ArticleFrontiers in psychology2023
Technology evaluations are associated with psychological need satisfaction across different spheres of experience: an application of the METUX scales.
Article in Frontiers in psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Design Guidelines for Online Health Forums: User-Centered Design Approach.Journal of medical Internet research · 2026Article
- Use of Health and Well-Being Technology, Basic Psychological Needs, and the Mediating Role of Technological Identity in 6 European Countries: Prospective Longitudinal Survey Study.Journal of medical Internet research · 2026Article
- Explainable AI for Well-Being Prediction From Lifestyle Data: 2-Study Design.JMIR mental health · 2026Article
- Applying and validating the METUX model in Chinese higher education: a psychometric assessment of AI-based need satisfaction scales.Frontiers in psychology · 2026Article
- A Web-Based Intervention to Support a Growth Mindset and Well-Being in Unemployed Young Adults: Development Study.JMIR formative research · 2024Article
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Authors and funding
4 authors.
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Abstract
Introduction: Digital technologies have the capacity to impact psychological wellbeing in both positive and negative ways. Improving technologies with respect to wellbeing requires nuanced understanding of this impact and reliable ways to measure it. Here, we aim to further this understanding by investigating the relations between psychological needs and people's evaluations of technologies (with respect to satisfaction, usability, and measures of value). Method: Across two studies with 1,521 participants, we improved and validated four scales that were first put forward as part of the METUX model of technology interaction. These scales measure psychological needs in the life, behavior, task, and interface spheres of experience. We applied these scales to four separate technologies (Facebook, TikTok, Blackboard, and Moodle), and examined the relationships between people's need satisfaction and frustration in the four spheres of experience and their overall evaluations of the technologies. Results and discussion: Each of the four scales had good psychometric properties across the four technologies. For each sphere of experience, psychological need satisfaction and frustration were associated with standard measures of usability and user satisfaction, and correlation patterns supported the METUX model and its approach to differentiating spheres of technology experience.
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