A utilização do paradigma humanista sociocognitivo e a sua relação com a qualidade do ensino da matemática nos cursos de engenharia

Autores

DOI:

https://doi.org/10.18861/cied.2025.16.2.4039

Palavras-chave:

aprendizagem, desenvolvimento integral, ensino de engenharia, estratégias pedagógicas, metodologias educacionais

Resumo

O paradigma do humanismo sócio-cognitivo é uma forma inovadora de melhorar o ensino da matemática nos programas de engenharia, ao incluir processos cognitivos, sociais e emocionais que promovem uma aprendizagem significativa e aplicável. No entanto, a prevalência de métodos tradicionais restringe a sua adoção e dificulta a ligação do conhecimento teórico à sua aplicação prática, que é crucial para o desenvolvimento profissional. O objetivo deste estudo foi analisar a relação entre o desempenho académico em matemática e a utilização de estratégias baseadas no paradigma sócio-cognitivo humanista, bem como a perceção dos estudantes sobre a qualidade do ensino nos cursos de engenharia. Foi utilizada uma abordagem quantitativa correlacional e descritiva, medida por variáveis como a implementação do paradigma e a qualidade do ensino. A análise dos dados foi efectuada através de ANOVA, regressão linear e estatística descritiva. Os resultados mostram uma correlação positiva muito forte R= 0,833 entre as variáveis em estudo. O modelo de regressão explica 69,4% da variabilidade do paradigma humanista sócio-cognitivo R2 = 0,694, apresentando um ajuste estatisticamente significativo p<0,001. A análise ANOVA verificou que a qualidade da instrução prediz significativamente a adoção do paradigma, enquanto a estatística Durbin-Watson 2,101 verificou a independência dos resíduos. Em conclusão, o paradigma humanista sócio-cognitivo melhora tanto o desempenho académico como a perceção da qualidade do ensino por parte dos estudantes. A sua aplicação exige a superação de obstáculos na conceção dos programas curriculares e na formação dos professores.

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Referências

Arteaga, Y. A., & Begnini, L. F. (2022). Inclusión educativa en Ecuador: Análisis de la educación superior para estudiantes con necesidades educativas en Ecuador. RECIMUNDO, 6(1), 308–318.

Arteño, R., Zabala, M., & Basantes, D. (2020). Metodología de enseñanza docente en el proceso educativo virtual, carrera de pedagogía de la historia y las ciencias sociales. BOLETÍN REDIPE, 10(1), 205–214.

Barak, M., Hussein-Farraj, R., & Dori, Y. J. (2016). On-campus or online: examining self-regulation and cognitive transfer skills in different learning settings. International Journal of Educational Technology, 13(35), 2–18. https://doi.org/10.1186/s41239-016-0035-9

Barba, E. M. (2020). Desenvolvimiento das competências cognitivas proprias das artes ciencias na sala de aula. RIAFE, 15(4), 2727–2740. https://doi.org/10.21723/riaee.v15iesp4.14520

Barnett, R. (2001). Los límites de la competencia. El conocimiento, la educación superior y la sociedad. Gedisa.

Berger, J. L., & Karabenick, S. A. (2011). Motivation and students’ use of learning strategies: Evidence of unidirectional effects in mathematics classrooms. Learning and Instruction, 21(3), 416–428. https://doi.org/10.1016/j.learninstruc.2010.06.002

Bitangcol, R. I. S., Ibañez, E. D., & Pentang, J. T. (2024). Socio-Cognitive Factors Affecting the Behavioral Intention of Preservice Teachers to Use Educational Technology. International Journal of Learning, Teaching and Educational Research, 23(8), 468–488. https://doi.org/10.26803/ijlter.23.8.24

Blanco, A., Moreno, Y. C., & Ndabishibije, J. M. (2016). Adaptación y propiedades psicométricas de escalas sociocognitivas. Una aplicación en el ámbito vocacional científico-matemático. REOP, 27, 8–28.

Bütün, M., & Karakuş, F. (2021). Mathematics teachers’ views on distance education and their beliefs about integrating computer technology in mathematics courses. Journal of Pedagogical Research, 5(2), 88–102. https://doi.org/10.33902/JPR.2021269394

Carmona-Medeiro, E., & Cardeñoso Domingo, J. M. (2021). Social interaction: A crucial means to promote sustainability in initial teacher training. Sustainability (Switzerland), 13(15). https://doi.org/10.3390/su13158666

Cerda, G., Pérez, C., Ortega, R., Lleujo, M., & Sanhueza, L. (2017). Fortalecimiento de competencias matemáticas tempranas en preescolares, un estudio chileno. Psychology, Society, & Education, 3(1), 23. https://doi.org/10.25115/psye.v3i1.550

Cheema, M. K., Nadeem, A., & Aleem, M. (2019). Motivation, Cognitive and Resource Management Skills: Association of Self-Regulated Learning Domains with Gender, Clinical Transition and Academic Performance of Undergraduate Medical Students. Medical Science Educator, 29(1), 79–86. https://doi.org/10.1007/s40670-018-00630-z

Cho, M. H., & Heron, M. L. (2015). Self-regulated learning: the role of motivation, emotion, and use of learning strategies in students’ learning experiences in a self-paced online mathematics course. Distance Education, 36(1), 80–99. https://doi.org/10.1080/01587919.2015.1019963

Chuchuca, G. F. B. (2022). Observations on the competency approach and its relationship with educational quality. Sophia (Ecuador), 2022(32), 93–117. https://doi.org/10.17163/soph.n32.2022.02

Correa-Arias, C. (2024). De la formación teórica al pensamiento epistémico en los posgrados en Educación en América Latina. Revista UNIMAR, 42(1), 72–87. https://doi.org/10.31948/ru.v42i1.3850

de Araujo, Z., Otten, S., & Birisci, S. (2017). Teacher-created videos in a flipped mathematics class: digital curriculum materials or lesson enactments? ZDM - Mathematics Education, 49(5), 687–699. https://doi.org/10.1007/s11858-017-0872-6

Delgado, G. (2015). El paradigma socio-cognitivo-humanista y la evaluación en el proceso de enseñanza aprendizaje de los oficiales alumnos de la maestría en ciencias militares de la Escuela Superior de Guerra del ejército-2014.

Eccles, J. S., & Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61. https://doi.org/10.1016/j.cedpsych.2020.101859

Verdugo-Coronel, C. G., & Licenciado, I. (2021). Educación emocional para un aprendizaje significativo Emotional education for meaningful learning Educação emocional para uma aprendizagem significativa. Dominio de Las Ciencias, 7(4), 1054–1063. https://doi.org/10.23857/dc.v7i4.2465

Gadille, M., Corvasce, C., & Impedovo, M. (2023). Material and Socio-Cognitive Effects of Immersive Virtual Reality in a French Secondary School: Conditions for Innovation. Education Sciences, 13(3). https://doi.org/10.3390/educsci13030251

García-Muñoz, C. M., & Gómez-Gallego, R. Á. (2021). Epistemological Approach to Social Imaginaries, as an Analytical Category within Social Science. Revista Guillermo de Ockham, 19(2), 219–232. https://doi.org/10.21500/22563202.4807

Gildehaus, L., Liebendörfer, M., & Heyd-Metzuyanim, E. (2024). “I’m a bit out of place here.” Preservice teachers’ positioning in the figured world of university mathematics. Educational Studies in Mathematics, 116(2), 237–255. https://doi.org/10.1007/s10649-024-10315-7

Hernández-Sampieri, R., & Mendoza, C. P. (2018). Metodología de la Investigación. McGraw Hill.

Hernesniemi, E., Räty, H., Kasanen, K., Cheng, X., Hong, J., & Kuittinen, M. (2020). Students’ achievement motivation in Finnish and Chinese higher education and its relation to perceived teaching-learning environments. Scandinavian Journal of Psychology, 61(2), 204–217. https://doi.org/10.1111/sjop.12580

Kahl, S., & Kopp, S. (2023). Intertwining the social and the cognitive loops: socially enactive cognition for human-compatible interactive systems. Philosophical Transactions of the Royal Society B: Biological Sciences, 378(1875). https://doi.org/10.1098/rstb.2021.0474

Kiem, M. T., & Keodavan, X. (2024). Unpacking the advantages and challenges of flipped classrooms in initial mathematics teacher education in Vietnam. Eurasia Journal of Mathematics, Science and Technology Education, 20(5). https://doi.org/10.29333/ejmste/14449

León, J. P., & Cisneros, P. F. (2021). Competencias y recursos digitales para la enseñanza aprendizaje en educación básica superior. Revista Scientific, 6(20), 92–112. https://doi.org/10.29394/scientific.issn.2542-2987.2021.6.20.5.92-112

Meesuk, P., Wongrugsa, A., & Wangkaewhiran, T. (2021). Sustainable Teacher Professional Development Through Professional Learning Community: PLC. Journal of Teacher Education for Sustainability, 23(2), 30–44. https://doi.org/10.2478/jtes-2021-0015

Mizyed, H. A., & Eccles, C. U. (2023). Understanding Emirati teachers’ challenges in fostering problem-solving skills development in early years. A preliminary study. Social Sciences and Humanities Open, 8(1). https://doi.org/10.1016/j.ssaho.2023.100561

Neumann, I., Jeschke, C., & Heinze, A. (2021). First Year Students’ Resilience to Cope with Mathematics Exercises in the University Mathematics Studies. Journal Fur Mathematik-Didaktik, 42(2), 307–333. https://doi.org/10.1007/s13138-020-00177-w

OCDE (2005). La definición y selección de competencias clave.

Ouchen, L., Tifroute, L., & El Hariri, K. (2023). Emotional Competency in Teaching: A Qualitative Study of Practices among Preschool and Elementary School Teachers. International Journal of Learning, Teaching and Educational Research, 22(6), 459–474. https://doi.org/10.26803/ijlter.22.6.24

Parada Carreño, M. J., Bravo Valero, A. J., & Hernández Albarracín, J. D. (2024). Sociocognitive configuration: meanings and creations in the mathematical learning of middle school students. Data and Metadata, 3. https://doi.org/10.56294/dm2024.348

Patiño, H. (2012). Educación humanista en la universidad. Un análisis a partir de las prácticas docentes efectivas. Perfiles Educativos, 34(136), 23–41.

Parra, H., Tobón, S., & López, J. (2015). Docencia socioformativa y desempeño académico en la educación superior. Paradigma, XXXVI, 42–55.

Pepin, B., Biehler, R., & Gueudet, G. (2021). Mathematics in Engineering Education: a Review of the Recent Literature with a View towards Innovative Practices. International Journal of Research in Undergraduate Mathematics Education, 7(2), 163–188. https://doi.org/10.1007/s40753-021-00139-8

Pinxten, M., Van Soom, C., Peeters, C., De Laet, T., & Langie, G. (2019). At-risk at the gate: prediction of study success of first-year science and engineering students in an open-admission university in Flanders-any incremental validity of study strategies? European Journal of Psychology of Education, 34(1), 45-66. https://doi.org/10.1007/s10212-017-0361-x

Rojas, A. R. (2016). Paradigma socio cognitivo humanista para la educación Cognitive socio humanist paradigm for education. Revista Científica de Educación EDUSER, 1(3), 35–39.

Rodríguez Navas, P. M., Simelio, N., & Corcoy Rius, M. (2017). Metodologías de evaluación de la transparencia: procedimientos y problemas. Revista Latina de Comunicación Social, 72(8), 818–831. https://doi.org/10.4185/RLCS-2017-1194

Romero Medina, G. M. (2018). Calidad educativa: engranaje entre la gestión del conocimiento, la gestión educativa, la innovación y los ambientes de aprendizaje. Revista de Estudios y Experiencias En Educación, 17(35), 91-103.

Rukajat, A., Gusniar, I. N., Abas, T. T., Nurkhalizah, E., & Bachruddin, R. (2024). Utilizing Information and Communication Technology in Scalable Management Strategies for Teacher Development. EAI Endorsed Transactions on Scalable Information Systems, 11(2), 1-11. https://doi.org/10.4108/eetsis.4444

Ugarelli, R., & Sægrov, S. (2022). Infrastructure Asset Management: Historic and Future Perspective for Tools, Risk Assessment, and Digitalization for Competence Building. Water (Switzerland), 14(8). https://doi.org/10.3390/w14081236

UNESCO (2011). Alfabetización mediática e informacional.

Vega Gutiérrez, L. V. (2020). Gestión educativa y su relación con el desempeño docente. Ciencia y Educación, 1(2), 18–28. https://doi.org/10.48169/ecuatesis/0102202008

Venero Chaparro, J., & Becerra Traver, M. T. (2024). Tratamiento de los factores temperamentales, motivacionales y socio-cognitivo-actitudinales en la población adolescente-jove. Revisión sistemática. Revista INFAD de Psicología. International Journal of Developmental and Educational Psychology, 1(1), 339-349. https://doi.org/10.17060/ijodaep.2024.n1.v1.2627

Waltner, E. M., Scharenberg, K., Hörsch, C., & Rieß, W. (2020). What teachers think and know about education for sustainable development and how they implement it in class. Sustainability (Switzerland), 12(4). https://doi.org/10.3390/su12041690

Wild, S., & Neef, C. (2023). Analyzing the associations between motivation and academic performance via the mediator variables of specific mathematic cognitive learning strategies in different subject domains of higher education. International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-023-00423-w

Wright, P., Fejzo, A., & Carvalho, T. (2022). Progressive pedagogies made visible: Implications for equitable mathematics teaching. Curriculum Journal, 33(1), 25–41. https://doi.org/10.1002/curj.122

Zabalza, M. (1997). Diseño y desarrollo curricular. Narcea.

Publicado

2025-08-05

Como Citar

Chumpitaz Camarena, M. F. (2025). A utilização do paradigma humanista sociocognitivo e a sua relação com a qualidade do ensino da matemática nos cursos de engenharia. Cuadernos De Investigación Educativa, 16(2). https://doi.org/10.18861/cied.2025.16.2.4039

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