Skip to main content
Log in

The role of software Modellus in a teaching approach based on model analysis

  • Original Article
  • Published:
ZDM Aims and scope Submit manuscript

Abstract

We discuss some results of a study carried out over the past 4 years to investigate the role of Modellus, a software package, in the development of an approach to teaching calculus for Biology majors. The central idea of the teaching approach is to propose the analysis of a mathematical model for a biological phenomenon at the very beginning of the course, in a way that this analysis is interrelated with some of the mathematical concepts listed in the syllabus. In this paper, we focus on the role of the software during the development of one of the activities proposed to the students, the purpose of which was to discuss the relation between secant lines and the instantaneous rate of change. It was found that this software played two roles in the development of this activity: providing information about the phenomenon and the model; and acting as a trigger, making evident to the student an important aspect that contributed to his understanding. Based on our theoretical perspective of digital technology, we believe that students’ interaction with the software played a fundamental role in the thinking collective composed of humans and media involved in mathematical learning.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Artigue, M. (2002). Learning mathematics in a CAS environment: The genesis about a reflection about instrumentation and the dialectics between technical and conceptual work. International Journal of Computers for Mathematical Learning, 7(3), 245–274.

    Article  Google Scholar 

  • Barbosa, S. M. (2009). Tecnologias da Informação e Comunicação, Função Composta e Regra da Cadeia. Doctoral Dissertation, Universidade Estadual Paulista, Rio Claro, SP.

  • Basañez, M.-G., & Rodríguez, D. J. (2004). Dinámica de transmisión y modelos matemáticos en enfermedades transmitidas por vectores. Entomotropica, 19(3), 113–134.

    Google Scholar 

  • Biembengut, M. S., & Hein, N. (1995). Uma proposta para o ensino de Cálculo. Temas & Debates, VIII(6), 44–59.

    Google Scholar 

  • Borba, M. C. (2012). Humans-with-media and continuing education for mathematics teachers in online environments. ZDM - The International Journal on Mathematics Education, 44(6), 801–814.

    Article  Google Scholar 

  • Borba, M. C., & Villarreal, M. E. (2005). Humans-with-media and the reorganization of mathematical thinking: Information and communication technologies, modeling, experimentation and visualization. New York: Springer.

    Google Scholar 

  • Busse, A., & Borromeo Ferri, R. (2003). Methodological reflections on a three-step-design combining observation, stimulated recall and interview. ZDM - The International Journal on Mathematics Education, 35(6), 257–264.

    Google Scholar 

  • Catapani, E. C. (2001). Cálculo em Serviço: um estudo exploratório. Bolema, 14(16), 48–62.

    Google Scholar 

  • Doerr, H., & Wood, T. (2006). Pesquisa-Projeto (design research): aprendendo a ensinar Matemática. In M. C. Borba (Ed.), Tendências Internacionais em Formação de Professores de Matemática. Belo Horizonte: Autêntica.

    Google Scholar 

  • Franchi, R. (1995). Cursos de Cálculo: uma proposta alternativa. Temas & Debates, VIII(6), 39–43.

    Google Scholar 

  • Godoy, L. F. S. (2004). Registros de Representação da Noção de Derivada e o Processo de Aprendizagem. Master’s Dissertation, Pontifícia Universidade Católica de São Paulo, São Paulo.

  • Howson, A. G., et al. (1988). On the teaching of mathematics as a service subject. In A. Howson, J.-P. Kahane, P. Lauginie, & E. Turckeim (Eds.), Mathematics as a service subject (pp. 1–19). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Hoyles, C., & Lagrange, J.-B. (Eds.). (2010). Digital technologies and mathematics teaching and learning: Rethinking the terrain. New York: Springer.

    Google Scholar 

  • Jacinto, H., & Carreira, S. (2013). Beyond-school mathematical problem solving: A case of students-with-media. In A. M. Lindmeier & A. Heinze (Eds.), Proceedings of the 37th conference of the international group of psychology of mathematics education (PME) (Vol. 3, pp. 105–112), Kiel, Germany.

  • Lesh, R., & Kelly, A. (2000). Multi-tiered teaching experiments. In A. Kelly & R. Lesh (Eds.), Handbook of research in mathematics and science education (pp. 197–230). Mahwah: Lawrence Erlbaum.

    Google Scholar 

  • Lévy, P. (1993). As Tecnologias da Inteligência: o futuro do pensamento na era da informática. Rio de Janeiro: Editora 34.

  • Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. Newbury Park: Sage.

    Google Scholar 

  • Melo, J. M. R. (2002). Conceito de Integral: uma proposta computacional para o seu ensino e aprendizagem. Master’s Dissertation, Pontifícia Universidade Católica de São Paulo, São Paulo.

  • Menk, L. F. F. (2005). Contribuições de um Software de Geometria Dinâmica na Exploração de Problemas de Máximos e Mínimos. Master’s Dissertation, Universidade Estadual de Londrina, Londrina, PR.

  • Olímpio Junior, A. (2006). Compreensões de Conceitos de Cálculo Diferencial no Primeiro Ano de MatemáticaUma Abordagem Integrando Oralidade, Escrita e Informática. Doctoral Dissertation, Universidade Estadual Paulista, Rio Claro, SP.

  • Pea, R. (1985). Beyond amplification: Using the computer to reorganize mental functioning. Educational Researcher, 20(4), 167–182.

    Google Scholar 

  • Powell, A. B., et al. (2004). Uma Abordagem à Análise de Dados de Vídeo para Investigar o Desenvolvimento de Idéias e Raciocínios Matemáticos de Estudantes. Bolema, 17(21), 81–140.

    Google Scholar 

  • Robert, A., & Speer, N. (2001). Research on the teaching and learning of calculus/elementary analysis. In D. Holton (Ed.), The teaching and learning of mathematics at university level: An ICMI Study (pp. 283–299). Netherlands: Kluwer.

    Google Scholar 

  • Salomon, G., et al. (1991). Partners in cognition: Extending human intelligence with intelligent technologies. Educational Researcher, 20(3), 2–9.

    Article  Google Scholar 

  • Schoenfeld, A. (1995). A brief biography of calculus reform. UME Trends, 6(6), 3–5.

    Google Scholar 

  • Scucuglia, R. (2006). A Investigação Do Teorema Fundamental do Cálculo com Calculadoras Gráficas. Master’s Dissertation, Universidade Estadual Paulista, Rio Claro, SP.

  • Soares, D. S. (2012). Uma Abordagem Pedagógica Baseada na Análise de Modelos para Alunos de Biologia: qual o papel do software? Doctoral Dissertation, Universidade Estadual Paulista, Rio Claro, SP.

  • Soares, D. S., & Borba, M. C. (2011). Fenômeno Biológico, Sistema Dinâmico e Noções de Cálculo I: uma proposta. In L. M. W. de Almeida, J. L. Araújo, & E. Bisognin (Eds.), Práticas de Modelagem Matemática na Educação Matemática (pp. 227–247). Londrina: Eduel.

    Google Scholar 

  • Tall, D., Smith, D., & Piez, C. (2008). Technology and calculus. In M. Kathleen Heid & G. M. Blume (Eds.), Research on technology and the teaching and learning of mathematics (Vol. I, pp. 207–258). New York: Information Age.

    Google Scholar 

  • Tikhomirov, O. K. (1981). The psychological consequences of computerization. In J. V. Wertscsh (Ed.), The concept of activity in Soviet psychology (pp. 256–278). New York: M. E. Sharpe.

    Google Scholar 

  • Wittmann, E. C. (1995). Mathematics education as a ‘design science’. Educational Studies in Mathematics, 29, 355–374.

    Article  Google Scholar 

Download references

Acknowledgments

Although they are not responsible for the content, we would like to thank Anne Kepple and Níccholas Vidal for comments on earlier versions of this paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Débora da Silva Soares.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Soares, D.S., Borba, M.C. The role of software Modellus in a teaching approach based on model analysis. ZDM Mathematics Education 46, 575–587 (2014). https://doi.org/10.1007/s11858-013-0568-5

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11858-013-0568-5

Keywords

Navigation