Exploring the Relationship of Mathematical Reasoning and Computational Thinking
Resumo
We investigated the relationship between Mathematical Reasoning and Computational Thinking in high school students. We used Screening Programming and Bebras as assessment tools to estimate the participants’ Mathematical Reasoning and Computational Thinking proficiency. Through the statistical analysis, we observed a robust and moderate correlation between these skills in students. Our findings suggest that the development of one skill can contribute to the improvement of the other and underscores the importance of considering these skills in an integrated manner during students’ education. This study’s findings provide relevant insights for planning instruction and learning strategies in the field of Computer Science while also fostering future research in diverse educational contexts.Referências
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Brennan, K. and Resnick, M. (2012). New frameworks for studying and assessing the development of computational thinking. In Proceedings of the 2012 annual meeting of the American educational research association, Vancouver, Canada, volume 1, page 25.
Dagienė, V. and Sentance, S. (2016). It’s computational thinking! bebras tasks in the curriculum. In Informatics in Schools: Improvement of Informatics Knowledge and Perception: 9th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2016, Münster, Germany, October 13-15, 2016, Proceedings 9, pages 28–39. Springer.
Dantas, D. M. (2022). Análise da confiabilidade de um instrumento na mensuração de habilidades cognitivas preditoras em novatos em programação. In Trabalho de Conclusão de Curso, Monografia (Bacharelado em Computação) – Centro de Ciências e Tecnologias, Universidade Estadual da Paraíba.
Grover, S. and Pea, R. (2013). Computational thinking in k–12: A review of the state of the field. Educational researcher, 42(1):38–43.
Grover, S. and Pea, R. (2018). Computational thinking: A competency whose time has come. Computer science education: Perspectives on teaching and learning in school, 19(1):19–38.
Guzdial, M. (2015). Learner-centered design of computing education: Research on computing for everyone. Synthesis Lectures on Human-Centered Informatics, 8(6):1–165.
Lesh, R. A. and Doerr, H. M. (2003). Beyond constructivism: Models and modeling perspectives on mathematics problem solving, learning, and teaching. Routledge.
Morais, C., Serrazina, L., and Ponte, J. P. (2018). Mathematical reasoning fostered by (fostering) transformations of rational number representations. Acta Scientiae, 20(4).
Resnick, M. and Rosenbaum, E. (2013). Designing for tinkerability. In Design, make, play, pages 163–181. Routledge.
Santana, B. L., Chavez, C. v. F. G., and Bittencourt, R. A. (2021). Uma definição operacional para pensamento computacional. In Anais do Simpósio Brasileiro de Educação em Computação, pages 93–103. SBC.
Silva, E. C. d. (2018). Pensamento computacional e a formação de conceitos matemáticos nos anos finais do ensino fundamental: uma possibilidade com kits de robótica.
Sturgill, R. (2019). Mathematical modeling: Issues and challenges in mathematics education and teaching. Editorial Team, 11(5):71.
Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3):33–35.
Wing, J. M. (2021). Pensamento computacional. Educação e Matemática, (162):2–4.
Brennan, K. and Resnick, M. (2012). New frameworks for studying and assessing the development of computational thinking. In Proceedings of the 2012 annual meeting of the American educational research association, Vancouver, Canada, volume 1, page 25.
Dagienė, V. and Sentance, S. (2016). It’s computational thinking! bebras tasks in the curriculum. In Informatics in Schools: Improvement of Informatics Knowledge and Perception: 9th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2016, Münster, Germany, October 13-15, 2016, Proceedings 9, pages 28–39. Springer.
Dantas, D. M. (2022). Análise da confiabilidade de um instrumento na mensuração de habilidades cognitivas preditoras em novatos em programação. In Trabalho de Conclusão de Curso, Monografia (Bacharelado em Computação) – Centro de Ciências e Tecnologias, Universidade Estadual da Paraíba.
Grover, S. and Pea, R. (2013). Computational thinking in k–12: A review of the state of the field. Educational researcher, 42(1):38–43.
Grover, S. and Pea, R. (2018). Computational thinking: A competency whose time has come. Computer science education: Perspectives on teaching and learning in school, 19(1):19–38.
Guzdial, M. (2015). Learner-centered design of computing education: Research on computing for everyone. Synthesis Lectures on Human-Centered Informatics, 8(6):1–165.
Lesh, R. A. and Doerr, H. M. (2003). Beyond constructivism: Models and modeling perspectives on mathematics problem solving, learning, and teaching. Routledge.
Morais, C., Serrazina, L., and Ponte, J. P. (2018). Mathematical reasoning fostered by (fostering) transformations of rational number representations. Acta Scientiae, 20(4).
Resnick, M. and Rosenbaum, E. (2013). Designing for tinkerability. In Design, make, play, pages 163–181. Routledge.
Santana, B. L., Chavez, C. v. F. G., and Bittencourt, R. A. (2021). Uma definição operacional para pensamento computacional. In Anais do Simpósio Brasileiro de Educação em Computação, pages 93–103. SBC.
Silva, E. C. d. (2018). Pensamento computacional e a formação de conceitos matemáticos nos anos finais do ensino fundamental: uma possibilidade com kits de robótica.
Sturgill, R. (2019). Mathematical modeling: Issues and challenges in mathematics education and teaching. Editorial Team, 11(5):71.
Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3):33–35.
Wing, J. M. (2021). Pensamento computacional. Educação e Matemática, (162):2–4.
Publicado
06/11/2023
Como Citar
FERREIRA, Thiago Diniz; SANTOS, Jucelio Soares dos; MEDEIROS, Rosângela de Araújo; ANDRADE, Wilkerson L.; BRUNET, João; MELO, Monilly Ramos Araujo.
Exploring the Relationship of Mathematical Reasoning and Computational Thinking. In: WORKSHOP DE INFORMÁTICA NA ESCOLA (WIE), 29. , 2023, Passo Fundo/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2023
.
p. 583-591.
DOI: https://doi.org/10.5753/wie.2023.235113.