Systematic literature review: students' adaptive reasoning in mathematics learning

Authors

  • Tuti Hartati Universitas Pendidikan Indonesia
  • Sumanang Muhtar Gozali Universitas Pendidikan Indonesia

DOI:

https://doi.org/10.31629/jg.v10i1.7221

Keywords:

adaptive reasoning, mathematics learning, systematic literature review

Abstract

This study aims to examine trends in research methods used in articles related to students' adaptive reasoning abilities in mathematics learning from 2015 to 2024 and to describe the improvement of students' adaptive reasoning abilities. The method employed was a Systematic Literature Review (SLR) involving the identification, selection, evaluation, and data analysis of relevant articles. The reviewed articles were selected based on their relevance to students' adaptive reasoning, were published between 2015 and 2024, were sourced from Google Scholar, focused on junior high to senior/vocational high school levels, and were indexed in Sinta 1 to 3. Irrelevant articles published before 2015, not obtained from Google Scholar, outside the specified education levels, or published in proceedings and journals below Sinta 3 were excluded. Students' abilities increase by up to 82.7% with the use of Collaborative problem-solving-based tools and are very effective in improving students' adaptive reasoning abilities. This study emphasizes the importance of implementing innovative and adaptive teaching methods while considering individual student factors to enhance adaptive reasoning abilities in mathematics learning. These findings are expected to serve as a reference for educators in designing more effective teaching strategies.

Downloads

Download data is not yet available.

References

Afifah, d. S. N., syauqy, m., & nafian, m. I. (2023). Adaptive reasoning characteristics of vocational school students in solving mathematic problems. Al-ishlah: jurnal pendidikan, 15(3), 3028–3039. Https://doi.org/10.35445/alishlah.v15i3.3748

Ardiawan, y. (2018). Kemampuan penalaran adaptif siswa smp se-kota pontianak. 7(february), 176–185.

Bartell, t. G. (2020). Learning to teach mathematics for social justice: negotiating social justice and mathematical goals. Journal for research in mathematics education, 44(1), 129–163. Https://doi.org/10.5951/jresematheduc.44.1.0129

Boaler, j. (2016). Mathematical mindsets: unleashing students’ potential through creative math, inspiring messages and innovative teaching. Jossey-bass. Jossey-bass/wiley., 18(3), 317–320. Https://doi.org/10.1080/14794802.2016.1237374

Darmayanti, r., sugianto, r., & muhammad, y. (2022). Analysis of students’ adaptive reasoning ability in solving hots problems arithmetic sequences and series in terms of learning style. Numerical: jurnal matematika dan pendidikan matematika, 6, 73–90. Https://doi.org/10.25217/numerical.v6i1.2340

Fikriya, a., waluya, s. B., & sunarmi, s. (2018). The analysis of adaptive reasoning ability was reviewed from studentsâ€tm confidence in the ethnomathematics-based treffinger learning model. Unnes journal of mathematics education, 7(2), 100–107. Https://doi.org/10.15294/ujme.v7i2.24941

Hatano, g., & inagaki, k. (2017). Two courses of expertise. In h. Stevenson, h. Azuma, & k. Hakuta (eds.), child development and education in japan (pp. 262–272). New york: freeman. Nd education in japan, 2507(february), 262–272.

Ikram, f. Z., ahmad, a., & djadir, d. (2017). Perbandingan model pembelajaran berbasis masalah (pbm) dan model pembelajaran kooperatif berdasarkan kemampuan penalaran adaptif siswa. Jurnal nalar pendidikan, 5(2), 131–140.

Irawan, w. H. (2024). Analisis penalaran adaptif siswa dalam menyelesaikan soal literasi matematika terintegrasi islam ditinjau dari gaya kognitif. … dan pembelajaran matematika), 10(2), 408–417. Http://www.jurnal.stkippgritulungagung.ac.id/index.php/jp2m/article/view/6232

Kazemi, e. (2017). Learning to teach adaptive reasoning through lesson study. Journal of mathematics teacher education, 20(2), 123–145. Https://doi.org/10.1007/s10857-016-9350-6

Kemdikbud. (2016). Peraturan menteri pendidikan dan kebudayaan republik indonesia nomor 21 tahun 2016 tentang standar isi pendidikan dasar dan menengah. Jakarta: kementerian pendidikan dan kebudayaan., 1–168.

Kemdikbudristek, b. S. (2022). Panduan pembelajaran dan asesmen-kurikulum merdeka. Badan standar, kurikulum, dan asesmen pendidikan kementerian pendidikan, kebudayaan, riset, dan teknologi republik indonesia, 123.

Khotimah, k., supriani, y., & oktaviyanthi, r. (2022). Penelusuran pola asosiasi penalaran adaptif dengan algoritma apriori. Aksioma: jurnal program studi pendidikan matematika, 11(2), 1078. Https://doi.org/10.24127/ajpm.v11i2.4787

Kilpatrick, j., swafford, j., & findell, b. (2002). Adding it up: helping children learn mathematics. Washington,. In dc: national academy press. Https://doi.org/10.17226/10434

Leikin, r. (2021). Advancing research on mathematical creativity and giftedness. Zdm–mathematics education, 53, 45–56. Https://doi.org/10.1007/s11858-017-0836-x

Lesh, r., & zawojewski, j. S. (2017). Problem-solving and modeling. In f. K. Lester jr. (ed.), second handbook of research on mathematics teaching and learning. Second handbook of research on mathematics teaching and learning, 2507(february), 1–9.

Maharani, f. R., & rosyidi, a. H. (2018). Profil penalaran adaptif siswa dalam memecahakan masalah matematika berdasarkan gaya kognitif visualixer-verbalizer. Jurnal ilmiah pendidikan matematika mathedunesa, 7(2), 363–370.

Nctm. (2014). Principles to actions: ensuring mathematical success for all. National council of mathematics teachers, 75(17), 399–405.

Nopitasari, d. (2016). Pengaruh model pembelajaran creative problem solving (cps) terhadap kemampuan penalaran adaptif matematis siswa. M a t h l i n e : jurnal matematika dan pendidikan matematika, 1(2), 103–112. Https://doi.org/10.31943/mathline.v1i2.22

Nuraida, i. (2018). Penerapan pembelajaran matematika realistik untuk meningkatkan kemampuan adaptive reasoning siswa. Mosharafa: jurnal pendidikan matematika, 7(1), 25–32. Https://doi.org/10.31980/mosharafa.v7i1.471

Nurhayati, n., kusumah, y. S., & dadang juandi. (2024). Development of collaborative problem solving-based learning tools to improve mathematical adaptive reasoning skills universitas pendidikan indonesia, bandung, indonesia universitas kuningan, kuningan, indonesia abstrak the 2013 curriculum was developed. Aksioma: jurnal program studi pendidikan matematika, 13(3), 964–980.

Oecd. (2021). 21st-century readers: developing literacy skills in a digital world. Oecd publishing, 1–213. Https://doi.org/10.1787/a83d84cb-en

Pratiwi, i. R., novitasari, & elisa mayang sari. (2024). Kompetensi minimum dari segi penalaran adaptif [ profile of the numeracy ability of high school students in bangka in solving problems based on minimum competency assessment in terms of adaptive reasoning ]. Johme: journal of holistic mathematics education, 8(1), 86–100.

Putra, r. W. Y. (2016). Pembelajaran matematika dengan metode accelerated learning untuk meningkatkan kemampuan penalaran adaptif. Al-Jabar : Jurnal Pendidikan Matematika, 7(2), 211–220. https://doi.org/10.24042/ajpm.v7i2.36

Schoenfeld, A. H. (2015). How we think: a theory of goal-oriented decision making. Routledge, 2507(February), 1–9.

Star, J. R., & Rittle-Johnson, B. (2017). Flexibility in problem-solving: the case of equation solving. Learning and instruction, 18(6), 565–579. https://doi.org/10.1016/j.learninstruc.2007.09.018

Turner, E. E., Dominguez, H., Maldonado, L. A., & Empson, S. B. (2020). Learning to teach mathematics for social justice. Journal of Teacher Education, 71(3), 314–327.

Tzur, R. (2018). Adaptive reasoning: Beyond fluency and procedures in learning mathematics. In Mathematical Thinking and Learning, 20 (4)(February), 295–319. https://doi.org/10.1080/10986065.2018.1524383

Verschaffel, L., Van Dooren, W., & Star, J. R. (2020). Toward a more comprehensive conceptualization of adaptive expertise in mathematics education. ZDM Mathematics Education, 52 (1)(February), 1–10. https://doi.org/10.1007/s11858-020-01148-w

Watson, A., & Mason, J. (2017). Taken-as-shared: mathematical tasks in teacher education. Journal of Mathematics Teacher Education, 10(4–6), 205–215.

Downloads

Published

2025-05-31