Local instructional theory STEM: Integrating the context of football into parabola learning to support prospective teachers’ flexibility

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Tika Dwi Nopriyanti
Zulkardi Zulkardi
Ratu Ilma Indra Putri
Nyimas Aisyah

Abstract

Mathematics learning for prospective teachers frequently emphasizes procedural proficiency, while the development of mathematical flexibility, particularly the ability to shift representations and adapt problem-solving strategies, remains underdeveloped. This limitation is often associated with learning designs that insufficiently integrate STEM perspectives and meaningful real-world contexts. To address this issue, this study aims to develop a STEM-based Local Instructional Theory (LIT) using a football context to strengthen the mathematical flexibility of prospective mathematics teachers. The research employed a design research approach, a validation study type, conducted in two main phases: a pilot experiment and a teaching experiment. The learning design was iteratively refined through continuous reflection between the Hypothetical Learning Trajectory (HLT) and the Actual Learning Trajectory (ALT). Data were collected through classroom observations, learning videos, students’ written work, and documentation of instructional activities, and were analyzed qualitatively. The findings indicate that STEM-based learning grounded in a football context effectively enhances students’ representational and strategic flexibility, as evidenced by their ability to move among visual, numerical, and symbolic representations and to reflectively evaluate problem-solving strategies. The integration of digital tools such as Desmos and Kinovea further supported the visualization and validation of mathematical models. This study suggests that the developed LIT provides a contextual and innovative framework for improving mathematics teacher education.

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References

Abdu, R., Olsher, S., & Yerushalmy, M. (2022). Correction to: Pedagogical considerations for designing automated grouping systems: The case of the parabola. Digital Experiences in Mathematics Education, 8(1), 99–124. https://doi.org/10.1007/s40751-021-00097-5

Aisyah, N., Susanti, E., Meryansumayeka, M., Siswono, T. Y. E., & Maat, S. M. (2023). Proving geometry theorems: Student prospective teachers’ perseverance and mathematical reasoning. Infinity Journal, 12(2), 377–392. https://doi.org/10.22460/infinity.v12i2.p377-392

Andriadi, A., Suningsih, A., & Putra, Y. Y. (2021). Webinar pembelajaran daring matematika dalam sepakbola [Online learning webinar on mathematics in football]. Batoboh, 6(1), 66–74. https://doi.org/10.26887/bt.v6i1.1319

Bakker, A. (2018). Design research in education. Routledge. https://doi.org/10.4324/9780203701010

Bolat, R. C., & Arslan, Ç. (2024). Examination of mathematics teachers' strategic flexibility in solving mathematical problems. Thinking Skills and Creativity, 54, 101679. https://doi.org/10.1016/j.tsc.2024.101679

Bybee, R. W. (2013). The case for STEM education: Challenges and opportunities. NSTA Press.

Chen, Y. H., & Chang, C. Y. (2021). Exploring the effects of STEM-oriented project-based learning on students' scientific creativity and 21st-century competencies. International journal of STEM education, 8(1), 1–8.

Cleland, J. (2015). A sociology of football in a global context. Routledge. https://doi.org/10.4324/9780203735114

Cox, S. K., Burns, M. K., Hughes, E. M., Wade, T., & Brown, M. (2024). Defining, measuring, and teaching mathematical flexibility. The elementary school journal, 124(3), 479–498. https://doi.org/10.1086/728591

de Sousa, R. T., & Alves, F. R. V. (2022). Didactic engineering and learning objects: A proposal for teaching parabolas in analytical geometry. Indonesian Journal of Science and Mathematics Education, 5(1), 1–16. https://doi.org/10.24042/ijsme.v5i1.11108

Deliyianni, E., Gagatsis, A., Elia, I., & Panaoura, A. (2016). Representational flexibility and problem-solving ability in fraction and decimal number addition: A structural model. International Journal of Science and Mathematics Education, 14(S2), 397–417. https://doi.org/10.1007/s10763-015-9625-6

Dina, N. A., Amin, S. M., & Masriyah, M. (2018). Flexibility in mathematics problem solving based on adversity quotient. Journal of Physics: Conference Series, 947(1), 012025. https://doi.org/10.1088/1742-6596/947/1/012025

Doorman, M., Bakker, A., Drijvers, P., & Wijaya, A. (2016). Design-based research in mathematics education. In Sriwijaya University Learning and Education International Conference, (Vol. 2, pp. 21–46).

Florio, E. (2022). The parabola: Section of a cone or locus of points of a plane? Tips for teaching of geometry from some writings by mydorge and wallis. Mathematics, 10(6), 974. https://doi.org/10.3390/math10060974

Gondin, W. R., & Sohmer, B. (1967). Intermediate algebra & analytic geometry: Made simple. Elsevier. https://doi.org/10.1016/C2013-0-12592-5

Goos, M., Carreira, S., & Namukasa, I. K. (2023). Mathematics and interdisciplinary STEM education: Recent developments and future directions. ZDM – Mathematics Education, 55(7), 1199–1217. https://doi.org/10.1007/s11858-023-01533-z

Gravemeijer, K., & Cobb, P. (2006). Design research from a learning design perspective. In J. van den Akker, K. Gravemeijer, S. McKenney, & N. Nieveen (Eds.), Educational design research (pp. 29–63). Routledge. https://doi.org/10.4324/9780203088364-12

Gravemeijer, K., & van Eerde, D. (2009). Design research as a means for building a knowledge base for teachers and teaching in mathematics education. The elementary school journal, 109(5), 510–524. https://doi.org/10.1086/596999

Hasanah, S., & Retnawati, H. (2022). Assessment of contextual learning in mathematics education. AIP Conference Proceedings, 2575, 040018. https://doi.org/10.1063/5.0111142

Hickendorff, M., McMullen, J., & Verschaffel, L. (2022). Mathematical flexibility: Theoretical, methodological, and educational considerations. Journal of Numerical Cognition, 8(3), 326–334. https://doi.org/10.5964/jnc.10085

Holmlund, T. D., Lesseig, K., & Slavit, D. (2018). Making sense of “STEM education” in K-12 contexts. International journal of STEM education, 5(1), 32. https://doi.org/10.1186/S40594-018-0127-2

Honey, M., Pearson, G., & Schweingruber, H. (2014). STEM integration in K-12 education: Status, prospects, and an agenda for research. National Academies Press. https://doi.org/10.17226/18612

Hong, W., Star, J. R., Liu, R.-D., Jiang, R., & Fu, X. (2023). A systematic review of mathematical flexibility: Concepts, measurements, and related research. Educational Psychology Review, 35(4), 104. https://doi.org/10.1007/s10648-023-09825-2

Isyrofinnisak, F., Kusmayadi, T. A., & Fitriana, L. (2020). Flexibility in solving open-ended mathematics problems based on students' thinking styles. Journal of Physics: Conference Series, 1613(1), 012015. https://doi.org/10.1088/1742-6596/1613/1/012015

Karlis, D., Ntzoufras, I., & Repoussis, P. (2021). Mathematics meet sports. IMA Journal of Management Mathematics, 32(4), 381–383. https://doi.org/10.1093/imaman/dpab028

Kilner, S. J., & Farnsworth, D. L. (2019). Characterisations of the parabola. The Mathematical Gazette, 103(558), 416–430. https://doi.org/10.1017/mag.2019.102

Larkin, K., & Lowrie, T. (2022). STEM education in the early years: Thinking about tomorrow. Springer. https://doi.org/10.1007/978-981-19-2810-9

Maarif, S., Wahyudin, W., Noto, M. S., Hidayat, W., & Mulyono, H. (2018). Geometry exploration activities assisted with dynamic geometry software (DGS) in a teacher education classroom. Infinity Journal, 7(2). https://doi.org/10.22460/infinity.v7i2.p133-146

Mandala, A. S., Anwar, L., Sa'dijah, C., & Zulnaidi, H. (2025). Development of mobile augmented reality-based geometry learning games to facilitate spatial reasoning. Infinity Journal, 14(2), 323–348. https://doi.org/10.22460/infinity.v14i2.p323-348

Martinez, L. J., Paloma, L. L., & Ruiz, F. J. (2025). Learning the parabola mediated by problem-solving, semiotic representations, and applets in geogebra. International Journal of Mathematics and Computer Science, 20(1), 101–108. https://doi.org/10.69793/ijmcs/01.2025/hernandez

Nindiasari, H., Pranata, M. F., Sukirwan, S., Sugiman, S., Fathurrohman, M., Ruhimat, A., & Yuhana, Y. (2024). The use of augmented reality to improve students' geometry concept problem-solving skills through the STEAM approach. Infinity Journal, 13(1), 119–138. https://doi.org/10.22460/infinity.v13i1.p119-138

Nopriyanti, T. D., Zulkardi, Z., Putri, R. I. I., & Aisyah, N. (2024). STEM in Indonesian mathematics education. In Proceedings of International Conference on Education, (Vol. 2, pp. 175–183). https://doi.org/10.32672/pice.v2i1.1335

Nopriyanti, T. D., Zulkardi, Z., Putri, R. I. I., & Aisyah, N. (2025). The design of learning trajectory for parabola equation in geometry STEM-based learning for flexibility skills. JTAM (Jurnal Teori Dan Aplikasi Matematika), 9(4), 1271–1286. https://doi.org/10.31764/jtam.v9i4.32560

Noto, M. S., Priatna, N., & Dahlan, J. A. (2019). Mathematical proof: The learning obstacles of preservice mathematics teachers on transformation geometry. Journal on Mathematics Education, 10(1), 117–126. https://doi.org/10.22342/jme.10.1.5379.117-126

Peralta-García, J. X., Encinas-Pablos, F. J., & Cuevas-Salazar, O. (2020). Diagnóstico de conocimientos previos sobre la parábola en estudiantes universitarios [Diagnosing prior knowledge about parables in university students]. Revista de Educación Superior, 3(8), 1–11. https://doi.org/10.35429/JHS.2019.8.3.1.11

Permatasari, R., Putri, R. I. I., & Zulkardi, Z. (2018). PISA-like: Football context in Asian games. Journal on Mathematics Education, 9(2), 271–280. https://doi.org/10.22342/jme.9.2.5251.271-280

Plomp, T., & Nieveen, N. (2013). An introduction to educational design research. Netherlands Institute for Curriculum Development (SLO).

Prahmana, R. C. I., & Kusumah, Y. S. (2016). The hypothetical learning trajectory on research in mathematics education using research-based learning. Pedagogika, 123(3), 42–54. https://doi.org/10.15823/p.2016.32

Pramasdyahsari, A. S., Rubowo, M. R., Nindita, V., Astutik, I. D., Pant, B. P., Dahal, N., & Luitel, B. C. (2025). Developing engaging STEAM-geometry activities: Fostering mathematical creativity through the engineering design process using Indonesian cuisine context. Infinity Journal, 14(1), 213–234. https://doi.org/10.22460/infinity.v14i1.p213-234

Queiruga-Dios, M. Á., Vázquez Dorrío, J. B., Sáiz-Manzanares, M. C., López-Iñesta, E., & Diez-Ojeda, M. (2025). STEM approach using soccer: improving academic performance in Physics and Mathematics in a real-world context. Frontiers in psychology, 16, 1503397. https://doi.org/10.3389/fpsyg.2025.1503397

Rais, H., Ramadhani, R., & Yassin, A. (2025). The effect of STEM learning approach on students' mathematical problem-solving ability. Vocational: Journal of Educational Technology, 1(2), 74–84. https://doi.org/10.58740/vocational.v1i2.351

Ramulu, P., Yadav, E. R., & Sattemma, D. (2024). A review of mathematical concepts in sports and games: Examining the intersection of mathematics and sports. International Journal of Scientific Research in Engineering and Management, 8(12), 1–7. https://doi.org/10.55041/IJSREM39949

Sanchez, W. B., & Glassmeyer, D. M. (2016). Connecting parabolas and quadratic functions. The Mathematics Teacher, 110(5), 380–386. https://doi.org/10.5951/mathteacher.110.5.0380

Scheibling-Sève, C., Sander, E., & Pasquinelli, E. (2017). Developing cognitive flexibility in solving arithmetic word problems. In Proceedings of the Annual Meeting of the Cognitive Science Society, (Vol. 39, pp. 3076–3081).

Shriki, A. (2011). Parabolas: Connection between algebraic and geometrical representations. Australian Senior Mathematics Journal, 25(2), 38–42.

Star, J. R., & Rittle-Johnson, B. (2008). 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

Sudirman, S., García-García, J., Rodríguez-Nieto, C. A., & Son, A. L. (2024). Exploring junior high school students' geometry self-efficacy in solving 3D geometry problems through 5E instructional model intervention: A grounded theory study. Infinity Journal, 13(1), 215–232. https://doi.org/10.22460/infinity.v13i1.p215-232

Tashtoush, M. A., Al-Qasimi, A. B., Shirawia, N. A., & Rasheed, N. M. (2024). The impact of STEM approach to developing mathematical thinking for calculus students among Sohar University. European Journal of STEM Education, 9(1), 13. https://doi.org/10.20897/ejsteme/15205

Ünal, Z. E., Ala, A. M., Kartal, G., Özel, S., & Geary, D. C. (2023). Visual and symbolic representations as components of algebraic reasoning. Journal of Numerical Cognition, 9(2), 327–345. https://doi.org/10.5964/jnc.11151

van Eerde, H. A. A. (2013). Design research: Looking into the heart of mathematics education. In Proceedings 1st South-East Asian Design Research Conference, (pp. 1–11).

Voica, C., & Singer, F. M. (2012). Creative contexts as ways to strengthen mathematics learning. Procedia - Social and Behavioral Sciences, 33, 538–542. https://doi.org/10.1016/j.sbspro.2012.01.179

Ye, H., Ng, O.-L., & Cui, Z. (2023). A thematic analysis exploring flexibility in programming-based mathematical problem solving. In The 31st International Conference on Computers in Education, (Vol. 1, pp. 183–188). https://doi.org/10.58459/icce.2023.967

Zulkardi, Z., & Putri, R. I. I. (2020). Supporting mathematics teachers to develop jumping task Using PISA framework (JUMPISA). Jurnal Pendidikan Matematika, 14(2), 199–210. https://doi.org/10.22342/jpm.14.2.12115.199-210

Zulkarnain, R., Kurniawan, A., & Lisarani, V. (2023). Cognitive flexibility in learning mathematics senior high school. JPMI (Jurnal Pendidikan Matematika Indonesia), 8(2), 81–89. https://doi.org/10.26737/jpmi.v8i2.4301