Learning styles and academic performance in Distance Education: a research in specialization courses
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng por |
Título da fonte: | Revista Brasileira de Gestão de Negócios (Online) |
DOI: | 10.7819/rbgn.v17i57.1852 |
Texto Completo: | https://rbgn.fecap.br/RBGN/article/view/1852 |
Resumo: | Objective – The objective of the study is to identify whether learning styles impact academic performance and online and face-to-face assessment activities in Distance Education.Design/methodology/approach – Learning styles were mapped using the Index of Learning Styles (ILS) of Felder and Soloman (1991). For data analysis, generalized linear models methodology was adopted; the Wald test was used to evaluate the effect of the factors.Theoretical foundation - This research is based on cognitive theory. The model of Felder and Silverman (1988) underlies the ILS of Felder and Soloman (1991), which classifies learning styles into four dimensions: Active / Reflective; Sensory / Intuitive; Visual / Verbal; Sequential / Global.Findings – (i) The predominant profile of the sample consists of the following styles: active, sensory, verbal and sequential; (ii) learning styles impacted academic performance only in the Active / Reflective dimension; (iii) significant differences were found between the mean of online and face-to-face assessment activities only in the Sensory / Intuitive dimension; (iv) the means of online assessment activities are larger in every styles dimensions.Practical implications – Contributions for: (i) professors, as to how to choose and shape teaching strategies, i.e, to adopt teaching techniques that are appropriate to students’ characteristics; (ii) for students, knowing their learning style is important to understand and develop new learning strategies; (iii) educational managers, who can use knowledge about learning styles to structure the LMS with better use of resources and promoting student learning. |
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Revista Brasileira de Gestão de Negócios (Online) |
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Learning styles and academic performance in Distance Education: a research in specialization coursesEstilos de aprendizaje y desempeño académico en la Educación a Distancia: una investigación en cursos de especializaciónEstilos de aprendizagem e desempenho acadêmico na Educação a Distância: uma investigação em cursos de especializaçãoLearning stylesAcademic performanceDistance education.Estilos de aprendizagemDesempenho acadêmicoEducação a distância.Objective – The objective of the study is to identify whether learning styles impact academic performance and online and face-to-face assessment activities in Distance Education.Design/methodology/approach – Learning styles were mapped using the Index of Learning Styles (ILS) of Felder and Soloman (1991). For data analysis, generalized linear models methodology was adopted; the Wald test was used to evaluate the effect of the factors.Theoretical foundation - This research is based on cognitive theory. The model of Felder and Silverman (1988) underlies the ILS of Felder and Soloman (1991), which classifies learning styles into four dimensions: Active / Reflective; Sensory / Intuitive; Visual / Verbal; Sequential / Global.Findings – (i) The predominant profile of the sample consists of the following styles: active, sensory, verbal and sequential; (ii) learning styles impacted academic performance only in the Active / Reflective dimension; (iii) significant differences were found between the mean of online and face-to-face assessment activities only in the Sensory / Intuitive dimension; (iv) the means of online assessment activities are larger in every styles dimensions.Practical implications – Contributions for: (i) professors, as to how to choose and shape teaching strategies, i.e, to adopt teaching techniques that are appropriate to students’ characteristics; (ii) for students, knowing their learning style is important to understand and develop new learning strategies; (iii) educational managers, who can use knowledge about learning styles to structure the LMS with better use of resources and promoting student learning. Objetivo –Identificar se os estilos de aprendizagem impactam o desempenho acadêmico nas atividades de avaliação online e presencial na modalidade de Educação a Distância.Método – Os estilos de aprendizagem foram mapeados com a utilização do Índice dos Estilos de Aprendizagem (ILS) de Felder e Soloman (1991). Para a análise dos dados foi adotada a metodologia de modelos lineares generalizados e para avaliar o efeito dos fatores utilizou-se o teste de Wald.Fundamentação teórica – A pesquisa fundamenta-se na teoria cognitiva. O Modelo de Felder e Silverman (1988) embasa o ILS de Felder e Soloman (1991), que classifica os estilos de aprendizagem em quatro dimensões: Ativo/Reflexivo; Sensorial/Intuitivo; Visual/Verbal; Sequencial/Global.Resultados – (i) o perfil preponderante da amostra é composto pelos estilos: ativo, sensorial, verbal e sequencial; (ii) os estilos de aprendizagem impactaram o desempenho acadêmico apenas na dimensão Ativo/Reflexivo; (iii) foram encontradas diferenças significativas entre a média das atividades de avaliação online e presencial apenas na dimensão Sensorial/Intuitivo; (iv) as médias das notas das atividades de avaliação online são maiores em todas as dimensões de estilos.Contribuições – Contribuição para: (i) os professores, na escolha e modelagem das estratégias de ensino, ou seja, adotar técnicas de ensino adequadas às características dos estudantes; (ii) os estudantes conhecerem o seu estilo de aprendizagem, para entender e desenvolver novas estratégias de aprendizagem; (iii) os gestores educacionais, que poderão empregar o conhecimento sobre os estilos de aprendizagem para estruturar o AVA com melhor aproveitamento de recursos e favorecendo o aprendizado dos alunos.FECAP2015-12-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado por paresapplication/pdfapplication/pdfhttps://rbgn.fecap.br/RBGN/article/view/185210.7819/rbgn.v17i57.1852Review of Business Management; Vol. 17 No. 57 (2015); 1300-1316RBGN Revista Brasileira de Gestão de Negócios; Vol. 17 Núm. 57 (2015); 1300-1316RBGN - Revista Brasileira de Gestão de Negócios; v. 17 n. 57 (2015); 1300-13161983-08071806-4892reponame:Revista Brasileira de Gestão de Negócios (Online)instname:Fundação Escola de Comércio Álvares Penteado (FECAP)instacron:FECAPengporhttps://rbgn.fecap.br/RBGN/article/view/1852/pdfhttps://rbgn.fecap.br/RBGN/article/view/1852/pdf_1Mendes da Silva, DeniseAraujo Leal, EdvaldaMoura Pereira, JanserDutra de Oliveira Neto, Joséinfo:eu-repo/semantics/openAccess2021-07-21T16:27:41Zoai:ojs.emnuvens.com.br:article/1852Revistahttp://rbgn.fecap.br/RBGN/indexhttps://rbgn.fecap.br/RBGN/oai||jmauricio@fecap.br1983-08071806-4892opendoar:2024-03-06T13:03:37.462981Revista Brasileira de Gestão de Negócios (Online) - Fundação Escola de Comércio Álvares Penteado (FECAP)true |
dc.title.none.fl_str_mv |
Learning styles and academic performance in Distance Education: a research in specialization courses Estilos de aprendizaje y desempeño académico en la Educación a Distancia: una investigación en cursos de especialización Estilos de aprendizagem e desempenho acadêmico na Educação a Distância: uma investigação em cursos de especialização |
title |
Learning styles and academic performance in Distance Education: a research in specialization courses |
spellingShingle |
Learning styles and academic performance in Distance Education: a research in specialization courses Learning styles and academic performance in Distance Education: a research in specialization courses Mendes da Silva, Denise Learning styles Academic performance Distance education. Estilos de aprendizagem Desempenho acadêmico Educação a distância. Mendes da Silva, Denise Learning styles Academic performance Distance education. Estilos de aprendizagem Desempenho acadêmico Educação a distância. |
title_short |
Learning styles and academic performance in Distance Education: a research in specialization courses |
title_full |
Learning styles and academic performance in Distance Education: a research in specialization courses |
title_fullStr |
Learning styles and academic performance in Distance Education: a research in specialization courses Learning styles and academic performance in Distance Education: a research in specialization courses |
title_full_unstemmed |
Learning styles and academic performance in Distance Education: a research in specialization courses Learning styles and academic performance in Distance Education: a research in specialization courses |
title_sort |
Learning styles and academic performance in Distance Education: a research in specialization courses |
author |
Mendes da Silva, Denise |
author_facet |
Mendes da Silva, Denise Mendes da Silva, Denise Araujo Leal, Edvalda Moura Pereira, Janser Dutra de Oliveira Neto, José Araujo Leal, Edvalda Moura Pereira, Janser Dutra de Oliveira Neto, José |
author_role |
author |
author2 |
Araujo Leal, Edvalda Moura Pereira, Janser Dutra de Oliveira Neto, José |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Mendes da Silva, Denise Araujo Leal, Edvalda Moura Pereira, Janser Dutra de Oliveira Neto, José |
dc.subject.por.fl_str_mv |
Learning styles Academic performance Distance education. Estilos de aprendizagem Desempenho acadêmico Educação a distância. |
topic |
Learning styles Academic performance Distance education. Estilos de aprendizagem Desempenho acadêmico Educação a distância. |
description |
Objective – The objective of the study is to identify whether learning styles impact academic performance and online and face-to-face assessment activities in Distance Education.Design/methodology/approach – Learning styles were mapped using the Index of Learning Styles (ILS) of Felder and Soloman (1991). For data analysis, generalized linear models methodology was adopted; the Wald test was used to evaluate the effect of the factors.Theoretical foundation - This research is based on cognitive theory. The model of Felder and Silverman (1988) underlies the ILS of Felder and Soloman (1991), which classifies learning styles into four dimensions: Active / Reflective; Sensory / Intuitive; Visual / Verbal; Sequential / Global.Findings – (i) The predominant profile of the sample consists of the following styles: active, sensory, verbal and sequential; (ii) learning styles impacted academic performance only in the Active / Reflective dimension; (iii) significant differences were found between the mean of online and face-to-face assessment activities only in the Sensory / Intuitive dimension; (iv) the means of online assessment activities are larger in every styles dimensions.Practical implications – Contributions for: (i) professors, as to how to choose and shape teaching strategies, i.e, to adopt teaching techniques that are appropriate to students’ characteristics; (ii) for students, knowing their learning style is important to understand and develop new learning strategies; (iii) educational managers, who can use knowledge about learning styles to structure the LMS with better use of resources and promoting student learning. |
publishDate |
2015 |
dc.date.none.fl_str_mv |
2015-12-16 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Avaliado por pares |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://rbgn.fecap.br/RBGN/article/view/1852 10.7819/rbgn.v17i57.1852 |
url |
https://rbgn.fecap.br/RBGN/article/view/1852 |
identifier_str_mv |
10.7819/rbgn.v17i57.1852 |
dc.language.iso.fl_str_mv |
eng por |
language |
eng por |
dc.relation.none.fl_str_mv |
https://rbgn.fecap.br/RBGN/article/view/1852/pdf https://rbgn.fecap.br/RBGN/article/view/1852/pdf_1 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
FECAP |
publisher.none.fl_str_mv |
FECAP |
dc.source.none.fl_str_mv |
Review of Business Management; Vol. 17 No. 57 (2015); 1300-1316 RBGN Revista Brasileira de Gestão de Negócios; Vol. 17 Núm. 57 (2015); 1300-1316 RBGN - Revista Brasileira de Gestão de Negócios; v. 17 n. 57 (2015); 1300-1316 1983-0807 1806-4892 reponame:Revista Brasileira de Gestão de Negócios (Online) instname:Fundação Escola de Comércio Álvares Penteado (FECAP) instacron:FECAP |
instname_str |
Fundação Escola de Comércio Álvares Penteado (FECAP) |
instacron_str |
FECAP |
institution |
FECAP |
reponame_str |
Revista Brasileira de Gestão de Negócios (Online) |
collection |
Revista Brasileira de Gestão de Negócios (Online) |
repository.name.fl_str_mv |
Revista Brasileira de Gestão de Negócios (Online) - Fundação Escola de Comércio Álvares Penteado (FECAP) |
repository.mail.fl_str_mv |
||jmauricio@fecap.br |
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1822234129170694144 |
dc.identifier.doi.none.fl_str_mv |
10.7819/rbgn.v17i57.1852 |