Development of Functional Thinking-Based Student Worksheets to Improve Mathematical Generalization Abilities


(1) Department of Mathematics Education, Universitas PGRI Jombang, Indonesia
(2) Department of Mathematics Education, Universitas PGRI Jombang, Indonesia


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Copyright (c) 2025 Eny Suryowati
This study aims to develop valid, practical, and efficient functional thinking-based student worksheets to improve students' mathematical generalization abilities. This study used a 4D development research approach, divided into four stages: Defining, Designing, Developing, and Disseminating. Thirty-eight-grade students of class VIII H MTsN 9 Jombang became the subjects of this study. The research instruments were validation sheets, teachers’ response questionnaires, students’ response questionnaires, interview guidelines, and test questions. This functional thinking-based worksheet was designed based on functional thinking indicators. Functional thinking in this research consists of recursive patterns, covariational thinking, and correspondence relationships. The data analysis results showed that the functional thinking-based student worksheets developed have a validity score of 87,5% from teachers and 90% from lecturers, categorized as very good (valid). The results of the teacher response questionnaire were 80%, and the student response questionnaire was 82,25%, both classified as good. The average pre-test score was 53, and the average post-test score was 75. N-gain scores for each indicator of mathematical generalization ability in the medium and high categories. It is found that there was an increase in students’ generalization ability. Generalization ability studied includes perceptions about generalization, expressions of generalization, formulating generalities symbolically, and solving problems using the results of generalization. The most prominent finding in this study is the improvement in the ability to formulate generalities symbolically. This indicates that the use of functional thinking-based worksheets is sufficiently effective in enhancing students' generalization ability. The results of this study provide theoretical implications for how to improve students' generalization ability.
Keywords: functional thinking, student worksheets, mathematical generalization ability.
Ambussaidi, I., & Yang, Y.-F. (2019). The impact of mathematics teacher quality on student achievement in Oman and Taiwan. International Journal of Education and Learning, 1(2), 50–62. https://doi.org/10.31763/ijele.v1i2.39 .
Becker, J. R., & Rivera, F. (2005). Generalization strategies of beginning high school algebra students. In H. L. Chick & J. L. Vincent (Eds.), Proceedings of the 29th Conference of the International Group for the Psychology of Mathematics Education (Vol. 4, pp. 121–128). Melbourne: PME
Blanton, M.& Kaput, J.J. (2011).Functional thinking as a route into algebra in the elementary grades. In Early Algebraization, Advances in Mathematics Education, 5–23.
Blanton, M., Stephens, A., Knuth, E., Gardiner, A. M., Isler, I., Kim, J. (2015). The development of children's algebraic thinking: the impact of a comprehensive early algebra intervention in third grade. Journal for Research in Mathematics Education, 46(1), 39–87.
Blanton, M., Brizuela, B. M., Gardiner, A. M., Sawrey, K., & Newman-Owens, A. (2015). A Learning Trajectory In 6-Year-Olds’ Thinking About Generalizing Functional Relationships. Journal For Research In Mathematics Education, 46(5),511–558. https://doi.org/10.5951/Jresematheduc.46.5.0511.
Çakıroğlu, Ü. & Muştu, E. (2025). Mathematical thinking behind coding: promoting generalization skills via scratch. International Journal of Science and Mathematics Education. https://doi.org/10.1007/s10763-025-10556-9.
Callejo, M. L., & Zapatera, A. (2017). Prospective primary teachers’ noticing of students’ understanding of pattern generalization. Journal of Mathematics Teacher Education, 20(4), 309–333. https://doi.org/10.1007/s10857-016-9343-1.
Chua, B. L., & Hoyles, C. (2014). Generalization of linear figural patterns in secondary school mathematics. The Mathematics Educator, 15(2), 1–30. https://repository.nie.edu.sg/handle/10497/18888
Donevska-Todorova, A., Faggiano, E., Trgalova, J., Lavicza, Z., Weinhandl, R., ClarkWilson, A., & Weigand, H.-G. (2022). Mathematics education in the digital age. (Meda) Proceedings. https://www.jku.at/Linz-School-Of-Education/Steam/MedaConference-2020.
Dumitrascu, G. (2017). Understanding the process of generalization in mathematics through activity theory. International Journal of Learning, Teaching and Educational Research, 16(12), 46-69. https://doi.org/10.26803/ijlter.16.12.4.
El Mouhayar, R., & Jurdak, M. (2016). Variation of student numerical and figural reasoning approaches by pattern generalization type, strategy use, and grade level. International Journal of Mathematical Education in Science and Technology, 47(2), 197–215. https://doi.org/10.1080/0020739X.2015.1068391.
Ellis, A. B. (2007). A taxonomy for categorizing generalizations: Generalizing actions and reflection generalizations. Journal of the Learning Sciences, 16(2), 37–41. https://doi.org/10.1080/10508400701193705.
Ellis, A. B. (2011). Generalizing-promoting actions: How classroom collaborations can support students ’ mathematical generalizations. Journal for Research in Mathematics Education, 42(4), 308-345. http://epm.sagepub.com/content/49/4/951%0APublished.
Frey, K., Sproesser, U., & Veldhuis, M. (2022). What is functional thinking? Theoretical considerations and first results of an international interview study. Twelfth Congress of the European Society for Research in Mathematics Education (CERME12).
Hayuningrat, S. & Rosnawati, R. (2022). Development of learning tools based on realistic mathematics approach that oriented to high school students' mathematical generalization ability. Jurnal Riset Pendidikan Matematika, 9(2), 191-200. https://doi.org/10.21831/jrpm.v9i2.52197 .
Hourigan, M., & Leavy, A. (2015). Geometric growing patterns: What’s the rule? APMC, 20(4), 31– 40.
İmre, S.Y., Akkoç, H. & Şahin, V. B. N. B. (2017). Ortaokul öğrencilerinin farklı temsil biçimlerini kullanarak matematiksel genelleme yapma becerileri [secondary school students' mathematical generalization skills using different representation forms]. Turkish Journal of Computer and Mathematics Education, 8(1), 103-129. http://doi.org/10.16949/turkbilmat.303220
Jackson, J.L. & Stenger, C. L. (2024). Methods of explicitly teaching generalization in the mathematics classroom and indicators of success: a systematic review. International Journal of Education in Mathematics, Science and Technology, 12(4), 1109–1126.
Judijanto, L. et al. (2024). Metodologi research and development. Teori dan Penerapan Metodologi RnD. Jambi: Sorpedia Publishing Indonesia.
Joanna, J. (2017). The strategies of using a special kind of number patterns in different stages of education. Educational Research and Reviews, 12(12), 643–652. https://doi.org/10.5897/ERR2017.3244.
Jureczko, J. (2017). The strategies of using a special kind of number patterns in different stages of education. Educational Research and Reviews, 12(12), 643–652.
Karabulut, A., & Özmen, E. R. (2018). Effect of “understand and solve!” strategy instruction on mathematical problem solving of students with mild intellectual disabilities. International Electronic Journal of Elementary Education, 11(2),77–90. https://doi.org/10.26822/iejee.2018245314.
Kieran, C., Pang, J., Schifter, D., & Ng, S. F. (2016). Early algebra. research into its nature, its learning, its teaching. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-62597-3.
Lichti, M., & Roth, J. (2019). Functional thinking: A three-dimensional. Journal Für Mathematik Didaktik, 1–27. Doi:10.1007/s13138-019-00141-3.
Martins, R., Viseu, F., & Rocha, H. (2023). Functional thinking: a study with 10th-grade students. Education Sciences, 13(4). https://doi.org/10.3390/educsci13040335.
Mason, J. (1996). Expressing generality and roots of algebra. In N. Bednarz, C. Kieran, & L. Lee (Eds.), Approaches to algebra: Perspectives for research and teaching. https://doi.org/10.1007/978-94-009-1732-3_5.
Mata-Pereira, J., & Da Ponte, J. P. (2017). Enhancing students’ mathematical reasoning in the classroom: teacher actions facilitating generalization and justification. Educational Studies in Mathematics, 96(2), 169–186. https://doi.org/10.1007/s10649-017-9773-4.
Maarif, S. (2016). Improving junior high school students’ mathematical analogical ability using discovery learning method. International Journal of Research in Education and Science, 2(1), 114-124.
Montenegro, P., Costa, C., & Lopes, B. (2018). Transformations in the visual representation of a figural pattern. Mathematical Thinking and Learning, 20(2), 91–107. https://doi.org/10.1080/10986065.2018.1441599.
Mulenga, E. M., & Marbán, J. M. (2020). Prospective teachers’ online learning mathematics activities in the age of COVID-19: A cluster analysis approach. Eurasia Journal of Mathematics, Science and Technology Education, 16(9), 1–9. https://doi.org/10.29333/EJMSTE/8345.
Nirfayanti, Gani, H.A. & Mustafa. (2023). Development of the cooperative learning model to improve students’ mathematic generalization ability. Proceedings of the 1st ICOMSIE International Conference on Mathematics, Science, Informatics and Education, 1(1), 76-88.
Nirfayanti, Ernawati & Wijaya, T.T. (2025). Developing inductive approach-based worksheets for enhancing students’ mathematical generalization skills. Jurnal Riset Pendidikan Matematika, 12(1), 96-116. https://doi.org/10.21831/jrpm.v12i1.83409.
Nissen, J.M., Talbot, R.M., Thompson, A. N., & Dusen, B. V. (2018). Comparison of normalized gain and cohen’s d for analyzing gains on concept inventories. Physical Review Physics Education Research, 14.
Oliveira, H., Polo-Blanco, I., & Henriques, A. (2021). Exploring prospective elementary mathematics teachers’ knowledge: a focus on functional thinking. Journal On Mathematics Education, 12(2), 257–278. https://doi.org/10.22342/Jme.12.2.13745.257-278.
Oz, T., & Ciftci, Z. (2024). Mathematical reasoning activity: compare, generalize, and justify. Necatibey Faculty of Education Electronic Journal of Science and Mathematics Education, 18(2), 291-323. https://doi.org/10.17522/balikesirnef.1506921.
Pang, J., Kim, L., & Sunwoo, J. (2022). Task development to measure functional thinking: focusing on third graders’ understanding. Journal Of Educational Research In Mathematics, 32(3), 351–372. https://doi.org/10.29275/Jerm.2022.32.3.351.
Park, J. & Kim, D. (2017). How can students generalize example? focusing on the generalizing geometric properties. EURASIA Journal of Mathematics Science and Technology Education, 13(7), 3771–3800.
Pittalis, M., Pitta-Pantazi, D., & Christou, C. (2020). Young students’ functional thinking modes: the relation between recursive patterning, covariational thinking, and correspondence relations. Journal For Research In Mathematics Education, 51(5), 631–674. https://doi.org/10.5951/Jresematheduc-2020-0164.
Sari, R., Susanti, E., Kurniadi, E., Sari, N. (2021). Students' ability in making mathematics generalizations through geogebra assisted cps on straight line equations. Advances in Social Science, Education and Humanities Research, 656, 164–170.
Stacey, K. (1989). Finding and using patterns in linear generalising problems. Educational Studies in Mathematics, 20(2), 147–164. http://www.jstor.org/stable/3482495.
Stephens, A. C., Fonger, N., Strachota, S., Isler, I., Blanton, M., Knuth, E., & Murphy-Gardiner, A. (2017). A learning progression for elementary students’ functional thinking. Mathematical Thinking And Learning, 19(3), 143–166. https://doi.org/10.1080/10986065.2017.1328636.
Suryowati, E. dan Tristanti, L.B. (2022). Analisis kesalahan siswa dalam menggeneralisasi pola berdasarkan taksonomi generalisasi [analysis of student errors in generalizing patterns based on the taxonomy of generalization]. EDU-MAT: Jurnal Pendidikan Matematika, 10(1), 106-114.
Tanıslı, D. (2011). Functional thinking ways in relation to linear function tables of elementary school students. The Journal of Mathematical Behavior,30, 206–223. Doi:10.1016/j.jmathb.2011.08.001.
Tillema, E., & Gatza, A. (2017). The processes and products of students' generalizing activity. In E. Galindo & J. Newton (Eds.), Proceedings of the 39th annual meeting of the North America. Chapter of the International Group for the Psychology of Mathematics Education. (pp 259–266). Indianapolis, IN: Hoosier Association of Mathematics Teacher Educators.
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