Modelling of Learning Styles in Relation to University- level Lectures
Throughout this paper we seek to demonstrate the practicality of obtaining an approximate model of the relationship between a score that determines the learning styles of a student and the results obtained in a specific University-level lecture. The study considered the voluntary participation of over six hundred students from “Escuela Politécnica Nacional” of Ecuador (EPN). The Index of Learning Styles model was used to establish the various learning styles of the students. The analysis of the results considers the linear correlation and the correlation distance.
Coffield, F., Moseley, D. H., & Ecclestone, K. (2004). Learning styles and pedagogy in post-16 learning: A systematic and critical review. London: Learning and Skills Research Centre.
Cueva, R., Calderón, J., Salazar , D., & Grijalva , G. (2018). Learning Style Analysis of Engineering and Technology Freshmen. Integrated STEM Education Conference (ISEC), 2018 IEEE, 181-188.
Felder, R., & Linda, S. (1988). Learning and Teaching Styles. Engr. Education, 78(7), 674-681.
Felder, R., & Rebecca, B. (2005a). Understanding Student Differences. Journal of Engineering Education, 94(1), 57-72.
Felder, R., & Spurlin, J. (2005b). Applications, Reliability and Validity of the Index of Learning Styles. International journal of engineering education, 21(1), 103-112.
Hall, E., & Moseley, D. (2005). Is there a role for learning styles in personalised education and training? International Journal of Lifelong Education, 24(3), 243-255.
Hayes, J., & Allinson, C. (1997). Learning styles and training and development in work settings: Lessons from educational research. Educational Psychology, 17(1-2), 185-193.
Litzinger, T., Ha, S., Wise, J. C., & Felder, R. (2007). A psychometric Study of the Index of Learning Styles. Jornal of Engineering Education, 96(4), 309-319.
Sánchez, T., Sandoval , I., Salazar, D., & Sánchez , X. (2018). Mathematical model to estimate the probability to approve given the first grade at the Escuela Politécnica Nacional. 16th LACCEI International Multi-Conference for Engineering, Education and Technology: "Innovation in Education and Inclusion", 19-21.