ARTIFICIAL INTELLIGENCE AND DIGITAL INNOVATION IN MATHEMATICS EDUCATION FOR CRITICAL THINKING: A SYSTEMATIC LITERATURE REVIEW

Authors

  • Prismadian Amalia Putri Universitas Bengkulu
  • Naning Sutriningsih Universitas Muhammadiyah Pringsewu
  • Suminto Suminto Universitas Muhammadiyah Pringsewu

DOI:

https://doi.org/10.51878/academia.v6i2.10656

Keywords:

artificial intelligence, digital innovation, mathematics education, critical thinking, systematic literature review

Abstract

This study presents a systematic literature review on artificial intelligence and digital innovation in mathematics education for critical thinking. The review aimed to identify research trends, forms of implementation, major findings, and research gaps in the literature. The study employed a Systematic Literature Review design guided by the PRISMA framework. Data were collected from the Scopus database. The initial search yielded several hundred records, which were filtered based on publication years 2020–2025, English language, open access status, subject area Mathematics, and source type Journal. After the filtering and screening process, 25 articles were selected for the final synthesis. The findings show that the literature on critical thinking in mathematics education is broader than the literature directly addressing artificial intelligence. Most studies focused on pedagogical approaches such as inquiry-based learning, realistic mathematics education, proof, problem solving, and computational thinking, while only a limited number of studies explicitly examined AI or generative AI in mathematics education. The review indicates that artificial intelligence and digital innovation have strong potential to support critical thinking through interactive learning environments, AI-assisted problem solving, and digitally mediated instruction. However, their contribution depends heavily on pedagogical design, teacher mediation, and the extent to which technology supports genuine mathematical reasoning. The review concludes that the integration of artificial intelligence in mathematics education remains an emerging field and requires stronger empirical evidence, clearer conceptualization, and more context-sensitive implementation to enhance critical thinking effectively.

Downloads

Download data is not yet available.

References

Andersson, C. H., & Register, J. T. (2023). An examination of pre-service mathematics teachers’ ethical reasoning in big data with considerations of access to data. The Journal of Mathematical Behavior, 70, 101029. https://doi:10.1016/j.jmathb.2022.101029.

Azmi, N., Arif, S., Sofyan, H., & Oktavia, R. (2025). Bridging geometry and cultures for junior high school level: Rumoh Aceh design from a computational thinking perspective. Journal on Mathematics Education, 16(2), 383–406. doi:10.22342/jme.v16i2.pp383-406.

Bohlmann, N., & Benölken, R. (2020). Complex tasks: Potentials and pitfalls. Mathematics, 8(10), 1780. doi:10.3390/math8101780.

Bronkhorst, H., Roorda, G., Suhre, C. J. M., & Goedhart, M. (2020). Logical reasoning in formal and everyday reasoning tasks. International Journal of Science and Mathematics Education, 18, 1673–1694. https://doi:10.1007/s10763-019-10039-8.

Doz, D., Žakelj, A., & Coti?, M. (2025). Inquiry-based learning in Grade 9 mathematics: Assessing outcomes across Gagné’s taxonomy. Educational Studies in Mathematics, 120, 269–298. doi:10.1007/s10649-025-10417-w.

Gal, I., Grotlüschen, A., Tout, D., & Kaiser, G. (2020). Numeracy, adult education, and vulnerable adults: A critical view of a neglected field. ZDM – Mathematics Education, 52, 377–394. doi:10.1007/s11858-020-01155-9.

Geiger, V., Gal, I., & Graven, M. (2023). The connections between citizenship education and mathematics education. ZDM – Mathematics Education, 55, 923–940. doi:10.1007/s11858-023-01521-3.

Hattori, Y., Inoue, Y., Matsubara, K., Hakamata, R., & Hisadomi, Y. (2025). Enhancing critical thinking in mathematics education: A rubric for students’ social values. International Electronic Journal of Mathematics Education, 20(3), em0830. doi:10.29333/iejme/16186.

Isran, D., Susanta, A., Rahimah, D., & Syafri, F. S. (2025). Exploring mathematical proofs and solutions in higher education: A case study on real analysis. Jurnal Pendidikan Matematika, 19(1), 163–180. doi:10.22342/jpm.v19i1.pp163-180.

Jeong, J. S., & González-Gómez, D. (2021). Flipped-OCN method in mathematics learning to analyze the attitudes of pre-service teachers. Mathematics, 9(6), 607. doi:10.3390/math9060607.

Kacerja, S., & Julie, C. (2023). Values in preservice mathematics teachers’ discussions of the Body Mass Index: A critical perspective. The Journal of Mathematical Behavior, 70, 101035. doi:10.1016/j.jmathb.2023.101035.

Kwon, H., & Lee, Y. (2025). A meta-analysis of STEM project-based learning on creativity. STEM Education, 5(2), 275–290. doi:10.3934/steme.2025014.

Lestari, R., Prahmana, R. C. I., Chong, M. S. F., & Shahrill, M. (2023). Developing realistic mathematics education-based worksheets for improving students’ critical thinking skills. Infinity, 12(1), 69–84. doi:10.22460/infinity.v12i1.p69-84.

McGalliard, W., & Otten, S. (2025). AI responses to challenging problems and educator responses to AI availability. Digital Experiences in Mathematics Education, 11(2), 319–332. doi:10.1007/s40751-024-00167-4.

Monteleone, C., Miller, J., & Warren, E. (2023). Conceptualising critical mathematical thinking in young students. Mathematics Education Research Journal, 35, 339–359. doi:10.1007/s13394-023-00445-1.

Ncube, M., & Luneta, K. (2025). Concept-based instruction: Improving learner performance in mathematics through conceptual understanding. Pythagoras, 46(1), a815. doi:10.4102/pythagoras.v46i1.815. • Nichols, R. M. (2025). High ability, hidden gaps: Building quantitative reasoning amongst Singapore’s mathematically literate. Numeracy, 18(2), Article 1. doi:10.5038/1936-4660.18.2.1488.

Nursyahidah, F., Albab, I. U., & Rubowo, M. R. (2025). Designing learning trajectory on data distribution measurement through PMRI. Mathematics Education Journal, 19(3), 527–546. doi:10.22342/mej.v19i3.pp527-546.

Pavitola, L., & Rieksta, R. (2025). Critical thinking skills in mathematical proof tasks in the context of quality education: Case study. Eurasia Journal of Mathematics, Science and Technology Education, 21(8), em2678. doi:10.29333/ejmste/16659.

Pepin, B., Buchholtz, N., & Salinas-Hernández, U. (2025). A scoping survey of ChatGPT in mathematics education. Digital Experiences in Mathematics Education, 11(1), 9–41. doi:10.1007/s40751-025-00172-1.

Pokhrel, M., Sharma, L., Poudel, M. P., Sharma, L., & Luitel, S. (2024). Empowering students through a self-directed learning pedagogy in mathematics education. Communications on Applied Nonlinear Analysis, 31(1), 238–252. doi:10.52783/cana.v31.409.

Sari, Y. M., Fiangga, S., El Milla, Y. I., Shahrill, M., & Yanti, L. P. (2025). Prospective teachers’ iceberg designs in realistic mathematics education approach: Connecting mathematics and the SDGs. Journal on Mathematics Education, 16(3), 981–1000. doi:10.22342/jme.v16i3.pp981-1000.

Trisnani, N., Retnawati, H., & Wuryandani, W. (2024). Challenges of Indonesian elementary school mathematics teachers in integrating critical thinking into the classroom. Journal on Mathematics Education, 15(3), 905–924. doi:10.22342/jme.v15i3.pp905-924.

Utami, A. M., & Pramudiani, P. (2024). Exploring students’ critical thinking skills in geometry through the context of Betawi culture: Damdas 3 Batu game. Jurnal Pendidikan Matematika, 18(3), 469–484. doi:10.22342/jpm.v18i3.pp469-484.

Yunianto, W., Lavicza, Z., Kastner-Hauler, O., & Houghton, T. (2024). Investigating the use of ChatGPT to solve a GeoGebra based mathematics+computational thinking task in a geometry topic. Journal on Mathematics Education, 15(3), 1027–1052. doi:10.22342/jme.v15i3.pp1027-1052.

Downloads

Published

2026-05-13

How to Cite

Putri, P. A., Sutriningsih, N., & Suminto, S. (2026). ARTIFICIAL INTELLIGENCE AND DIGITAL INNOVATION IN MATHEMATICS EDUCATION FOR CRITICAL THINKING: A SYSTEMATIC LITERATURE REVIEW. ACADEMIA: Jurnal Inovasi Riset Akademik, 6(2), 269–290. https://doi.org/10.51878/academia.v6i2.10656

Issue

Section

Articles

Similar Articles

1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.