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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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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. |
format | Online Article Text |
id | pubmed-8984662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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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