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Development and validation of the digital well-being scale using university students
Joseph Appianing1, Frank Quansah1, Roger Amoako1
1Department of Educational Foundations, University of Education, Winneba, Ghana.
Frontiers in Psychiatry
|August 1, 2026
Summary
Researchers developed the Digital Well-Being Scale (DWS) to measure university students' complex digital engagement. This validated tool assesses six key dimensions, aiding in understanding and improving digital well-being in higher education.
Area of Science:
- Psychology
- Educational Technology
- Public Health
Background:
- Digital technologies are integral to university students' lives, presenting both opportunities and challenges.
- Existing instruments lack comprehensive psychometric validation for assessing digital well-being in this population.
- Growing interest in digital well-being necessitates a reliable measurement tool.
Purpose of the Study:
- To develop and validate the Digital Well-Being Scale (DWS) for university students.
- To provide a psychometrically sound instrument for assessing multidimensional digital well-being.
- To facilitate research and interventions in higher education settings.
Main Methods:
- Cross-sectional survey of 1,533 university students in Ghana.
- Scale development using literature review, expert evaluation, and pilot testing.
- Exploratory and confirmatory factor analyses (EFA & CFA) for construct validation, reliability, and measurement invariance testing.
Main Results:
- A 41-item, six-factor Digital Well-Being Scale (DWS) was developed, including Task Interference, Digital Safety, Perceived Control, Digital Life Balance, Emotional Regulation, and Digital Dependence.
- The DWS demonstrated excellent fit, internal consistency, convergent validity, and discriminant validity.
- Measurement invariance across gender was supported for configural and metric levels.
Conclusions:
- The DWS is a theoretically grounded and psychometrically robust measure of multidimensional digital well-being in university students.
- Digital well-being comprises behavioral, emotional, cognitive, self-regulatory, and responsible dimensions.
- The DWS is a valuable tool for research, screening, and interventions promoting digital mental health in higher education.