How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques

This study aimed to investigate how university teachers and students in Education, Health Sciences, and Engineering understand the ‘learning to learn’ competence, using text mining. Analyses covered 160 interventions from teachers (16,317 token-words) and 243 interventions from students (15,394 tok...

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Main Authors: Fran-J. García-García, Inmaculada López-Francés, Cristian Molla-Esparza, Evelyn-E. Moctezuma-Ramírez, Bernardo Gargallo-López
Format: Article
Language:English
Published: Universidad de Navarra 2024-07-01
Series:Estudios sobre Educación
Subjects:
Online Access:https://revistas.unav.edu/index.php/estudios-sobre-educacion/article/view/45229
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author Fran-J. García-García
Inmaculada López-Francés
Cristian Molla-Esparza
Evelyn-E. Moctezuma-Ramírez
Bernardo Gargallo-López
author_facet Fran-J. García-García
Inmaculada López-Francés
Cristian Molla-Esparza
Evelyn-E. Moctezuma-Ramírez
Bernardo Gargallo-López
author_sort Fran-J. García-García
collection DOAJ
description This study aimed to investigate how university teachers and students in Education, Health Sciences, and Engineering understand the ‘learning to learn’ competence, using text mining. Analyses covered 160 interventions from teachers (16,317 token-words) and 243 interventions from students (15,394 token-words). Students emphasized mentoring and adaptive skills, while teachers focused on autonomy and significant learning. Students highlighted the role of teachers in facilitating successful learning, while teachers prioritised information management and teamwork with classmates. Implications for educational practice were discussed, considering the theoretical assumptions.
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series Estudios sobre Educación
spelling doaj-art-4bfcd34770024c56bf55af35258b40852025-02-12T09:09:42ZengUniversidad de NavarraEstudios sobre Educación1578-70012386-62922024-07-014810.15581/004.48.004How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining TechniquesFran-J. García-García0Inmaculada López-Francés1Cristian Molla-Esparza2Evelyn-E. Moctezuma-Ramírez3Bernardo Gargallo-López4Department of Educational Theory, University of Valencia, Avda. Blasco Ibáñez 30, 46021, Valencia (España)Department of Educational Theory, University of Valencia, Avda. Blasco Ibáñez 30, 46021, Valencia (España)Department of Research Methods and Diagnostics in Education, University of Valencia, Avda. Blasco Ibáñez 30, 46021, Valencia (España)Department of Educational Theory, University of Valencia, Avda. Blasco Ibáñez 30, 46021, Valencia (España) / Institute of Science of Education, University Autonomous of the State of Morelos (México)Department of Educational Theory, University of Valencia, Avda. Blasco Ibáñez 30, 46021, Valencia (España) This study aimed to investigate how university teachers and students in Education, Health Sciences, and Engineering understand the ‘learning to learn’ competence, using text mining. Analyses covered 160 interventions from teachers (16,317 token-words) and 243 interventions from students (15,394 token-words). Students emphasized mentoring and adaptive skills, while teachers focused on autonomy and significant learning. Students highlighted the role of teachers in facilitating successful learning, while teachers prioritised information management and teamwork with classmates. Implications for educational practice were discussed, considering the theoretical assumptions. https://revistas.unav.edu/index.php/estudios-sobre-educacion/article/view/45229Learning to learnUniversity teacherUniversity studentText mining
spellingShingle Fran-J. García-García
Inmaculada López-Francés
Cristian Molla-Esparza
Evelyn-E. Moctezuma-Ramírez
Bernardo Gargallo-López
How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
Estudios sobre Educación
Learning to learn
University teacher
University student
Text mining
title How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
title_full How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
title_fullStr How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
title_full_unstemmed How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
title_short How University Teachers and Students Understand the «Learning to Learn» Competence: An Exploratory Study Through Text Mining Techniques
title_sort how university teachers and students understand the learning to learn competence an exploratory study through text mining techniques
topic Learning to learn
University teacher
University student
Text mining
url https://revistas.unav.edu/index.php/estudios-sobre-educacion/article/view/45229
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