Learning styles and academic performance in Distance Education: a research in specialization courses

Detalhes bibliográficos
Autor(a) principal: Mendes da Silva, Denise
Data de Publicação: 2015
Outros Autores: Araujo Leal, Edvalda, Moura Pereira, Janser, Dutra de Oliveira Neto, José
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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spelling 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
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identifier_str_mv 10.7819/rbgn.v17i57.1852
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language eng
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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
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instname_str Fundação Escola de Comércio Álvares Penteado (FECAP)
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reponame_str Revista Brasileira de Gestão de Negócios (Online)
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repository.name.fl_str_mv Revista Brasileira de Gestão de Negócios (Online) - Fundação Escola de Comércio Álvares Penteado (FECAP)
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dc.identifier.doi.none.fl_str_mv 10.7819/rbgn.v17i57.1852