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:
2023
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/50789
Acceso en línea:
https://doi.org/http://dx.doi.org/10.4067/S0718-07642019000200257
https://scielo.conicyt.cl/scielo.php?script=sci_arttext&pid=S0718-07642019000200257
https://hdl.handle.net/20.500.12494/50789
Palabra clave:
CORRELATION MATRIX
EDUCATIONAL INSTITUTIONS
HIGHER EDUCATION INSTITUTIONS
INSTITUTIONAL POLICIES
LEARNING CAPABILITIES
MULTI VARIATE ANALYSIS
MULTIVARIANT ANALYSIS
MULTIVARIATE TECHNIQUES
PRINCIPAL COMPONENT ANALYSIS
RESEARCH
SPSS
STATISTICS
Rights
openAccess
License
http://purl.org/coar/access_right/c_abf2
id COOPER2_204bff3756384a17c84f5214e7ab9b53
oai_identifier_str oai:repository.ucc.edu.co:20.500.12494/50789
network_acronym_str COOPER2
network_name_str Repositorio UCC
repository_id_str
spelling Gallego Cossio, Laura ConstanzaAraque de los Rios, Oscar Javier2023-05-24T16:30:05Z2023-05-24T16:30:05Z01/04/2019https://doi.org/http://dx.doi.org/10.4067/S0718-07642019000200257https://scielo.conicyt.cl/scielo.php?script=sci_arttext&pid=S0718-0764201900020025707168756https://hdl.handle.net/20.500.12494/50789Gallego Cossio Laura,Araque De los rios Oscar javier.Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales.Informacion Tecnologica. 2019. 30. (2):p. 257-264The 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.0000-0003-3131-235Xoscar.araque@campusucc.edu.co257-264Centro de Informacion TecnologicaCORRELATION MATRIXEDUCATIONAL INSTITUTIONSHIGHER EDUCATION INSTITUTIONSINSTITUTIONAL POLICIESLEARNING CAPABILITIESMULTI VARIATE ANALYSISMULTIVARIANT ANALYSISMULTIVARIATE TECHNIQUESPRINCIPAL COMPONENT ANALYSISRESEARCHSPSSSTATISTICSVariables 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/openAccesshttp://purl.org/coar/access_right/c_abf2Publication20.500.12494/50789oai:repository.ucc.edu.co:20.500.12494/507892024-08-20 16:18:51.498metadata.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
CORRELATION MATRIX
EDUCATIONAL INSTITUTIONS
HIGHER EDUCATION INSTITUTIONS
INSTITUTIONAL POLICIES
LEARNING CAPABILITIES
MULTI VARIATE ANALYSIS
MULTIVARIANT ANALYSIS
MULTIVARIATE TECHNIQUES
PRINCIPAL COMPONENT ANALYSIS
RESEARCH
SPSS
STATISTICS
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 CORRELATION MATRIX
EDUCATIONAL INSTITUTIONS
HIGHER EDUCATION INSTITUTIONS
INSTITUTIONAL POLICIES
LEARNING CAPABILITIES
MULTI VARIATE ANALYSIS
MULTIVARIANT ANALYSIS
MULTIVARIATE TECHNIQUES
PRINCIPAL COMPONENT ANALYSIS
RESEARCH
SPSS
STATISTICS
topic CORRELATION MATRIX
EDUCATIONAL INSTITUTIONS
HIGHER EDUCATION INSTITUTIONS
INSTITUTIONAL POLICIES
LEARNING CAPABILITIES
MULTI VARIATE ANALYSIS
MULTIVARIANT ANALYSIS
MULTIVARIATE TECHNIQUES
PRINCIPAL COMPONENT ANALYSIS
RESEARCH
SPSS
STATISTICS
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 2023
dc.date.issued.none.fl_str_mv 01/04/2019
dc.date.accessioned.none.fl_str_mv 2023-05-24T16:30:05Z
dc.date.available.none.fl_str_mv 2023-05-24T16:30:05Z
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
dc.type.redcol.none.fl_str_mv http://purl.org/redcol/resource_type/ART
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/http://dx.doi.org/10.4067/S0718-07642019000200257
https://scielo.conicyt.cl/scielo.php?script=sci_arttext&pid=S0718-07642019000200257
dc.identifier.issn.spa.fl_str_mv 07168756
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/50789
dc.identifier.bibliographicCitation.spa.fl_str_mv Gallego Cossio Laura,Araque De los rios Oscar javier.Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales.Informacion Tecnologica. 2019. 30. (2):p. 257-264
url https://doi.org/http://dx.doi.org/10.4067/S0718-07642019000200257
https://scielo.conicyt.cl/scielo.php?script=sci_arttext&pid=S0718-07642019000200257
https://hdl.handle.net/20.500.12494/50789
identifier_str_mv 07168756
Gallego Cossio Laura,Araque De los rios Oscar javier.Variables de Influencia en la Capacidad de Aprendizaje. Un Análisis por Conglomerados y Componentes Principales.Informacion Tecnologica. 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/openAccess
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 257-264
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
_version_ 1808789094170361856

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