Exploring the Role of ChatGPT in Enhancing Students’ Mathematical Creative Thinking in Geometry Learning: A Qualitative Case Study

Authors

DOI:

https://doi.org/10.31980/mosharafa.v15i1.3567

Keywords:

ChatGPT, Berpikir kreatif matematis, pembelajaran geometri, studi kasus kualitatif, mathematical creative thinking, geometry learning, qualitative case study

Abstract

Pikiran kreatif merupakan kompetensi kunci dalam pembelajaran geometri, yang sering melibatkan pemecahan masalah yang tidak rutin dan secara visual kompleks, namun banyak siswa mengalami kesulitan dalam mengembangkan strategi pemecahan masalah. Peningkatan penggunaan kecerdasan buatan generatif seperti ChatGPT menawarkan peluang pedagogis baru, namun perannya dalam mendukung pemikiran kreatif matematis masih belum jelas. Studi ini bertujuan untuk mengkaji bagaimana keterkaitan pembelajaran yang didukung ChatGPT terhadap pemikiran kreatif matematis siswa dalam geometri dan menganalisis karakteristik pemecahan masalah siswa saat didukung oleh AI. Studi kasus kualitatif dilakukan dengan 29 siswa kelas tujuh dari SMP di Kampar. Data dikumpulkan melalui Tes Kemampuan Berpikir Kreatif Matematika dengan empat soal geometri non-rutin, observasi kelas, dan analisis tanggapan tertulis siswa, yang dievaluasi menggunakan indikator berpikir kreatif matematika. Temuan menunjukkan bahwa berpikir kreatif siswa berada pada tingkat sedang, dengan ChatGPT paling efektif dalam mendukung elaborasi, sementara fleksibilitas dan orisinalitas tetap relatif lemah. Kesalahan utama terjadi pada tahap keterampilan transformasi dan proses, terutama dalam tugas visual-spasial. ChatGPT berfungsi sebagai scaffolding prosedural dan elaboratif rather than katalisator untuk pemikiran divergen, menyoroti kebutuhan akan integrasi AI yang terarah dan reflektif dalam pembelajaran geometri.

Creative thinking is a key competency in geometry learning, which often involves solving non-routine and visually complex problems, yet many students struggle to develop problem-solving strategies. The increased use of generative artificial intelligence such as ChatGPT offers new pedagogical opportunities, but its role in supporting mathematical creative thinking remains unclear. This study aims to examine how ChatGPT-supported learning relates to students' mathematical creative thinking in geometry and to analyse the characteristics of students' problem solving when supported by AI. A qualitative case study was conducted with 29 seventh-grade students from a secondary school in Kampar. Data were collected through a Mathematical Creative Thinking Ability Test with four non-routine geometry questions, classroom observations, and analysis of students' written responses, which were evaluated using indicators of mathematical creative thinking. Findings indicate that students' creative thinking is at a moderate level, with ChatGPT most effective in supporting elaboration, while flexibility and originality remain relatively weak. The main errors occurred at the transformation and process skill stages, especially in visual-spatial tasks. ChatGPT functioned as procedural and elaborative scaffolding rather than a catalyst for divergent thinking, highlighting the need for targeted and reflective AI integration in geometry learning.

References

Aiken, L. R. (1985). Three Coefficients for Analyzing the Reliability and Validity of Ratings. Educational and Psychological Measurement, 45(1), 131–142. https://doi.org/10.1177/0013164485451012

Al-Emran, M. (2024). Unleashing the role of ChatGPT in Metaverse learning environments: opportunities, challenges, and future research agendas. Interactive Learning Environments. https://doi.org/10.1080/10494820.2024.2324326

Alvarez, J. I. (2024). Evaluating The Impact Of AI–Powered Tutors MathGPT and Flexi 2.0 In Enhancing Calculus Learning. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 8(2), 495–508. https://doi.org/10.22437/jiituj.v8i2.34809

Arista, A., Shuib, L., & Ismail, M. A. (2023). A Glimpse of chatGPT: An Introduction of Features, Challenges, and Threads in Higher Education. 2023 International Conference on Informatics, Multimedia, Cyber and Informations System (ICIMCIS), 694–698. https://doi.org/10.1109/ICIMCIS60089.2023.10349057

Baidoo-Anu, D., & Owusu Ansah, L. (2023). Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning. Journal of AI, 7(1). https://doi.org/10.61969/jai.1337500

Bhattacharya, K., Bhattacharya, A. S., Bhattacharya, N., Yagnik, V. D., Garg, P., & Kumar, S. (2023). ChatGPT in Surgical Practice—a New Kid on the Block. Indian Journal of Surgery, 85(6), 1346–1349. https://doi.org/10.1007/s12262-023-03727-x

Çakıroğlu, Ü., & Yıldırım, M. (2024). Exploring students’ mathematical thinking skills in educational robotics activities. Thinking Skills and Creativity, 53, 1–13. https://doi.org/10.1016/j.tsc.2024.101595

Canonigo, A. M. (2024). Levering AI to Enhance Students’ Conceptual Understanding and Confidence In Mathematics. Journal of Computer Assisted Learning, 40(6), 3215–3229. https://doi.org/10.1111/jcal.13065

Cassidy, R., Pisac, A., & Loussouarn, C. (2013). Qualitative Research in Gambling. Qualitative Research in Gambling. https://doi.org/10.4324/9780203718872

Fineldi, R. J., Hidayati, K., & Atmaja, F. L. (2025). A case study: Analysis of students mathematical creative thinking ability derived from their self-efficacy. AIP Conference Proceedings. 140001. https://doi.org/10.1063/5.0133713

Giannos, P., & Delardas, O. (2023). Performance of ChatGPT on UK Standardized Admission Tests: Insights from the BMAT, TMUA, LNAT, and TSA Examinations. JMIR Medical Education, 9. https://doi.org/10.2196/47737

Groeneveld, W., Luyten, L., Vennekens, J., & Aerts, K. (2023). Students’ and professionals’ perceived creativity in software engineering: a comparative study. European Journal of Engineering Education, 48(6), 1351–1368. https://doi.org/10.1080/03043797.2023.2294126

Gunawan, Waluya, S. B., & Dewi, N. R. (2022). Analysis of students mathematical creative thinking ability in terms of self confidence in complex variable function courses. AIP Conference Proceedings, 2577. https://doi.org/10.1063/5.0096061

Habib, S., Vogel, T., Anli, X., & Thorne, E. (2024). How does generative artificial intelligence impact student creativity? Journal of Creativity, 34(1), 100072. https://doi.org/10.1016/j.yjoc.2023.100072

Jupri, A., & Hidayat, A. S. (2022). Problem-solving Approach and Its Impact on Creative Thinking Ability of Prospective Mathematics Teachers. Mathematics Education Journal, 16(3), 257–268. https://doi.org/10.22342/jpm.16.3.17820.257-268

Kaitharath, M. F., K. N., S., & P. S., A. (2024). Generative AI and Its Impact on Creative Thinking Abilities in Higher Education Institutions. Impacts of Generative AI on Creativity in Higher Education (pp. 143–180). https://doi.org/10.4018/979-8-3693-2418-9.ch006

Kikalishvili, S. (2024). Unlocking the potential of GPT-3 in education: opportunities, limitations, and recommendations for effective integration. Interactive Learning Environments, 32(9), 5587–5599. https://doi.org/10.1080/10494820.2023.2220401

Miles, M. B., & Huberman, A. M. (1994). Qualitative Data Analysis: An Expanded Sourcebook. SAGE Publications.

Mohammad, B., Supti, T., Alzubaidi, M., Shah, H., Alam, T., Shah, Z., & Househ, M. (2023). The Pros and Cons of Using ChatGPT in Medical Education: A Scoping Review. Studies in Health Technology and Informatics, 305. https://doi.org/10.3233/SHTI230580

Nassaji, H. (2015). Qualitative and descriptive research: Data type versus data analysis. In Language Teaching Research (Vol. 19, Number 2, pp. 129–132). SAGE Publications Ltd. https://doi.org/10.1177/1362168815572747

Qawqzeh, Y. (2024). Exploring the Influence of Student Interaction with ChatGPT on Critical Thinking, Problem Solving, and Creativity. International Journal of Information and Education Technology, 14(4), 596–601. https://doi.org/10.18178/ijiet.2024.14.4.2082

Redifer, J. L., Bae, C. L., & Zhao, Q. (2021). Self-efficacy and performance feedback: Impacts on cognitive load during creative thinking. Learning and Instruction, 71, 101395. https://doi.org/10.1016/j.learninstruc.2020.101395

Rospigliosi, P. ‘asher’. (2023). Artificial intelligence in teaching and learning: what questions should we ask of ChatGPT? Interactive Learning Environments, 31(1), 1–3. https://doi.org/10.1080/10494820.2023.2180191

Suherman, S., & Vidákovich, T. (2024). Relationship between ethnic identity, attitude, and mathematical creative thinking among secondary school students. Thinking Skills and Creativity, 51. https://doi.org/10.1016/j.tsc.2023.101448

Thomas, A., Duggal, H. K., Khatri, P., & Corvello, V. (2024). ChatGPT appropriation: A catalyst for creative performance, innovation orientation, and agile leadership. Technology in Society, 78, 102619. https://doi.org/10.1016/j.techsoc.2024.102619

Toma, R. B., & Yánez-Pérez, I. (2024). Effects of ChatGPT use on undergraduate students’ creativity: a threat to creative thinking? Discover Artificial Intelligence, 4(1), 74. https://doi.org/10.1007/s44163-024-00172-x

Yin, R. K. (2013). Case study research: Design and methods. Applied Social Research Methods Series, 18(2). https://doi.org/10.1097/00001610-199503000-00004

Downloads

Published

2026-01-31

How to Cite

Fineldi, R. J., Jupri, A., & Khatami, M. (2026). Exploring the Role of ChatGPT in Enhancing Students’ Mathematical Creative Thinking in Geometry Learning: A Qualitative Case Study. Mosharafa: Jurnal Pendidikan Matematika, 15(1), 149–164. https://doi.org/10.31980/mosharafa.v15i1.3567

Issue

Section

Articles

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

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