Engineering students’ mathematical understanding based on the quality of mathematical connections activated to solve tasks about function’s graph and its derivative
Article Number: e2025394 | Available Online: August 2025 | DOI: 10.22521/edupij.2025.17.394
Camilo Andrés Rodríguez-Nieto , Flor Monserrat Rodríguez-Vásquez , Vicenç Font Moll , Sudirman Sudirman , Benilda María Cantillo-Rudas
Full text PDF |
3463 |
853
Abstract
|
Background/purpose. One of the current problems facing mathematics students, graduates in mathematics, and engineering is the disconnection between the meanings, symbolic representations, and graphics of derivatives when solving problems, which hinders their understanding. This article analyzes engineering students’ understanding activated by connections made to solve tasks on derivatives in a graphical context. To do so, networking between the Extended Theory of Connections and the Onto-semiotic Approach will be used. Materials/methods. The methodology was qualitative and exploratory. A questionnaire was designed with three tasks on the meaning of the derivative and the graphs of the function f and the derivative f'. This questionnaire was administered in the context of participant observation to nineteen engineering students who volunteered. The collected and video-recorded data were analyzed using the theoretical tool from an onto-semiotic view. Results. The results show that students who have a level 2 understanding of the derivative (graphically) because they sketch the graph of f’ given the graph of f and sketch the graph of f from the graph of f’, establishing mathematical connections of implication, different representations, meaning, procedural, part-whole and the main connection of reversibility that allowed them to make the two graphs. Students who have level 1 understanding establish consistent connections, but do not argue or have details to correct in the graphs.] Conclusion. [Other students have level 0 understanding because they did not make the graphs of f and f’ because they did not activate mathematical connections but personal connections, assuming that the graph of the derivative is a reflection of the graph of the original function, they do not locate the relative extremes, inflection points, monotony due to poor conceptual understanding. |
Keywords: Mathematical connections, derivative, engineering students, differential calculus, mathematics education
ReferencesArnon, I., Cottrill, J., Dubinsky, E., Oktaç, A., Fuentes, S. R., Trigueros, M., & Weller, K. (2014). APOS theory: A framework for research and curriculum development in mathematics education. Springer.
Bahar, R., Munadi, S., & Rosnawati, R. (2023). The Brainstorming Method on Pesantren Students’ Mathematical Connection and Metacognition Skills. Pegem Journal of Education and Instruction, 13(3), 228-238. http://doi.org/10.47750/pegegog.13.03.24
Berry, J., & Nyman, M. (2003). Promoting students’ graphical understanding of the calculus. The Journal of Mathematical Behavior, 22(4), 479–495. https://doi.org/10.1016/j.jmathb.2003.09.006
Bishop, A. (1999). Enculturación matemática. La educación matemática desde una perspectiva cultural. Paidós.
Borji, V., Font, V., Alamolhodaei, H., & Sánchez, A. (2018). Application of the complementarities of two theories, APOS and OSA, for the analysis of the university students’ understanding on the graph of the function and its derivative. EURASIA Journal of Mathematics, Science and Technology Education, 14(6), 2301-2315. https://doi.org/10.29333/ejmste/89514
Businskas, A. M. (2008). Conversations about connections: How secondary mathematics teachers conceptualize and contend with mathematical connections [Unpublished PhD Thesis]. Faculty of Education-Simon Fraser University, Canada.
Cai, J., & Rott, B. (2024). On understanding mathematical problem-posing processes. ZDM–Mathematics Education, 56(1), 61-71. https://doi.org/10.1007/s11858-023-01536-w
Campo-Meneses, K. G., & García-García, J. (2023). Conexiones matemáticas identificadas en una clase sobre las funciones exponencial y logarítmica. Bolema: Boletim de Educação Matemática, 37, 849-871. https://doi.org/10.1590/1980-4415v37n76a22
Campo-Meneses, K. G., & García, F. J. G. (2025). Comprensión matemática evidenciada por estudiantes de secundaria sobre las funciones exponencial y logarítmica. Avances de investigación en educación matemática: AIEM, (27), 179-201. https://doi.org/10.35763/aiem27.6430
Cantillo-Rudas, B. M., Rodríguez-Nieto, C. A., Font, V., & Rodríguez-Vásquez, F. M. (2024). Mathematical and neuro-mathematical connections activated by a teacher and his student in the geometric problems-solving: A view of networking of theories. Eurasia Journal of Mathematics, Science and Technology Education, 20(10), 1-23. https://doi.org/10.29333/ejmste/15470
Caviedes, S., De Gamboa, G., & Badillo, E. (2024). Mathematical connections involved in area measurement processes. Research in Mathematics Education, 26(2), 237–257. https://doi.org/10.1080/14794802.2024.2370333
Chandra, F. E., Suryadi, D., Dahlan, J. A., Hayuningrat, S., & Rahman, S. (2025). Derivative in Indonesian textbook curricula: A praxeological analysis of learning obstacles in Indonesian mathematics textbooks. Eurasia Journal of Mathematics, Science and Technology Education, 21(5), 1-15. https://doi.org/10.29333/ejmste/16256
Cohen, L., Manion, L., & Morrison, K. (2018). Research methods in education. Routledge.
Dışbudak-Kuru, Ö., & Işıksal-Bostan, M. (2023). Supporting the development of preservice teachers’ mathematical connection skills in a teacher education programme. International journal of mathematical education in science and technology, 54(8), 1393-1419. https://doi.org/10.1080/0020739X.2022.2158381
Dolores-Flores, C., & García-García, J. (2017). Conexiones intramatemáticas y extramatemáticas que se producen al resolver problemas de cálculo en contexto: Un estudio de casos en el nivel superior. Bolema: Mathematics Education Bulletin, 31(57), 158-180. https://doi.org/10.1590/1980-4415v31n57a08
Eli, J. A., Mohr-Schroeder, M. J., & Lee, C. W. (2013). Mathematical Connections and Their Relationship to Mathematics Knowledge for Teaching Geometry. School Science and Mathematics, 113(3), 120–134. https://doi.org/10.1111/ssm.12009
Ferrini-Mundy, J., & Graham, K. (1994). Research in calculus learning: Understanding limits, derivatives, and integrals. In J. Kaput & E. Dubinsky (Eds.), Research issues in Undergraduate mathematics learning (pp. 19-26). Washington, DC: Mathematical Association of America.
Font, V., Trigueros, M., Badillo, E., & Rubio, N. (2016). Mathematical objects through the lens of two different theoretical perspectives: APOS and OSA. Educational Studies in Mathematics, 91, 107-122. https://doi.org/10.1007/s10649-015-9639-6
Font, V., Godino, J. D., & Gallardo, J. (2013). The emergence of objects from mathematical practices. Educational Studies in Mathematics, 82(1), 97-124. https://doi.org/10.1007/s10649-012-9411-0
Font, V., & Contreras, A. (2008). The problem of the particular and its relation to the general in mathematics education. Educational Studies in Mathematics, 69, 33-52. https://doi.org/10.1007/s10649-008-9123-7
Fuentealba, C., Badillo, E., Sánchez-Matamoros, G., & Cárcamo, A. (2018b). The understanding of the derivative concept in higher education. EURASIA Journal of Mathematics, Science and Technology Education, 15(2), 1-15. https://doi.org/10.29333/ejmste/100640
Fuentealba, C., Badillo, E., & Sánchez-Matamoros, G. (2019). Identificación y caracterización de los subniveles de desarrollo del esquema de derivada. Enseñanza de las ciencias: revista de investigación y experiencias didácticas, 37(2), 63-84. https://doi.org/10.5565/rev/ensciencias.2518
Galindo-Illanes, M. K., Breda, A., Alvarado-Martínez, H., & Sala-Sebastià, G. (2025). Characterization of sub-fields of derivative problems in engineering textbooks. Eurasia Journal of Mathematics, Science and Technology Education, 21(3), em2591. https://doi.org/10.29333/ejmste/15987
Galiç, S., Urhan, S., Dost, Ş., & Lavicza, Z. (2025). Examining Mathematics Teachers Noticing the Rationality: Scenario-Based Training with AI Chatbot. Sci & Educ. https://doi.org/10.1007/s11191-025-00618-3
García-García, J., & Dolores-Flores, C. (2021). Pre-university students' mathematical connections when sketching the graph of derivative and antiderivative functions. Mathematics Education Research Journal, 33, 1-22. https://doi.org/10.1007/s13394-019-00286-x
Godino, J. D. (2022). Emergencia, estado actual y perspectivas del enfoque ontosemiótico en educación matemática [Emergence, current state and perspectives of the onto-semiotic approach in mathematics education]. Revista Venezolana De Investigación En Educación Matemática [Venezuelan Journal of Research in Mathematics Education], 2(2), e202201. https://doi.org/10.54541/reviem.v2i2.25
Godino, J. D., & Batanero, C. (1994). Significado institucional y personal de los objetos matemáticos [Institutional and personal meaning of mathematical objects]. Recherches en Didactique des Mathématiques [Research in Didactics of Mathematics], 14(3), 325-355.
Godino, J. D., Batanero, C., & Font, V. (2019). The onto-semiotic approach: Implications forthe prescriptive character of didactics. For the Learning of Mathematics, 39(1), 37-42.
Godino, J. D., Batanero, C., & Font, V. (2007). The onto-semiotic approach to research in mathematics education. ZDM, 39(1-2), 127-135. https://doi.org/10.1007/s11858-006-0004-1
Hatisaru, V. (2023). Mathematical connections established in the teaching of functions. Teaching Mathematics and its Applications: An International Journal of the IMA, 42(3), 207-227. https://doi.org/10.1093/teamat/hrac013
Hiebert, J., & Carpenter, T. (1992). Learning and teaching with understanding. In D.A. Grouws (Ed.), Handbook of research of mathematics teaching and learning (pp. 65–79). New York: Macmillan.
Ikram, M., Purwanto, P., Parta, I. N., & Susanto, H. (2020). Mathematical reasoning required when students seek the original graph from a derivative graph. Acta Scientiae, 22(6), 45-64. https://doi.org/10.17648/acta.scientiae.5933
Jäder, J., Lithner, J., & Sidenvall, J. (2020). Mathematical Problem Solving in Textbooks from Twelve Countries. International Journal of Mathematical Education in Science and Technology, 51(7), 1120–1136. https://doi.org/10.1080/0020739X.2019.1656826
Kenedi, A. K., Helsa, Y., Ariani Y., Zainil, M., & Hendri, S. (2019). Mathematical connection of elementary school students to solve mathematical problem. Journal on Mathematics Education, 10(1), 69–80. https://doi.org/10.22342/jme.10.1.5416.69-80
Kula-Ünver, S. (2020). How do pre-service mathematics teachers respond to students’ unexpected questions related to the second derivative?. Journal of Pedagogical Research, 4(3), 359-374. https://doi.org/10.33902/JPR.2020465074
Ledezma, C., Rodríguez-Nieto, C. A., & Font, V. (2024). The role played by extra-mathematical connections in the modelling process. AIEM–Avances de Investigación en Educación Matemática, 25, 81-103. https://doi.org/10.35763/aiem25.6363
Leithold, L. (1998). El cálculo [Calculus]. Oxford University Press.
Lumbantoruan, J. H., & Manalu, R. U. (2024). Effectiveness of learning mathematics derivative materials using modules equipped with cooperative models in high schools. International Journal of Evaluation and Research in Education (IJERE), 13(1), 523-533. https://doi.org/10.11591/ijere.v13i1.25354
Mhlolo, M. K. (2012). Mathematical connections of a higher cognitive level: A tool we may use to identify these in practice. African Journal of Research in Mathematics, Science and Technology Education, 16(2), 176–191.
Ministry of National Education [MEN]. (2006). Estándares Básicos de Competencias. Matemáticas. Bogotá: Ministerio de Educación Nacional.
Moru, E. K. (2020). An APOS analysis of university students’ understanding of derivatives: A Lesotho case Study. African Journal of Research in Mathematics, Science and Technology Education, 24(2), 279-292.
Munyaruhengeri, J. P. A., Umugiraneza, O., Ndagijimana, J. B., & Hakizimana, T. (2023). Potentials and limitations of GeoGebra in teaching and learning limits and continuity of functions at selected senior four Rwandan secondary schools. Cogent Education, 10(2), 2238469. https://doi.org/10.1080/2331186X.2023.2238469
Muñoz-Pinto, D. A., Paulino Peña, D. A., & Calderón Mora, M. N. (2025). La interpretación geométrica de la derivada de una función: una estrategia didáctica para estudiantes de secundaria. Revista Educación, 49(1), 1–23. https://doi.org/10.15517/revedu.v49i1.58601
National Council of Teachers of Mathematics [NCTM]. (2000). Principles and standards for school mathematics. Reston: National Council of Teachers of Mathematics.
Nemirovsky, R., & Rubin, A. (1992). Students’ tendency to assume resemblances between a function and its derivatives. TERC Communications.
Noviyanti, M., Sudirman, & Rodríguez-Nieto, C. A. (2025). Investigating Mathematical Knowledge for Teaching Early Childhood Education Teachers: A Starting Point for Designing a Professional Development Program. Educational Process: International Journal, 16, e2025210. https://doi.org/10.22521/edupij.2025.16.210
Olivero-Acuña, R. R., Rodríguez-Nieto, C. A., Font Moll, V., Cantillo-Rudas, B. M., & Rodríguez-Vásquez, F. M.(2025). Ethnomathematical connections between the production of coastal cheese, geometric solids,measurements, and proportionality: A study with a Colombian merchant. Eurasia Journal of Mathematics,Science and Technology Education, 21(4), em2608. https://doi.org/10.29333/ejmste/16081
Pino-Fan, L. R., Guzmán, I., Font, V., & Duval, R. (2017). Analysis of the underlying cognitive activity in the resolution of a task on derivability of the absolute value function: Two theoretical perspectives. PNA, 11(2), 97-124. https://doi.org/10.30827/pna.v11i2.6076
Rafiepour, A., & Faramarzpour, N. (2023). Investigation of the mathematical connection’s ability of 9th grade students. Journal on Mathematics Education, 14(2), 339-352. http://doi.org/10.22342/jme.v14i2.pp339-352
Rodríguez-Nieto, C. A. (2021). Conexiones etnomatemáticas entre conceptos geométricos en la elaboración de las tortillas de Chilpancingo, México. Revista de investigación, desarrollo e innovación, 11(2), 273-296. https://doi.org/10.19053/20278306.v11.n2.2021.12756
Rodríguez-Nieto, C. A., Cabrales-González, H. A., Arenas-Peñaloza, J., Schnorr, C. E., & Font, V. (2024). Onto-semiotic analysis of Colombian engineering students’ mathematical connections to problems-solving on vectors: A contribution to the natural and exact sciences. Eurasia Journal of Mathematics, Science and Technology Education, 20(5), Article em2438. https://doi.org/10.29333/ejmste/14450
Rodríguez-Nieto, C. A., & Font, V. (2025). Mathematical connections promoted in multivariable calculus’ classes and in problems-solving about vectors, partial and directional derivatives, and applications. Eurasia Journal of Mathematics, Science and Technology Education, 21(4), 1-27. https://doi.org/10.29333/ejmste/16187
Rodríguez-Nieto, C. A., Font, V., Borji, V., & Rodríguez-Vásquez, F. M. (2022a). Mathematical connections from a networking of theories between extended theory of mathematical connections and onto-semiotic approach. International Journal of Mathematical Education in Science and Technology, 53(9), 2364-2390. https://doi.org/10.1080/0020739X.2021.1875071
Rodríguez-Nieto, C. A., Font, V., Rodríguez-Vásquez, F. M., & Pino-Fan, L. R. (2023b). Onto-Semiotic Analysis of One Teacher’s and University Students’ Mathematical Connections When Problem-Solving about Launching a Projectile. Journal on Mathematics Education, 14(3), 563-584. http://doi.org/10.22342/jme.v14i3.pp563-584
Rodríguez-Nieto, C. A., Rodríguez-Vásquez, F. M., Font, V. & Morales-Carballo, A. (2021a). A view from the TAC-EOS network on the role of mathematical connections in understanding the derivative. Revemop, 3(e202115), 1-32
Rodríguez-Nieto, C., Rodríguez-Vásquez, F. M., & García-García, J. (2021b). Exploring university Mexican students’ quality of intra-mathematical connections when solving tasks about derivative concept. EURASIA Journal of Mathematics, Science and Technology Education, 17(9), em2006. https://doi.org/10.29333/ejmste/11160
Rodríguez-Nieto, C. A., Rodríguez-Vásquez, F. M. & Font, V. (2023a). Combined use of the extended theory of connections and the onto-semiotic approach to analyze mathematical connections by relating the graphs of f and f’. Educational Studies in Mathematics, 114, 63-88. https://doi.org/10.1007/s10649-023-10246-9
Rodríguez-Nieto, C. A., Rodríguez-Vásquez, F. M., & Font, V. (2022b). A new view about connections. The mathematical connections established by a teacher when teaching the derivative. International Journal of Mathematical Education in Science and Technology, 53(6), 1231-1256. https://doi.org/10.1080/0020739X.2020.1799254
Sahin, Z., Yenmez, A. A., & Erbas, A. K. (2015). Relational understanding of the derivative concept through mathematical modeling: A case study. Eurasia Journal of Mathematics, Science and Technology Education, 11(1), 177-188.
Santos-Trigo, M. (2024). Problem solving in mathematics education: tracing its foundations and current research-practice trends. ZDM–Mathematics Education, 56(2), 211-222. https://doi.org/10.1007/s11858-024-01578-8
Sánchez-Matamoros, G., Fernández, C., & Llinares, S. (2015). Developing pre-service teachers’ noticing of students’ understanding of the derivative concept. International journal of science and mathematics education, 13, 1305-1329. https://doi.org/10.1007/s10763-014-9544-y
Son, A. L. (2022). The Students' Abilities on Mathematical Connections: A Comparative Study Based on Learning Models Intervention. Mathematics Teaching Research Journal, 14(2), 72-87.
Sudirman, S., Belbase, S., Rodríguez-Nieto, C. A., Muslim, A. B., & Faizah, S. (2025). Personalization of Interactive Teaching Materials Supported by Augmented Reality: Potentials vs Obstacles in 3D Geometry Learning. Journal of Curriculum Studies Research, 7(1), 152-178. https://doi.org/10.46303/jcsr.2025.8
Ubuz, B. (2007). Interpreting a graph and constructing its derivative graph: stability and change in students’ conceptions. International Journal of Mathematical Education in Science and Technology, 38(5), 609–637. https://doi.org/10.1080/00207390701359313
Yavuz-Mumcu, H. (2018). Matematiksel ilişkilendirme becerisinin kuramsal boyutta incelenmesi: türev kavramı örneği. Turkish Journal of Computer and Mathematics Education, 9(2), 211-248. https://doi.org/10.16949/turkbilmat.379891