2022
DOI: 10.1007/s10639-022-10986-w
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Comprehensive evaluation of the use of technology in education – validation with a cohort of global open online learners

Abstract: 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 ri… Show more

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Cited by 19 publications
(9 citation statements)
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“…The evaluation framework offers a detailed description of the evolution methods that can be used in different evaluations. From the framework, it is clear that the evaluation methods can be used in any evaluation, but there are situations where one method is more appropriate than the other (Lai, De Nobile., Bower, & Breyer, 2022). For instance, qualitative evaluation methods are more appropriate in evaluations involving collecting and analyzing opinion data in social settings.…”
Section: Discussionmentioning
confidence: 99%
“…The evaluation framework offers a detailed description of the evolution methods that can be used in different evaluations. From the framework, it is clear that the evaluation methods can be used in any evaluation, but there are situations where one method is more appropriate than the other (Lai, De Nobile., Bower, & Breyer, 2022). For instance, qualitative evaluation methods are more appropriate in evaluations involving collecting and analyzing opinion data in social settings.…”
Section: Discussionmentioning
confidence: 99%
“…To finalize the scale and confirm its dimensionality, reliability and validity, a large quantitative study has been undertaken (Lai, De Nobile, Bower & Breyer, in press). Principal Component Analysis and Confirmatory Factor Analysis were used to test the overall construct validity (Canivez et al, 2019; Wallace, 2004), resulting in a 28 item validated instrument (see Lai, De Nobile, Bower & Breyer, in press). Further studies could also focus on creating an instrument to be completed by stakeholders apart from students, for instance, educators, executives, technology developers.…”
Section: Discussionmentioning
confidence: 99%
“…With the adoption of a blended learning and teaching approach to higher education, teachers are required to enter a new ecology of teaching. This is characterised by the use of new resources in new contexts and settings which are reconfigured to create new ecologies of learning (Barron, 2006;Barnett & Jackson, 2019) and are highly mediated by the use of technology (Johnson et al, 2022;Lai et al, 2022). It may require teachers and students to invest considerable amounts of time to learn how to use new digital platforms and tools for different pedagogical and learning purposes.…”
Section: Ecologies Of Teaching and Learningmentioning
confidence: 99%