ArticleFrontiers in psychology2021
Testing the METUX Model in Higher Education: Interface and Task Need-Satisfaction Predict Engagement, Learning, and Well-Being.
Article in Frontiers in psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 20 citations in OpenAlex.
- Applying and validating the METUX model in Chinese higher education: a psychometric assessment of AI-based need satisfaction scales.Frontiers in psychology · 2026Article
- Off-World Mental Health: Considerations for the Design of Well-being-Supportive Technologies for Deep Space Exploration.JMIR formative research · 2023Article
- Technology evaluations are associated with psychological need satisfaction across different spheres of experience: an application of the METUX scales.Frontiers in psychology · 2023Article
- Key Factors Affecting Mathematics Teachers' Well-Being and Stress Levels: An Extended Engagement Theory.International journal of environmental research and public health · 2022Article
- Eight Recommendations to Promote Effective Study Habits for Biology Students Enrolled in Online Courses.Journal of microbiology & biology education · 2022Article
- Evaluating the relationship between social media use frequency and entrepreneurial perceptions and attitudes among students.Heliyon · 2022Article
- Human drone interaction in delivery of medical supplies: A scoping review of experimental studies.PloS one · 2022Article
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The main aim of this study is to test the validity of the Motivation, Engagement, and Thriving in User Experience (METUX) model (Peters et al., 2018) in higher education. We propose a process model in which we investigate how the need-satisfaction of digital learning tools within the interface sphere and task sphere accounts for engagement, learning, and well-being. A total of 426 higher education students drawn from two subsamples participated in this cross-sectional study. A structural equation model shows that interface autonomy and competence satisfaction positively predict task autonomy and competence. Task competence, in turn, negatively predicts focused attention and positively predicts perceived usability and well-being. Task autonomy positively predicts perceived usability and reward. Based on our results, we provide some initial support for the METUX model in higher education. However, more validation work is needed to improve the scale that measures need-satisfaction in the interface and task spheres. Moreover, we find no support for the effect of task sphere on learning. Further investigations are needed into how METUX can be used in domain- and situation-specific contexts to account for increases in engagement, learning, and well-being. Finally, future studies need to include all aspects of the METUX model in order to fully test its validity.
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