Globalising higher education in Africa through artificial intelligence: student acceptance of ChatGPT in an open distance and e-learning context

Introduction Higher education is increasingly globalised through digital technologies, Open Distance Learning, e-Learning, and emerging generative AI. In the absence of research examining the acceptance and use of ChatGPT by students in an Open Distance and e-Learning higher education setting, this study evaluated a UTAUT2 model comprising seven standard predictors and Personal Innovativeness, as well as moderating variables age, gender, work status, and year of study. Methods Data collected from 294 students at the largest distance education institution in Africa were analysed using partial least squares structural equation modelling. Results Four relationships with Behavioural Intention were significant, with Habit emerging as the strongest predictor, followed by Facilitating Conditions, Personal Innovativeness, and Performance Expectancy. Effort Expectancy was found to be negatively associated with Behavioural Intention. Social Influence and Hedonic Motivation were not significantly associated with Behavioural Intention. For Use Behaviour, Habit was once again the strongest predictor, followed by Facilitating Conditions, with Behavioural Intention negatively associated. Neither Social Influence nor Hedonic Motivation returned a significant relationship with Behavioural Intention. The interaction between Year and Hedonic Motivation was the only significant moderator of Behavioural Intention. Discussion As the first UTAUT2 study on the intention and actual use of ChatGPT in an ODeL environment, this study not only offers new insights into ChatGPT use but also leaves ample scope for further research.

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Publication Details

Journal
Frontiers in Education
Published
2026-11-06
DOI
https://doi.org/10.3389/feduc.2026.1949509
Primary Topic
Technology Adoption and User Behaviour
Type
article
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article

Globalising higher education in Africa through artificial intelligence: student acceptance of ChatGPT in an open distance and e-learning context

Thomas M. van der Merwe
7 links
Frontiers in Education
Technology Adoption and User Behaviour
article

Globalising higher education in Africa through artificial intelligence: student acceptance of ChatGPT in an open distance and e-learning context

Thomas M. van der Merwe
article en

Abstract

Introduction Higher education is increasingly globalised through digital technologies, Open Distance Learning, e-Learning, and emerging generative AI. In the absence of research examining the acceptance and use of ChatGPT by students in an Open Distance and e-Learning higher education setting, this study evaluated a UTAUT2 model comprising seven standard predictors and Personal Innovativeness, as well as moderating variables age, gender, work status, and year of study. Methods Data collected from 294 students at the largest distance education institution in Africa were analysed using partial least squares structural equation modelling. Results Four relationships with Behavioural Intention were significant, with Habit emerging as the strongest predictor, followed by Facilitating Conditions, Personal Innovativeness, and Performance Expectancy. Effort Expectancy was found to be negatively associated with Behavioural Intention. Social Influence and Hedonic Motivation were not significantly associated with Behavioural Intention. For Use Behaviour, Habit was once again the strongest predictor, followed by Facilitating Conditions, with Behavioural Intention negatively associated. Neither Social Influence nor Hedonic Motivation returned a significant relationship with Behavioural Intention. The interaction between Year and Hedonic Motivation was the only significant moderator of Behavioural Intention. Discussion As the first UTAUT2 study on the intention and actual use of ChatGPT in an ODeL environment, this study not only offers new insights into ChatGPT use but also leaves ample scope for further research.

Frontiers in EducationVol. 11
University of South Africa (ZA)
Quality education
Openalex Percentile: Top 15%
Technology Adoption and User Behaviour
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