Modelling of Learning Styles in Relation to University- level Lectures
DOI:
https://doi.org/10.29019/enfoqueute.v9n4.400Keywords:
Correlation Matrix, Engineering Education, ILS, Learning StylesAbstract
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.
Downloads
Download data is not yet available.
References
Bursill-Hall, P. (2002). Why do we study geometry?: Answers through the ages. Cambridge: DPMMS Centre for Mathematical Sciences Wilberforce Road.
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.
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.
Published
2018-12-21
Issue
Section
Computer Science, ICTs
License
The authors retain all copyrights ©.
- The authors retain their trademark and patent rights, as well as rights to any process or procedure described in the article.
- The authors retain the right to share, copy, distribute, perform, and publicly communicate the article published in Enfoque UTE (for example, post it in an institutional repository or publish it in a book), provided that acknowledgment of its initial publication in Enfoque UTE is given.
- The authors retain the right to publish their work at a later date, to use the article or any part of it (for example, a compilation of their work, lecture notes, a thesis, or for a book), provided that they indicate the source of publication (authors of the work, journal, volume, issue, and date).
How to Cite
Modelling of Learning Styles in Relation to University- level Lectures. (2018). Enfoque UTE, 9(4), pp. 88 - 98. https://doi.org/10.29019/enfoqueute.v9n4.400