APLICAÇÃO DE ANÁLISE ESTATÍSTICA NA EDUCAÇÃO MATEMÁTICA: AVALIAÇÃO DA EFICÁCIA DE MÉTODOS DE ENSINO INOVADORES

Autores

  • Erica Gouvea UNITAU
  • Susana Aparecida da Veiga UNITAU
  • Katia Celina da Silva Richetto UNITAU
  • Willian José Ferreira UNITAU
  • Roque Antônio de Moura FATEC

DOI:

https://doi.org/10.69609/1516-2893.2024.v30.n2.a3886

Palavras-chave:

Educação Matemática, Métodos Inovadores, Estatística

Resumo

Este artigo investiga a aplicação de métodos estatísticos para avaliar a eficácia de abordagens inovadoras no ensino de matemática no ensino médio. A pesquisa compara a aprendizagem baseada em problemas (PBL) com métodos tradicionais de ensino, utilizando testes t para amostras independentes e ANOVA para análise de dados. Os resultados indicam que a PBL melhora significativamente o desempenho dos alunos em testes padronizados de matemática, promovendo uma compreensão mais profunda dos conceitos e maior engajamento. Além disso, a PBL desenvolve habilidades de pensamento crítico e colaboração entre os alunos. As implicações deste estudo sugerem que a implementação de métodos de ensino inovadores pode transformar a prática pedagógica na educação matemática, resultando em melhores resultados acadêmicos e maior motivação dos alunos. O artigo conclui com recomendações para futuras pesquisas e práticas educativas.

Referências

Banks, J. A. (2009). Teaching strategies for ethnic studies (8th ed.). Allyn & Bacon.

Barrows, H. S. (1996). Problem-based learning in medicine and beyond: A brief overview. New Directions for Teaching and Learning, 1996(68), 3-12.

Bell, S. (2010). Project-based learning for the 21st century: Skills for the future. The Clearing House: A Journal of Educational Strategies, Issues and Ideas, 83(2), 39-43.

Clark, R. C., & Mayer, R. E. (2016). e-Learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning. John Wiley & Sons.

Dichev, C., & Dicheva, D. (2017). Gamifying education: What is known, what is believed and what remains uncertain: A critical review. International Journal of Educational Technology in Higher Education, 14(1), 9.

Freeman, S., Eddy, S. L., McDonough, M., Smith, M. K., Okoroafor, N., Jordt, H., & Wenderoth, M. P. (2014). Active learning increases student performance in science, engineering, and mathematics. Proceedings of the National Academy of Sciences, 111(23), 8410-8415.

Garrison, D. R., & Kanuka, H. (2004). Blended learning: Uncovering its transformative potential in higher education. The Internet and Higher Education, 7(2), 95-105.

Gay, G. (2000). Culturally responsive teaching: Theory, research, and practice. Teachers College Press.

Graham, C. R. (2006). Blended learning systems: Definition, current trends, and future directions. In C. J. Bonk & C. R. Graham (Eds.), The Handbook of Blended Learning: Global Perspectives, Local Designs (pp. 3-21). Pfeiffer.

Gutstein, E. (2003). Teaching and learning mathematics for social justice in an urban, Latino school. Journal for Research in Mathematics Education, 34(1), 37-73.

Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does gamification work? A literature review of empirical studies on gamification. In Proceedings of the 47th Hawaii International Conference on System Sciences (pp. 3025-3034). IEEE.

Hattie, J. (2009). Visible Learning: A Synthesis of Over 800 Meta-Analyses Relating to Achievement. Routledge.

Hiebert, J., & Grouws, D. A. (Eds.). (2007). The effects of classroom mathematics teaching on students’ learning (Vol. 11). IAP.

Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review, 16(3), 235-266.

Horn, M. B., & Staker, H. (2011). The rise of K-12 blended learning. Innosight Institute. Retrieved from https://www.christenseninstitute.org/wp-content/uploads/2013/04/The-rise-of-K-12-blended-learning.pdf

Johnson, D. W., & Johnson, R. T. (2009). An Educational Psychology Success Story: Social Interdependence Theory and Cooperative Learning. Educational Researcher, 38(5), 365-379.

Johnson, L., Adams Becker, S., Estrada, V., & Freeman, A. (2017). NMC Horizon Report: 2017 Higher Education Edition. The New Media Consortium.

Kay, R. H., & LeSage, A. (2009). Examining the benefits and challenges of using audience response systems: A review of the literature. Computers & Education, 53(3), 819-827.

Ladson-Billings, G. (1995). Toward a theory of culturally relevant pedagogy. American Educational Research Journal, 32(3), 465-491.

Liu, O. L., Bridgeman, B., & Adler, R. M. (2012). Measuring learning outcomes in higher education: Motivation matters. Educational Researcher, 41(9), 352-362.

Marzano, R. J., Pickering, D. J., & Pollock, J. E. (2001). Classroom Instruction that Works: Research-based Strategies for Increasing Student Achievement. Association for Supervision and Curriculum Development (ASCD).

Means, B., Toyama, Y., Murphy, R., Bakia, M., & Jones, K. (2013). The effectiveness of online and blended learning: A meta-analysis of the empirical literature. Teachers College Record, 115(3), 1-47.

Moreno, R., & Mayer, R. E. (2007). Interactive multimodal learning environments. Educational Psychology Review, 19(3), 309-326.

Prince, M. (2004). Does active learning work? A review of the research. Journal of Engineering Education, 93(3), 223-231.

Savery, J. R. (2006). Overview of problem-based learning: Definitions and distinctions. Interdisciplinary Journal of Problem-based Learning, 1(1), 3.

Schmidt, H. G., Loyens, S. M., van Gog, T., & Paas, F. (2011). Problem-based learning is compatible with human cognitive architecture: Commentary on Kirschner, Sweller, and Clark (2006). Educational Psychologist, 46(2), 71-77

Sousa, D. A. (2008). How the Brain Learns Mathematics. Corwin Press.

Strobel, J., & van Barneveld, A. (2009). When is PBL more effective? A meta-synthesis of meta-analyses comparing PBL to conventional classrooms. Interdisciplinary Journal of Problem-Based Learning, 3(1), 44-58.

Werbach, K., & Hunter, D. (2012). For the win: How game thinking can revolutionize your business. Wharton Digital Press.

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Publicado

2024-11-05

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