Academics’ use of cloud computing in higher education: reconceptualizing UTAUT via structural equation modelling

Cloud computing apps have become increasingly widely used in recent years, including in higher education settings. However, despite the important role of academics in deploying this technology (e.g., Microsoft 365 & Google Workspace), the voices of academics remain underrepresented across university contexts. This inquiry sought to determine and understand the factors that influence academics’ behavioural intention to deploy cloud apps. The Unified Theory of Acceptance and Use of Technology2 (UTAUT2) model was reconceptualized, adding three additional variables to better understand academics’ behaviour and use of cloud technology. Results indicate that performance expectancy, effort expectancy, hedonic motivation and perceived security were all statistically significant predictors of faculty members’ behavioural intentions to use cloud apps in higher education.

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Publication Details

Journal
Learning Research and Practice
Published
2026-07-16
DOI
https://doi.org/10.1080/23735082.2026.2703235
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
0.00
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article

Academics’ use of cloud computing in higher education: reconceptualizing UTAUT via structural equation modelling

Vicente Reyes, Faisal Hakim M. Alshammari, Katherine McLay
Learning Research and Practice
Technology Adoption and User Behaviour
article

Academics’ use of cloud computing in higher education: reconceptualizing UTAUT via structural equation modelling

Vicente Reyes, Faisal Hakim M. Alshammari, Katherine McLay
article en

Abstract

Cloud computing apps have become increasingly widely used in recent years, including in higher education settings. However, despite the important role of academics in deploying this technology (e.g., Microsoft 365 & Google Workspace), the voices of academics remain underrepresented across university contexts. This inquiry sought to determine and understand the factors that influence academics’ behavioural intention to deploy cloud apps. The Unified Theory of Acceptance and Use of Technology2 (UTAUT2) model was reconceptualized, adding three additional variables to better understand academics’ behaviour and use of cloud technology. Results indicate that performance expectancy, effort expectancy, hedonic motivation and perceived security were all statistically significant predictors of faculty members’ behavioural intentions to use cloud apps in higher education.

Learning Research and Practice
The University of Queensland (AU), Majmaah University (SA), University of Bristol (GB)
Quality Education
Openalex Percentile: Top 4%
Technology Adoption and User Behaviour
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