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Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners

Although a large variety of methodologies, contexts and perspectives have been used to examine educational application of technology, there is a paucity of instruments that are designed to comprehensively evaluate the use of technology in education. This paper presents a Confirmatory Factor Analysis...

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Detalles Bibliográficos
Autores principales: Lai, Jennifer W. M., De Nobile, John, Bower, Matt, Breyer, Yvonne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8984662/
https://www.ncbi.nlm.nih.gov/pubmed/35399785
http://dx.doi.org/10.1007/s10639-022-10986-w
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author Lai, Jennifer W. M.
De Nobile, John
Bower, Matt
Breyer, Yvonne
author_facet Lai, Jennifer W. M.
De Nobile, John
Bower, Matt
Breyer, Yvonne
author_sort Lai, Jennifer W. M.
collection PubMed
description Although a large variety of methodologies, contexts and perspectives have been used to examine educational application of technology, there is a paucity of instruments that are designed to comprehensively evaluate the use of technology in education. This paper presents a Confirmatory Factor Analysis (CFA) of an instrument that incorporates eight key dimensions: learning, affective, behavioral, technology, design, pedagogy, presence/community, and institutional environment. These dimensions were derived from rigorous systematic literature review and field specialist validation processes. The model was then refined and empirically confirmed in this study by 1,352 participants undertaking a Coursera open online course. The results of applying the instrument, as well as qualitative feedback from participants, are shared to illustrate its breadth and utility. The final 28 item “Comprehensive Evaluation of Use of Technology in Education” instrument is provided in full to support consistent, holistic and robust evaluation and comparison of technology use across educational contexts.
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spelling pubmed-89846622022-04-06 Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners Lai, Jennifer W. M. De Nobile, John Bower, Matt Breyer, Yvonne Educ Inf Technol (Dordr) Article Although a large variety of methodologies, contexts and perspectives have been used to examine educational application of technology, there is a paucity of instruments that are designed to comprehensively evaluate the use of technology in education. This paper presents a Confirmatory Factor Analysis (CFA) of an instrument that incorporates eight key dimensions: learning, affective, behavioral, technology, design, pedagogy, presence/community, and institutional environment. These dimensions were derived from rigorous systematic literature review and field specialist validation processes. The model was then refined and empirically confirmed in this study by 1,352 participants undertaking a Coursera open online course. The results of applying the instrument, as well as qualitative feedback from participants, are shared to illustrate its breadth and utility. The final 28 item “Comprehensive Evaluation of Use of Technology in Education” instrument is provided in full to support consistent, holistic and robust evaluation and comparison of technology use across educational contexts. Springer US 2022-04-06 2022 /pmc/articles/PMC8984662/ /pubmed/35399785 http://dx.doi.org/10.1007/s10639-022-10986-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lai, Jennifer W. M.
De Nobile, John
Bower, Matt
Breyer, Yvonne
Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title_full Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title_fullStr Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title_full_unstemmed Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title_short Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
title_sort comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8984662/
https://www.ncbi.nlm.nih.gov/pubmed/35399785
http://dx.doi.org/10.1007/s10639-022-10986-w
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