Abstract
In the current era of the digital and knowledge society with an imminent fourth industrial revolution, many subjects related to the appropriation of Digital Technologies are understood as basic professional skills of the 21st century. In this way of thinking, this article shows the results obtained from a study of 205 last year’s high school students about their learning patterns and how this could be related to the acquisition of digital technology appropriation skills in their first university semester. The mixed research approach uses the data from a survey of learning patterns named Inventory of Learning Styles (ILS) to perform a factor analysis and identify clusters that allowed to classify the population into groups according to their affinity level with learning patterns, closely related to skills of appropriation of digital technologies. The research makes possible to establish curricular management strategies to strengthen these skills. With the data analysis, it was possible to identify three groups where one of them has greater affinity with learning patterns oriented to meaningful learning, this group also has a better performance in digital technology appropriation skills.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Binkley, M., Erstad, O., Herman, J., Raizen, S., Ripleym, M., Rumble, M.: Defining 21st Century Skills. University of Melbourne, Melbourne (2010)
Delors, J.: Learning the Treasure Within; Education: the Necessary Utopia. UNESCO Publications, París (1996)
OECD: Doctorate for Education and Skills. Skills beyond school. Testing student and universiy performance globally. OECD, Bruselas (2012)
Brown, S.: Best Practices in 21st Century Learning Environments: A Study of Two P21 Exemplar Schools. Brandman University, Irvine (2018)
Gordon, J.: Key competences in Europe: Opening doors for lifelong learners across the school curriculum and teacher education. Case Networks Reports, p. 87 (2009)
Marzano, R.J., Kendall, J.S.: The New Taxonomy of Educational Objectives. Sage Publications, London (2007)
Vermunt, J.D.: The regulation of constructive learning processes. Br. J. Educ. Psychol. 68, 149–171 (1998)
Rodríguez García, A.M., Romero Rodríguez, J.M., Campos Soto, M.N.: De nativos digitales a aprendices digitales: la realidad que se esconde en las universidades españolas, de Innovaciones e investigaciones universitarias hispano-italianas, Sevilla, Geforán S.L., pp. 116-132 (2018)
INTEF: Marco común de competencia digital docente. Ministerio de Educación, Cultura y Deporte, Madrid (2017)
Vermunt, J.D., Donche, V.: A learning patterns perspective on student learning in higher education: state of the art and moving forward. Educ. Psychol. Rev. 29, 131 (2017)
García Ravidá, L.B.: Patrones de aprendizaje en universitarios Latinoamericanos: Dimensión cultural e implicaciones educativas. Universidad Autónoma de Barcelona, Barcelona (2017)
Samaja, J.: Epistemología y metodología. Elementos para una teoría de la investigación científica. Eudeba, Buenos Aires (2012)
Martínez-Fernández, J.R., García-Ravidá, L., González-Velásquez, L., Gutiérrez-Braojos, C., Poggioli, L., Ramírez-Otálvaro y, P., Tellería, M.B.: Inventario de Estilos de Aprendizaje en Español. Documento interno del Grup de Recerca PAFIU. Universitat Autònoma de Barcelona, Barcelona (2009)
IBM Corp.: IBM SPSS Statistics for Windows, Version 23.0, Armonk (2015)
Gorman, B.S., Primavera, L.H.: The complementary use of cluster and factor analysis methods. J. Exp. Educ. 51(4), 165–168 (1983)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
García Arango, D.A., Agudelo Alzate, G.C., Cuéllar Rojas, O.A., Villarreal Fernández, J.E., Henao Villa, C.F. (2020). Learning Patterns Identification as a Strategy for Digital Appropriation Skills in Fresher University Students. In: Rocha, Á., Adeli, H., Reis, L., Costanzo, S., Orovic, I., Moreira, F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1159. Springer, Cham. https://doi.org/10.1007/978-3-030-45688-7_35
Download citation
DOI: https://doi.org/10.1007/978-3-030-45688-7_35
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-45687-0
Online ISBN: 978-3-030-45688-7
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)