Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales

The purpose of this manuscript is to determine the correlation between the variables that enhance the learning capability associated with the development of research in Higher Education Institutions. For this purpose, the multivariate analysis of clusters of variables using the SPSS software is appl...

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Autores:
Gallego Cossio, Laura Constanza
Araque De Los Rios, Oscar Javier
Tipo de recurso:
Article of journal
Fecha de publicación:
2019
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/41549
Acceso en línea:
https://doi.org/10.1080/00319104.2019.1594227
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058189922&doi=10.1590%2f1678-5150-PVB-5997&partnerID=40&md5=ae6157c810fc834139b3adf6089ece47
https://hdl.handle.net/20.500.12494/41549
Palabra clave:
Multivariant analysis
Research
Statistics
Correlation matrix
Educational institutions
Higher education institutions
Institutional policies
Learning capabilities
Multi variate analysis
Multivariate techniques
SPSS
Principal component analysis
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closedAccess
License
http://purl.org/coar/access_right/c_14cb
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oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/41549
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spelling Gallego Cossio, Laura ConstanzaAraque De Los Rios, Oscar Javier2021-12-16T22:15:36Z2021-12-16T22:15:36Z2019https://doi.org/10.1080/00319104.2019.1594227https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058189922&doi=10.1590%2f1678-5150-PVB-5997&partnerID=40&md5=ae6157c810fc834139b3adf6089ece4707168756https://hdl.handle.net/20.500.12494/41549GALLEGO L,ARAQUE O. Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales. Inf Tecnológica. 2019. 30. (2):p. 257-264. .The purpose of this manuscript is to determine the correlation between the variables that enhance the learning capability associated with the development of research in Higher Education Institutions. For this purpose, the multivariate analysis of clusters of variables using the SPSS software is applied. From the ward method for cluster grouping and square Euclidean distance interval, the groups that are formed are identified. This selection of clusters is corroborated with the multivariate technique of principal component analysis, with an analysis of KMO correlation matrix (Kaiser, Meyer and Olkin) and Bartlett's sphericity test. The analysis showed that the learning capability presents a strong interaction with the external sector, reflected by the high level of relationship between alliances and institutional policies and of these with the development of agreements. The training and graduate training of researchers and the monitoring of knowledge present a lower level of correlation with the other variables. © 2019 Centro de Informacion Tecnologica. All Rights Reserved.0000-0003-3131-235Xlaura.gallego@campusucc.edu.co264-257Centro de Informacion TecnologicaMultivariant analysisResearchStatisticsCorrelation matrixEducational institutionsHigher education institutionsInstitutional policiesLearning capabilitiesMulti variate analysisMultivariate techniquesSPSSPrincipal component analysisVariables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes PrincipalesArtículohttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionInformacion Tecnologicainfo:eu-repo/semantics/closedAccesshttp://purl.org/coar/access_right/c_14cbPublication20.500.12494/41549oai:repository.ucc.edu.co:20.500.12494/415492024-08-20 16:21:35.426metadata.onlyhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.com
dc.title.spa.fl_str_mv Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
title Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
spellingShingle Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
Multivariant analysis
Research
Statistics
Correlation matrix
Educational institutions
Higher education institutions
Institutional policies
Learning capabilities
Multi variate analysis
Multivariate techniques
SPSS
Principal component analysis
title_short Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
title_full Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
title_fullStr Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
title_full_unstemmed Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
title_sort Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales
dc.creator.fl_str_mv Gallego Cossio, Laura Constanza
Araque De Los Rios, Oscar Javier
dc.contributor.author.none.fl_str_mv Gallego Cossio, Laura Constanza
Araque De Los Rios, Oscar Javier
dc.subject.spa.fl_str_mv Multivariant analysis
Research
Statistics
Correlation matrix
Educational institutions
Higher education institutions
Institutional policies
Learning capabilities
Multi variate analysis
Multivariate techniques
SPSS
Principal component analysis
topic Multivariant analysis
Research
Statistics
Correlation matrix
Educational institutions
Higher education institutions
Institutional policies
Learning capabilities
Multi variate analysis
Multivariate techniques
SPSS
Principal component analysis
description The purpose of this manuscript is to determine the correlation between the variables that enhance the learning capability associated with the development of research in Higher Education Institutions. For this purpose, the multivariate analysis of clusters of variables using the SPSS software is applied. From the ward method for cluster grouping and square Euclidean distance interval, the groups that are formed are identified. This selection of clusters is corroborated with the multivariate technique of principal component analysis, with an analysis of KMO correlation matrix (Kaiser, Meyer and Olkin) and Bartlett's sphericity test. The analysis showed that the learning capability presents a strong interaction with the external sector, reflected by the high level of relationship between alliances and institutional policies and of these with the development of agreements. The training and graduate training of researchers and the monitoring of knowledge present a lower level of correlation with the other variables. © 2019 Centro de Informacion Tecnologica. All Rights Reserved.
publishDate 2019
dc.date.issued.none.fl_str_mv 2019
dc.date.accessioned.none.fl_str_mv 2021-12-16T22:15:36Z
dc.date.available.none.fl_str_mv 2021-12-16T22:15:36Z
dc.type.none.fl_str_mv Artículo
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.none.fl_str_mv info:eu-repo/semantics/article
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dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.none.fl_str_mv https://doi.org/10.1080/00319104.2019.1594227
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058189922&doi=10.1590%2f1678-5150-PVB-5997&partnerID=40&md5=ae6157c810fc834139b3adf6089ece47
dc.identifier.issn.spa.fl_str_mv 07168756
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/41549
dc.identifier.bibliographicCitation.spa.fl_str_mv GALLEGO L,ARAQUE O. Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales. Inf Tecnológica. 2019. 30. (2):p. 257-264. .
url https://doi.org/10.1080/00319104.2019.1594227
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058189922&doi=10.1590%2f1678-5150-PVB-5997&partnerID=40&md5=ae6157c810fc834139b3adf6089ece47
https://hdl.handle.net/20.500.12494/41549
identifier_str_mv 07168756
GALLEGO L,ARAQUE O. Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales. Inf Tecnológica. 2019. 30. (2):p. 257-264. .
dc.relation.ispartofjournal.spa.fl_str_mv Informacion Tecnologica
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/closedAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_14cb
eu_rights_str_mv closedAccess
rights_invalid_str_mv http://purl.org/coar/access_right/c_14cb
dc.format.extent.spa.fl_str_mv 264-257
dc.publisher.spa.fl_str_mv Centro de Informacion Tecnologica
institution Universidad Cooperativa de Colombia
repository.name.fl_str_mv Repositorio Institucional Universidad Cooperativa de Colombia
repository.mail.fl_str_mv bdigital@metabiblioteca.com
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