ArticleScientific reports2025
Moderated mediation model of the association between problematic smartphone use and dry eye disease within Moroccan adolescents.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Smartphone Addiction and Dry Eye Disease in Children: Exploring the Mediating Role of Sleep Disturbance.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026Article
- The relationship between problematic smartphone use and dry eye disease symptom severity among Qatar University students: A cross-sectional study.Preventive medicine reports · 2026Article
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Authors and funding
3 authors.
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Abstract
This study scrutinizes the mediating role of sleep disturbance in the relationship between problematic smartphone use and dry eye disease and examines the moderating role of physical activity. A total of 2202 high school students from twelve regions of Morocco completed the Smartphone Addiction Scale-Short Version (SAS-SV), the Insomnia Severity Index (ISI), and the Dry Eye Questionnaire-5 (DEQ-5). Participants were also asked to rate the number of days per week during which they performed physical activity for at least 60 min. Our findings indicated that 50% of participants were problematic smartphone users, 39.3% suffered from dry eye disease and 38.3% suffered from sleep problems. The results suggested that sleep disorder mediated partially the relationship between problematic smartphone use and dry eye disease. Physical activity (at least 180 min per week) influenced the relationship between problematic smartphone use and dry eye disease. Specifically, it moderated both the direct link between smartphone use and dry eye, and the indirect link mediated by sleep disorders. This moderating effect was significant (index = - 0.0218, 95% CI [- 0.0260, - 0.0173]). These results offer valuable insights for preventing and managing sleep disturbances and dry eye disease linked to problematic smartphone use.
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