teori Pirie Kieren. ISEJ: Indonesian Science Education Journal. 2(2), 90–99.
Azahra, A. M., & Masriyah, M. (2022). Berpikir Aljabar Siswa dalam Menyelesaikan Masalah Ditinjau dari Gaya Blajar Visual, Auditori, dan Kinestetik. Jurnal MATHEdunesa, 11(3), 744–753. https://doi.org/10.26740/mathedunesa.v11n3.p744-753
Basir, M. A., & Aminudin, M. (2020). Pengembangan buku teks matematika berbasis investigasi untuk meningkatkan penalaran aljabar. Journal of Medives: Journal of Mathematics Education, 4(1), 53–62. https://doi.org/10.31331/medivesveteran.v4i1.1016.
Deviana, D. R., & Prihatnani, E. (2018). Pengembangan Media Monopoli Matematika pada Materi Peluang untuk Siswa SMP. JRPM (Jurnal Review Pembelajaran Matematika), 3(2), 114–131. https://doi.org/10.15642/jrpm.2018.3.2.114-131
Dewi, M. R., Zayyadi, M., & Irawati, S. (2025). Pemahaman Konsep Bentuk Aljabar Siswa SMP Berdasarkan Teori Pirie-Kieren Ditinjau dari Jenis Kelamin. Jurnal Ilmiah Matematika (JIMAT), 6(2), 903–914.
Donuata, I. G., & Pratama, F. W. (2021). Lapisan pemahaman konsep mahasiswa calon guru matematika dalam menyelesaikan soal logaritma. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(3), 1541–1553.
Eriksson, H. (2021). Algebraic and fractional thinking in collective mathematical reasoning. Educational Studies in Mathematics, 108(3), 473–491. https://doi.org/10.1007/s10649-021-10044-1
Fadilah, D. A. N., Nurhayati, E., & Hermanto, R. (2024). Students’ Layer of Mathematical Understanding on the Material of Linear Equation One Variable in Terms of Self-Directed Learning. International Journal of Applied Learning and Research in Algebra. https://journals.eduped.org/index.php/Algebra/article/view/1236
Huitzilopochtli, S. (2022). Multilingual Students’ Arguments in Early Algebra: Writing, Refining, and Revising through Conferencing. In book: illuminating and Advancing the Path for Mathematical Writing Research, 291-315.
Humaidi, A. (2021). Analisis Miskonsepsi berpikir aljabar menurut teori Kieran: Penelitian kualitatif di kelas VIII SMP IT AL-HUDA Cilamaya Wetan. UIN Sunan Gunung Djati Bandung, skripsi tidak dipublikasikan. https://digilib.uinsgd.ac.id/42619/
Indraswari, N. F., & Zakiyah, S. (2020a). Identifikasi Penalaran Aljabar Mahasiswa dalam Menyelesaikan Masalah Relasi Rekursif Menggunakan Alat Peraga Menara Hanoi Ditinjau Dari Gaya Belajar. BAREKENG: Jurnal Ilmu Matematika dan Terapan, 14(4), 565–574. https://doi.org/10.30598/barekengvol14iss4pp565-574
Indraswari, N. F., & Zakiyah, S. (2020b). Identifikasi Penalaran Aljabar Mahasiswa Dalam Menyelesaikan Masalah Relasi Rekursif Menggunakan Alat Peraga Menara Hanoi Ditinjau Dari Gaya Belajar. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 14(4), 565–574. https://doi.org/10.30598/barekengvol14iss4pp565-574
Kieran, C. (2004). Algebraic Thinking in the Early Grades : What Is It?. Mathematics Educator, 8(1), 139–151.
Kilpatrick, J. (2020). History of research in mathematics education. Encyclopedia of Mathematics Education. 01 January 2020, pp. 349-353. https://doi.org/10.1007/978-3-030-15789-0_71
Levin, M. (2022). Seeds of algebraic thinking: a Knowledge in Pieces perspective on the development of algebraic thinking. ZDM - The International Journal on Mathematics Education, 54(6), 1303–1314. https://doi.org/10.1007/s11858-022-01374-2
Lithner, J. (2008). A Research Framework For Creative And Imitative Reasoning. Educational Studies in Mathematics, 67(3), 255–276. https://doi.org/10.1007/s10649-007-9104-2
Maass, K., Geiger, V., Ariza, M. R., & Goos, M. (2019). The role of mathematics in interdisciplinary STEM education. ZDM: The International Journal on Mathematics Education. 5(1), 1-16. https://doi.org/10.1007/s11858-019-01100-5
Martin, D. B. (2018). Mathematics learning and participation as racialized forms of experience: African American parents speak on the struggle for mathematics literacy. Urban Parents Perspectives Children’S Math. Mtl V8#3. 197-229. https://doi.org/10.4324/9780203764152-2
Minggi, I., & Talib, A. (2021). Students’ mathematical reasoning ability in solving TIMSS cognitive domain on Algebraic based on students’ thinking style. ARRUS Journal of Mathematics and Applied Science, 1(1), 52–61. https://doi.org/10.35877/mathscience553
Misbahuddin, M., & Nur, F. (2019). Analisis Keterampilan Berpikir Aljabar Siswa Kelas VIII MTs. Al Asma: Journal of Islamic Education, 1(2), 76–88. https://journal3.uin-alauddin.ac.id/index.php/alasma/article/view/11162
Muliawati, N. E. (2020). Lapisan Pemahaman Mahasiswa Calon Guru Matematika Dengan Tipe Middle Ability Dalam Menyelesaikan Soal Pembuktian Grup Berdasarkan Teori Pirie-Kieren. 8(2), 157–164. https://doi.org/10.25273/jems.v8i2.7592
Munthe, R. T. I., & Hakim, D. L. (2022). Analisis Kemampuan Berpikir Aljabar Siswa SMP Dalam Menyelesaikan Masalah Sistem Persamaan Linear Dua Variabel (SPLDV). PRISMA. 11(2), 371–383. https://doi.org/10.35194/jp.v11i2.2388
Musyrifah, E., Nurasiah, D., & Hafiz, M. (2023). Meningkatkan Kemampuan Berpikir Aljabar Siswa Dengan Pendekatan Realistic Mathematics Education (RME). ALGORITMA: Journal of Mathematics Education, 5(1), 13–25. http://journal.uinjkt.ac.id/index.php/algoritma/article/view/32581
Nissa, A. D. A., & Mahmudi, A. (2022). Analisis Kemampuan Penalaran Aljabar Siswa dengan model pembelajaran masalah (PBL) dalam menyelesaikan masalah matematika. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(2), 1400–1410. http://dx.doi.org/10.24127/ajpm.v11i2.4835
Nurussofa, R., & Santosa, C. (2024). Analisis Pemahaman dan Folding Back Siswa Menurut Teori Pirie Kieren pada Konsep Deret Aritmetika. Kognitif: Jurnal Riset HOTS Pendidikan Matematika. 4(4), 1608-1625. https://doi.org/10.51574/kognitif.v4i4.2323.
Obara, S. (2019). Pre-service teachers exploring the role of pattern-based reasoning in the context of algebraic thinking. Eurasia Journal of Mathematics, Science and Technology Education, 15(11), 1–16. https://doi.org/10.29333/ejmste/109262
Pearn, C. (2022). Algebraic reasoning in years 5 and 6: classifying its emergence and progression using reverse fraction tasks. ZDM - The International Journal on Mathematics Education, 54(6), 1257–1271. https://doi.org/10.1007/s11858-022-01426-7
Pirie, S. (2000). The role of collecting in the growth of mathematical understanding. Mathematics Education Research Journal, 12(2), 127–146. https://doi.org/10.1007/BF03217080
Pirie, S., & Kieren, T. (1994). Growth in mathematical understanding: How can we characterise it and how can we represent it? Educational Studies in Mathematics, 26(2), 165–190.
Pourdavood, B. R. (2020). The impact of mental computation on children’s mathematical communication, problem solving, reasoning, and algebraic thinking. Athens Journal of Education, 7(3), 241–254. https://doi.org/10.30958/aje.7-3-1
Puji, A., Sari, I., & Wintarti, A. (2023). Lapisan Pemahaman dan Folding Back Siswa dalam Menyelesaikan Masalah Matematika Ditinjau dari Adversity Quotient. Edukasia Jurnal Pendidikan dan Pembelajaran. 4(2), 2337–2342.
Rochma, N. A., Suwanti, V., Ika, Y., & Pranyata, P. (2023). Analisis Kemampuan Pemahaman Konsep Siswa dalam Menyelesaikan Masalah Perbandingan Berdasarkan Teori Pirie-Kieren (An analysis of Students ’ Understand Concepts Ability in Solving Proportion Problems Based on Pirie-Kieren Theory ). JMPM: Jurnal Matematika dan Pendidikan Matematika. 8(2), 100–113.
Sa’adah, M., Susiswo, S., & Parta, I. N. (2020). Profil folding back siswa dalam menyelesaikan soal cerita. Jurnal Kajian Dan Pembelajaran Matematika. 4(2), 1-8. https://core.ac.uk/download/pdf/354311155.pdf
Sagala, V. (2017). Profil Lapisan Pemahaman Konsep Turunan Fungsi dan Folding Back Mahasiswa Calon Guru Matematika Berdasarkan Gender. Jurnal Ilmiah Soulmath: Jurnal Edukasi Matematika. 4(5), 232- 243. https://ejournal.unitomo.ac.id/index.php/mipa/article/view/230/0
Sari, D. P., & Fiantika, F. R. (2018). A Students Algebraic Thinking Processed in Mathematic Problem Solving at Low Mathematic Ability Student Based on Quantitative Reasoning Ability. Edumatika : Jurnal Riset Pendidikan Matematika, 1(2), 29. https://doi.org/10.32939/ejrpm.v1i2.224
Sari, N. P. N., Fuad, Y., & Ekawati, R. (2020). Profil Berpikir Aljabar Siswa SMP Dalam Menyelesaikan Masalah Pola Bilangan. Kreano, Jurnal Matematika Kreatif-Inovatif, 11(1), 56–63. http://dx.doi.org/10.15294/kreano.v11i1.22525
Sermatan, E., Fahinu, F., & Zamsir, Z. (2018). Peningkatan Kemampuan Penalaran Aljabar Siswa Melalui Problem Based Learning Dan Konvensional Pada Siswa Madrasah Tsanawiah. Jurnal Pendidikan Matematika, 9(1), 53–62.
Sun, S. (2023). The Developmental Progression of Early Algebraic Thinking of Elementary School Students. Journal of Intelligence, 11(12), 1–19. https://doi.org/10.3390/jintelligence11120222
Thoyyibah, R., & Susanti, E. (2024). Investigasi Kemampuan Berpikir Aljabar Siswa dalam Pemecahan Masalah Matematika. Jurnal Analisa, 10(1), 53–63. https://journal.uinsgd.ac.id/index.php/analisa/article/view/30022
Utami, T. L. (2021). Karakteristik Kemampuan Menyajikan Konsep Dalam Berbagai Bentuk Representasi Matematis Pada Siswa SMP Berdasarkan Teori Pirie dan Kieren. JEMS: Jurnal Edukasi Matematika dan Sains. 9(1), 28–40. https://doi.org/10.25273/jems.v9i1.8580
Wilkerson, T. L., Eddy, C. M., & ... (2018). Development and validation of the algebra teachers’ self‐efficacy instrument: Assessment of algebra teachers’ knowledge and personal teaching efficacy. School Science and Mathematics. 118(6). 206-217. https://doi.org/10.1111/ssm.12291
Wilkie, K. J. (2024). Coordinating visual and algebraic reasoning with quadratic functions. Mathematics Education Research Journal, 36(1), 33–69. https://doi.org/10.1007/s13394-022-00426-w
Yunarti, T., & Amanda, A. (2022). Pentingnya kemampuan numerasi bagi siswa. Seminar Nasional Pembelajaran Matematika, Sains dan Teknologi. 2(1), 44-48. http://e-jurnal.fkip.unila.ac.id/index.php/SINAPMASAGI/article/view/92
Yusrina, S. L, & Masriyah. (2019). Profil Berpikir Aljabar Siswa dalam Memecahkan Masalah Matematika Kontekstual Ditinjau dari Kemampuan Matematika. Jurnal Mathedunesa. 8(3), 472–479.
Yusrina, S. L. (2019). Profil Berpikir Aljabar Siswa SMP dalam Memecahkan Masalah Matematika Kontekstual Ditinjau dari Kemampuan Matematika. Jurnal Ilmiah Pendidikan Matematika Volume. https://core.ac.uk/download/pdf/230667869.pdf
Zahro, A. T. A., Fitria, F. N., Maulidiyah, I. F., & Mufidah, M. N., Arrifadah, A., Indarwati, T.Y. (2024). Penalaran Aljabar Siswa Dalam Menyelesaikan Masalah Sistem Persamaan Linear Berdasarkan Gaya Belajar Kognitif. Jurnal Hasil Penelitian dan Pengembangan. 2(2), 51–56. https://jurnalcendekia.id/index.php/jhpp/article/view/366
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Rida Larasanti, Siswanto, Rubono Setiawan

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







