Strengthening teaching practice with Learning Analytics: a case study

This article shows the analysis and evaluation of a case study about the implementation of the CloudLabs classroom management software, conducted in an educational institution in Bogotá, in the area of natural sciences in sixth to eleventh grades. The objective was to develop the analytical competen...

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Tipo de recurso:
http://purl.org/coar/resource_type/c_6724
Fecha de publicación:
2020
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/13525
Acceso en línea:
https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075
https://repositorio.uptc.edu.co/handle/001/13525
Palabra clave:
data analysis
learning
teacher competence
formative evaluation
information management
análisis de datos
aprendizaje
competencia docente
evaluación formativa
gestión de la información
analyse des données
apprentissage,
compétences des enseignants
évaluation formative
gestion de l’information
análise de dados
aprendizagem
competência docente
avaliação formativa
gestão da informação
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Derechos de autor 2020 Lucy González, Carlos Lugo
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dc.title.en-US.fl_str_mv Strengthening teaching practice with Learning Analytics: a case study
dc.title.es-ES.fl_str_mv Fortalecimiento de la práctica docente con Learning Analytics: estudio de caso
dc.title.fr-FR.fl_str_mv Renforcement des pratiques des enseignants au moyen de L’Analytique de l’Apprentissage: une étude de cas
dc.title.pt-BR.fl_str_mv Fortalecimento da prática docente com o Learning Analytics: estudo de caso
title Strengthening teaching practice with Learning Analytics: a case study
spellingShingle Strengthening teaching practice with Learning Analytics: a case study
data analysis
learning
teacher competence
formative evaluation
information management
análisis de datos
aprendizaje
competencia docente
evaluación formativa
gestión de la información
analyse des données
apprentissage,
compétences des enseignants
évaluation formative
gestion de l’information
análise de dados
aprendizagem
competência docente
avaliação formativa
gestão da informação
title_short Strengthening teaching practice with Learning Analytics: a case study
title_full Strengthening teaching practice with Learning Analytics: a case study
title_fullStr Strengthening teaching practice with Learning Analytics: a case study
title_full_unstemmed Strengthening teaching practice with Learning Analytics: a case study
title_sort Strengthening teaching practice with Learning Analytics: a case study
dc.subject.en-US.fl_str_mv data analysis
learning
teacher competence
formative evaluation
information management
topic data analysis
learning
teacher competence
formative evaluation
information management
análisis de datos
aprendizaje
competencia docente
evaluación formativa
gestión de la información
analyse des données
apprentissage,
compétences des enseignants
évaluation formative
gestion de l’information
análise de dados
aprendizagem
competência docente
avaliação formativa
gestão da informação
dc.subject.es-ES.fl_str_mv análisis de datos
aprendizaje
competencia docente
evaluación formativa
gestión de la información
dc.subject.fr-FR.fl_str_mv analyse des données
apprentissage,
compétences des enseignants
évaluation formative
gestion de l’information
dc.subject.pt-BR.fl_str_mv análise de dados
aprendizagem
competência docente
avaliação formativa
gestão da informação
description This article shows the analysis and evaluation of a case study about the implementation of the CloudLabs classroom management software, conducted in an educational institution in Bogotá, in the area of natural sciences in sixth to eleventh grades. The objective was to develop the analytical competence in the teachers through a mixed learning environment, InnovalacTIC, for their appropriation of knowledge and skills in the personalization of learning on the basis of the data. From a qualitative methodology, focused on a research-action design, it was possible to recognize the contribution of the Learning Analytics tools and of the CloudLabs virtual laboratory in the personalization of learning and in the formative evaluation. Moreover, the implemented learning environment allowed to define the required teaching competences and, in general, the difficulties that must be overcome for the use of data as a tool for transformation in classrooms.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2024-07-05T19:04:31Z
dc.date.available.none.fl_str_mv 2024-07-05T19:04:31Z
dc.date.none.fl_str_mv 2020-01-02
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_6724
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
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format http://purl.org/coar/resource_type/c_6724
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075
10.19053/22160159.v11.n25.2020.9075
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/13525
url https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075
https://repositorio.uptc.edu.co/handle/001/13525
identifier_str_mv 10.19053/22160159.v11.n25.2020.9075
dc.language.none.fl_str_mv spa
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/8693
https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/8867
https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/9119
https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/10353
dc.rights.es-ES.fl_str_mv Derechos de autor 2020 Lucy González, Carlos Lugo
https://creativecommons.org/licenses/by-nc-nd/4.0
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf225
rights_invalid_str_mv Derechos de autor 2020 Lucy González, Carlos Lugo
https://creativecommons.org/licenses/by-nc-nd/4.0
http://purl.org/coar/access_right/c_abf225
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
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dc.publisher.es-ES.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia
dc.source.en-US.fl_str_mv Praxis & Saber; Vol. 11 No. 25 (2020): Saberes e interacciones escolares; 227 - 254
dc.source.es-ES.fl_str_mv Praxis & Saber; Vol. 11 Núm. 25 (2020): Saberes e interacciones escolares; 227 - 254
dc.source.fr-FR.fl_str_mv Praxis & Saber; Vol. 11 No 25 (2020): Saberes e interacciones escolares; 227 - 254
dc.source.it-IT.fl_str_mv Praxis & Saber; V. 11 N. 25 (2020): Saberes e interacciones escolares; 227 - 254
dc.source.pt-BR.fl_str_mv Praxis & Saber; v. 11 n. 25 (2020): Saberes e interacciones escolares; 227 - 254
dc.source.none.fl_str_mv 2462-8603
2216-0159
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
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spelling 2020-01-022024-07-05T19:04:31Z2024-07-05T19:04:31Zhttps://revistas.uptc.edu.co/index.php/praxis_saber/article/view/907510.19053/22160159.v11.n25.2020.9075https://repositorio.uptc.edu.co/handle/001/13525This article shows the analysis and evaluation of a case study about the implementation of the CloudLabs classroom management software, conducted in an educational institution in Bogotá, in the area of natural sciences in sixth to eleventh grades. The objective was to develop the analytical competence in the teachers through a mixed learning environment, InnovalacTIC, for their appropriation of knowledge and skills in the personalization of learning on the basis of the data. From a qualitative methodology, focused on a research-action design, it was possible to recognize the contribution of the Learning Analytics tools and of the CloudLabs virtual laboratory in the personalization of learning and in the formative evaluation. Moreover, the implemented learning environment allowed to define the required teaching competences and, in general, the difficulties that must be overcome for the use of data as a tool for transformation in classrooms.Este artículo presenta  el análisis y la evaluación de un estudio de caso sobre la implementación del software para la gestión de aula CloudLabs, realizado en una institución educativa de Bogotá, en el área de ciencias naturales en los grados de sexto a undécimo. El objetivo fue desarrollar la competencia analítica en los docentes mediante un ambiente de aprendizaje mixto, InnovalacTIC, para la apropiación de conocimientos y competencias en la personalización de los aprendizajes a partir de los datos. Desde una metodología cualitativa, centrada en un diseño de investigación-acción, fue posible reconocer el aporte de las herramientas Learning Analytics y del laboratorio virtual CloudLabs en la personalización de aprendizajes y en la evaluación formativa. Asimismo, el ambiente de aprendizaje implementado permitió definir las competencias docentes requeridas y, en general, las dificultades que se deben superar para el aprovechamiento de los datos como herramienta de transformación en las aulas de clases.On présente l’analyse et l’évaluation d’une étude de cas sur la mise en place du logiciel CloudLabs pour la gestion de classe. L’étude a été effectuée dans un établissement éducatif à Bogotá dans le domaine des sciences naturelles pour les niveaux 6 à 11 de l’enseignement secondaire. L’objectif a été de développer des compétences analytiques chez les enseignants en instaurant un environnement d’apprentissage mixte visant à l’appropriation de connaissances et de compétences dans la personnalisation des apprentissages à partir des données. Sur la base d’une méthode qualitative centrée sur une conception de recherche-action, il a été possible de reconnaître l’apport des outils de L’Analytique de l’Apprentissage et du laboratoire virtuel CloudLabs à la personnalisation des apprentissages et à l’évaluation formative. De même, l’environnement d’apprentissage mis en œuvre a permis d’identifier les compétences des enseignants qui sont requises et, en général, les difficultés qu’ils doivent surmonter pour utiliser les données comme un outil de transformation dans les salles de classe.Mostra-se a análise e avaliação de um estudo de caso sobre implementação do software para a gestão da sala CloudLabs, realizado numa instituição educativa em Bogotá, na área de ciências naturais nas séries de sexto ao décimo primeiro. O objetivo foi desenvolver a competência analítica em docentes através de um ambiente de aprendizagem misto, InnovalacTIC, para a apropriação de conhecimentos e competências na personalização de aprendizagem a partir dos dados. Desde de uma metodologia qualitativa, centrada em um desenho de pesquisa-ação, foi possível reconhecer a contribuição das ferramentas de Learning Analytics e do laboratório virtual CloudLabs na personalização de aprendizagem e na avaliação formativa. Assim mesmo, o ambiente de aprendizagem implementado permitiu definir as competências docentes requeridas e, em geral, as dificuldades que devem superar para o aproveitamento dos dados como ferramenta de transformação nas salas de classe.application/pdftext/htmlapplication/epub+zipapplication/xmlspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/8693https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/8867https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/9119https://revistas.uptc.edu.co/index.php/praxis_saber/article/view/9075/10353Derechos de autor 2020 Lucy González, Carlos Lugohttps://creativecommons.org/licenses/by-nc-nd/4.0http://purl.org/coar/access_right/c_abf225http://purl.org/coar/access_right/c_abf2Praxis & Saber; Vol. 11 No. 25 (2020): Saberes e interacciones escolares; 227 - 254Praxis & Saber; Vol. 11 Núm. 25 (2020): Saberes e interacciones escolares; 227 - 254Praxis & Saber; Vol. 11 No 25 (2020): Saberes e interacciones escolares; 227 - 254Praxis & Saber; V. 11 N. 25 (2020): Saberes e interacciones escolares; 227 - 254Praxis & Saber; v. 11 n. 25 (2020): Saberes e interacciones escolares; 227 - 2542462-86032216-0159data analysislearningteacher competenceformative evaluationinformation managementanálisis de datosaprendizajecompetencia docenteevaluación formativagestión de la informaciónanalyse des donnéesapprentissage,compétences des enseignantsévaluation formativegestion de l’informationanálise de dadosaprendizagemcompetência docenteavaliação formativagestão da informaçãoStrengthening teaching practice with Learning Analytics: a case studyFortalecimiento de la práctica docente con Learning Analytics: estudio de casoRenforcement des pratiques des enseignants au moyen de L’Analytique de l’Apprentissage: une étude de casFortalecimento da prática docente com o Learning Analytics: estudo de casoinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6724http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a308http://purl.org/coar/version/c_970fb48d4fbd8a85González, LucyLugo, Carlos001/13525oai:repositorio.uptc.edu.co:001/135252025-07-18 11:44:03.122metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co