Determinants of E-learning Evasion Scale (DEES): Proposal and Validation

Detalhes bibliográficos
Autor(a) principal: Vieira, Kelmara Mendes
Data de Publicação: 2020
Outros Autores: Martins, Pedro Saulo Rocha, Bender Filho, Reisoli, Moreira Júnior, Fernando de Jesus
Tipo de documento: Artigo
Idioma: por
Título da fonte: EAD em Foco
Texto Completo: https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035
Resumo: There is a trend for e-learning courses. However, with this trend, there are also high evasion indices in those courses, which is a challenge for institutions’ managing and efficiency. Therefore, it is of high importance to understand why students evade from e-learning courses. Taking this into account, this study had the objective of propose and validate the Determinants of E-learning Evasion Scale (DEES). We assessed 520 students that have evaded from undergraduate and graduate e-learning courses from the Federal University of Santa Maria. We assessed the dimensionality of the scale using confirmatory and exploratory factor analysis. The original version of the DEES scale comprised 52 items. In addition, item quality was analyzed using a multidimensional item response theory model. The models indicated, in general, good items in the DEES scale. Results suggests that the DEES is mainly composed by two dimensions, one relating to support to learning, and the other to personal conditions during study. The first dimension comprised items that highlight the support of the presential teacher in face of the student’s ideas, the feedback and guidance provided by the online teacher, and the perceived knowledge of the online teacher about the course content. In the second dimension, the most important items comprised the time available for studying, the number of work-related commitments/tasks, and the changes in the work routine during the e-course. Keywords: Evasion. E-learning. Scale. Psychometric assessment.
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spelling Determinants of E-learning Evasion Scale (DEES): Proposal and ValidationEscala de Determinantes da Evasão no Ensino a Distância (EDED): Proposição e Validação.There is a trend for e-learning courses. However, with this trend, there are also high evasion indices in those courses, which is a challenge for institutions’ managing and efficiency. Therefore, it is of high importance to understand why students evade from e-learning courses. Taking this into account, this study had the objective of propose and validate the Determinants of E-learning Evasion Scale (DEES). We assessed 520 students that have evaded from undergraduate and graduate e-learning courses from the Federal University of Santa Maria. We assessed the dimensionality of the scale using confirmatory and exploratory factor analysis. The original version of the DEES scale comprised 52 items. In addition, item quality was analyzed using a multidimensional item response theory model. The models indicated, in general, good items in the DEES scale. Results suggests that the DEES is mainly composed by two dimensions, one relating to support to learning, and the other to personal conditions during study. The first dimension comprised items that highlight the support of the presential teacher in face of the student’s ideas, the feedback and guidance provided by the online teacher, and the perceived knowledge of the online teacher about the course content. In the second dimension, the most important items comprised the time available for studying, the number of work-related commitments/tasks, and the changes in the work routine during the e-course. Keywords: Evasion. E-learning. Scale. Psychometric assessment.Os cursos na modalidade de educação à distância têm crescido de forma acelerada no Brasil. Entretanto, os elevados índices de evasão são um desafio à gestão e à eficiência das instituições. Seguindo esta discussão, este trabalho propõe a Escala de Determinantes da Evasão no Ensino a Distância (EDED) a partir da avaliação de modelos de análise fatorial confirmatória e exploratória. A qualidade dos itens foi analisada a partir de modelos multidimensionais de teoria de resposta ao item e, no geral, se mostraram satisfatórios. Os resultados demonstraram que o ajuste do modelo indicou uma estrutura de duas dimensões à EDED; sendo a primeira relacionada ao suporte à aprendizagem e a segunda com as condições pessoais. A EDED pode ser utilizada tanto à avaliação dos fatores que levaram um indivíduo a evadir quanto à avaliação das fragilidades dos cursos oferecidos. Palavras-chave: Evasão. Ensino a distância. Escala. Avaliação psicométrica.Fundação Cecierj2020-09-14info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://eademfoco.cecierj.edu.br/index.php/Revista/article/view/103510.18264/eadf.v10i2.1035EaD em Foco; Vol. 10 No. 2 (2020)EaD em Foco; Vol. 10 Núm. 2 (2020)EaD em Foco; v. 10 n. 2 (2020)2177-8310reponame:EAD em Focoinstname:Fundação Centro de Ciências e Educação Superior a Distância do Estado do Rio de Janeiro (CECIERJ)instacron:CECIERJporhttps://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035/571https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035/582BrazilBrasilBrasilCopyright (c) 2020 EaD em Focoinfo:eu-repo/semantics/openAccessVieira, Kelmara MendesMartins, Pedro Saulo RochaBender Filho, ReisoliMoreira Júnior, Fernando de Jesus2020-09-11T20:01:12ZRevistahttps://eademfoco.cecierj.edu.br/index.php/RevistaONG
dc.title.none.fl_str_mv Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
Escala de Determinantes da Evasão no Ensino a Distância (EDED): Proposição e Validação.
title Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
spellingShingle Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
Vieira, Kelmara Mendes
title_short Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
title_full Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
title_fullStr Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
title_full_unstemmed Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
title_sort Determinants of E-learning Evasion Scale (DEES): Proposal and Validation
author Vieira, Kelmara Mendes
author_facet Vieira, Kelmara Mendes
Martins, Pedro Saulo Rocha
Bender Filho, Reisoli
Moreira Júnior, Fernando de Jesus
author_role author
author2 Martins, Pedro Saulo Rocha
Bender Filho, Reisoli
Moreira Júnior, Fernando de Jesus
author2_role author
author
author
dc.contributor.author.fl_str_mv Vieira, Kelmara Mendes
Martins, Pedro Saulo Rocha
Bender Filho, Reisoli
Moreira Júnior, Fernando de Jesus
description There is a trend for e-learning courses. However, with this trend, there are also high evasion indices in those courses, which is a challenge for institutions’ managing and efficiency. Therefore, it is of high importance to understand why students evade from e-learning courses. Taking this into account, this study had the objective of propose and validate the Determinants of E-learning Evasion Scale (DEES). We assessed 520 students that have evaded from undergraduate and graduate e-learning courses from the Federal University of Santa Maria. We assessed the dimensionality of the scale using confirmatory and exploratory factor analysis. The original version of the DEES scale comprised 52 items. In addition, item quality was analyzed using a multidimensional item response theory model. The models indicated, in general, good items in the DEES scale. Results suggests that the DEES is mainly composed by two dimensions, one relating to support to learning, and the other to personal conditions during study. The first dimension comprised items that highlight the support of the presential teacher in face of the student’s ideas, the feedback and guidance provided by the online teacher, and the perceived knowledge of the online teacher about the course content. In the second dimension, the most important items comprised the time available for studying, the number of work-related commitments/tasks, and the changes in the work routine during the e-course. Keywords: Evasion. E-learning. Scale. Psychometric assessment.
publishDate 2020
dc.date.none.fl_str_mv 2020-09-14
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dc.identifier.uri.fl_str_mv https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035
10.18264/eadf.v10i2.1035
url https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035
identifier_str_mv 10.18264/eadf.v10i2.1035
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dc.relation.none.fl_str_mv https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035/571
https://eademfoco.cecierj.edu.br/index.php/Revista/article/view/1035/582
dc.rights.driver.fl_str_mv Copyright (c) 2020 EaD em Foco
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 EaD em Foco
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dc.publisher.none.fl_str_mv Fundação Cecierj
publisher.none.fl_str_mv Fundação Cecierj
dc.source.none.fl_str_mv EaD em Foco; Vol. 10 No. 2 (2020)
EaD em Foco; Vol. 10 Núm. 2 (2020)
EaD em Foco; v. 10 n. 2 (2020)
2177-8310
reponame:EAD em Foco
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