Policy Futures in Education · 2022 · 17 citations · 39 references
EducationEducational TechnologyHigher EducationComparative Higher EducationDigital TransformationE-learningDistance LearningEducational Technology IntegrationOnline InstructionOnline LearningTechnology AdoptionTechnology IntegrationComparative Case Study EvaluationPerceived Usefulness EvaluationTechnical Skills DemandTechnology AcceptanceTechnology Acceptance EvaluationTechnology Acceptance In LearningTechnology Adoption Gap
Digital transformation has been inevitable in all socio-economic fields, including higher education. Recently, under the burden of the COVID-19 pandemic, many universities have to change their entire teaching systems to online learning to ensure their students' learning is not interrupted. Thus, it is essential to study how universities’ students, educators, and administrators perceive online learning in different countries. To this aim, this study investigates the factors affecting university members' preference for online learning in Singapore and Vietnam. Using a cross-country sample with a sound theoretical framework of the Technology Acceptance Model (TAM), we found that each member group in the university was influenced by a different weight of factors. Specifically, students' preference for online learning is most affected by their technical skills. Meanwhile, educators and administrators are influenced mainly by the perceived usefulness of online learning and practice conditions, respectively. We further conducted multi-group testing and confirmed the certain separation in online learning preferences of observed objects between the two countries. Overall, this paper enriches the literature on online education, and has important implications for educational policymakers and university stakeholders both during and after the pandemic.
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Statistical Power Analysis for the Behavioral Sciences
Keith E. Muller, Jacob Cohen · Technometrics · 1989 · 83.9K citations
When to use and how to report the results of PLS-SEM
Joseph F. Hair, Jeffrey J. Risher, Marko Sarstedt et al. · European Business Review · 2018 · 24.2K citations
Social Sciences, Educational Measurement, Method Validation +16