Creative Thinking in Solving Non-Routine Mathematical Problems Through the Creative Problem Solving-Treffinger Model

Authors

  • Buaddin Hasan STKIP PGRI Bangkalan
  • Anis Farida Jamil Universitas Muhammadiyah Malang
  • Arief Budi Wicaksono Universitas Tidar

DOI:

https://doi.org/10.22437/edumatica.v16i1.50278

Keywords:

creative problem solving, creative thinking, non-routine problems

Abstract

This study analyzes students’ creative thinking processes in solving non-routine mathematical problems using Treffinger’s Creative Problem Solving (CPS) stages. The subjects included students with high, medium, and low mathematical abilities. Data were collected through worksheet analysis, visual representations, mathematical work, and semi-structured interviews, then analyzed using data condensation, display, and conclusion drawing. Researchers use time triangulation to validate the data. The findings show that creative thinking develops in stages and differs by ability level. High-ability students complete all CPS stages optimally, demonstrating deep understanding, flexible and original strategies, and reflective evaluation, with all creativity indicators (fluency, flexibility, originality, and elaboration) consistently emerging. Medium-ability students show a developing but unstable process; they can understand problems and generate ideas, but remain limited in strategy variation and evaluation. Low-ability students exhibit procedural thinking, marked by misconceptions, incomplete representations, minimal idea exploration, and a lack of evaluation. Overall, the CPS-Treffinger model is effective in fostering creative thinking but requires adaptation to students’ ability levels. Teachers should design non-routine problem-based learning that encourages idea exploration, multiple representations, and reflective thinking to support the development of mathematical creativity.

Downloads

Download data is not yet available.

References

Agustina, T. R., Kismiantini, K., & Radite, R. (2024). The Effect of Mathematical Problem-Solving Ability and Mathematics Self- Concept on Learning Achievement. 11(1), 27–40.

Amabile, T. M., Conti, R., Coon, H., Lazenby, J., Herron, M., Academy, T., & Oct, N. (2007). Assessing the Work Environment for Creativity. 39(5), 1154–1184.

Bergqvist, E. (2007). Types of reasoning required in university exams in mathematics. Journal of Mathematical Behavior, 26(4), 348–370. https://doi.org/10.1016/j.jmathb.2007.11.001

Bruder, R., & Jurado, U. M. (1969). Problem Solving in Mathematics Education. https://doi.org/10.1007/978-3-319-40730-2

Cai, J. (2017). An Analysis of Problem-Posing Tasks in Chinese and US Elementary Mathematics Textbooks. 1521–1540. https://doi.org/10.1007/s10763-016-9758-2

Chang, F.-R. (2010). How to Solve it. In Stochastic Optimization in Continuous Time. https://doi.org/10.1017/cbo9780511616747.007

Clements, D. H., & Sarama, J. (2011). Early childhood teacher education : the case of geometry. February, 133–148. https://doi.org/10.1007/s10857-011-9173-0

Csikszentmihalyi, J. M. (1996). A Longitudinal Exploration of Flow and Intrinsic Motivation in Adolescents Joel M . Hektner University of Chicago Paper presented at the Annual Meeting of the American Educational Research Association , April ,.

Date, P. U. B., & Type, P. U. B. (1997). Document resume (Number 7).

Guilford, J. P. (n.d.). University of Southern California. 444–454.

Handbook of Research on the Psychology of Mathematics Education Past, Present and Future. (n.d.).

Hasan, B., & Juniati, D. (2025). The Influence of Working Memory Capacity and Mathematical Anxiety on the Creative Reasoning of Prospective Mathematics Teachers. 17(3), 154–177.

Hendriana, H., Johanto, T., & Sumarmo, U. (2018). The Role of Problem-Based Learning to Improve Students’ Mathematical Problem-Solving Ability. 9(2), 291–299.

Hershkowitz, R., Tabach, M., & Dreyfus, T. (2017). Creative reasoning and shifts of knowledge in the mathematics classroom. ZDM - Mathematics Education, 49(1), 25–36. https://doi.org/10.1007/s11858-016-0816-6

Holyoak, K. (2005). The Cambridge Handbook of Thinking and Reasoning. http://books.google.com/books?hl=fr&lr=&id=znbkHaC8QeMC&pgis=1

Jaarsveld, S., Lachmann, T., & van Leeuwen, C. (2012). Creative reasoning across developmental levels: Convergence and divergence in problem creation. Intelligence, 40(2), 172–188. https://doi.org/10.1016/j.intell.2012.01.002

Kirisci, N., Sak, U., & Karabacak, F. (2020). The effectiveness of the selective problem solving model on students ’ mathematical creativity : A Solomon four-group research. Thinking Skills and Creativity, 38(May), 100719. https://doi.org/10.1016/j.tsc.2020.100719

Leikin, R. (2013). Evaluating mathematical creativity : The interplay between multiplicity and. 55(4), 385–400.

Leung, S. S., & Silver, E. A. (1997). The Role of Task Format , Mathematics Knowledge , and Creative Thinking on the Arithmetic Problem Posing of Prospective Elementary School Teachers. 9(1), 5–24.

Lithner, J. (2006). A framework for analysing creative and imitative mathematical reasoning. Educational studies in mathematics, 67, 255–276.

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

Miles, J. (2014). Tolerance and Variance Inflation Factor. Wiley StatsRef: Statistics Reference Online, 1–2. https://doi.org/10.1002/9781118445112.stat06593

Mumford, M. D., Waples, E. P., Antes, A. L., Brown, R. P., Connelly, S., Murphy, S. T., & Devenport, L. D. (2011). NIH Public Access. 22(1), 74–89. https://doi.org/10.1080/10400410903579619.Creativity

OECD. (2023). PISA 2022 Results (Volume II): Learning During – and From – Disruption. In OECD Publishing: Vol II. https://www.oecd-ilibrary.org/education/pisa-2022-results-volume-ii_a97db61c-en

Plucker, J. A., & Makel, M. C. (1970). of Creativity.

Problems, M. (2022). Jurnal Pendidikan MIPA. 23(March), 67–77.

Putri, O. R. U., Susiswo, Hidayanto, E., & Slamet. (2023). Problem-solving: Growth of Students’ Mathematical Understanding in Producing Original Solutions. Mathematics Teaching-Research Journal, 15(3), 168–189.

Runco, M. A., & Jaeger, G. J. (2012). The Standard Definition of Creativity. 24(1), 92–96. https://doi.org/10.1080/10400419.2012.650092

Sadler-smith, E., & Sadler-smith, E. (2016). Wallas ’ four-stage model of the creative process : More than meets the eye ? Wallas ’ four -stage model of the creative process : More than meets the eye ? Address for Correspondence.

Schoenfeld, A. H. (1982). Expert and Novice Mathematical Problem Solving. Journal for Research in Mathematics Education, 13(1), 31–49. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.879.4394&rep=rep1&type=pdf#page=81

Schoenfeld, A. H. (1985). Making sense of “out loud” problem-solving protocols. The Journal of Mathematical Behavior, 4(February), 171–191. http://search.ebscohost.com/login.aspx?direct=true&db=psyh&AN=1986-28488-001&site=eds-live

Shabani, K. (2010). Vygotsky ’ s Zone of Proximal Development : Instructional Implications and Teachers ’ Professional Development. 3(4), 237–248.

Sriraman, B. (2004). The Characteristics of Mathematical Creativity. 14(1), 19–34.

Sternberg, R. J. (1997). The concept of intelligence and its role in life long learning and success. American Psychologist, 52, 1030-1037. https://doi:10.1037/0003-066X.52.10.1030

Stylianides, G. J. (2007). Learning Mathematics with Understanding : A Critical Consideration of the Learning Principle in the Principles and Standards for School Mathematics Let us know how access to this document benefits you . 4(1).

Stylianou, D. A. (2013). An Examination of Connections in Mathematical Processes in Students ’ Problem Solving : Connections between Representing and Justifying. 2(2), 23–35. https://doi.org/10.5539/jel.v2n2p23

Torrance, E. P. (1973). Retooling Education for Creative Talent : How Goes It ?

Torrance, E. P. (2009). Theory Into Practice. November 2014, 37–41. https://doi.org/10.1080/00405846609542020

Treffi, D. J. (2007). Creative Problem Solving ( CPS ): Powerful Tools for Managing Change and Developing Talent. 22(2).

Treffinger, D. J. (1995). Creative Problem Solving : Overview and Educational Implications. 7(3), 301–312.

Treffinger, D. J., & Isaksen, S. G. (2005). Gifted Child Quarterly The History , Development , and Implications for Gifted Education and Talent Development Creative Problem Solving : https://doi.org/10.1177/001698620504900407

Treffinger, D. J., Selby, E. C., & Isaksen, S. G. (2007). Understanding individual problem-solving style : A key to learning and applying creative problem solving ☆. https://doi.org/10.1016/j.lindif.2007.11.007

Valverde, D., Thornhill-miller, B., & Lubart, T. (2020). Creativity : A key concept in guidance and career counselling. https://doi.org/10.1177/1477971420903736

Yuli, T., & Siswono, E. (2011). Level of student ’ s creative thinking in classroom mathematics. 6(July), 548–553.

Downloads

Published

2026-04-30

How to Cite

Hasan, B., Jamil, A. F., & Wicaksono, A. B. (2026). Creative Thinking in Solving Non-Routine Mathematical Problems Through the Creative Problem Solving-Treffinger Model. Edumatica : Jurnal Pendidikan Matematika, 16(1), 123–140. https://doi.org/10.22437/edumatica.v16i1.50278