Longitudinal Between- and Within-Person Associations Among Screen Time, Bedtime, and Daytime Sleepiness Among Adolescents: Three-Wave Prospective Panel Study
This study is the first to test reciprocal longitudinal associations among adolescents' screen time, bedtime, and daytime sleepiness while separating between- and within-person associations, thereby addressing potential bias common in prior cross-lagged panel studies. The findings refine theoretical understanding by indicating a complex, bidirectional, and mutually reinforcing interplay between screen time and bedtime over time-even when individual differences are accounted for-whereas daytime sleepiness does not appear to be affected by this dynamic. Additionally, negatively correlated, within-person fluctuations in screen time and bedtime indicate that these behaviors are partly mutually exclusive and likely shaped by shared contextual influences. Screen time restriction before sleep did not mitigate within-person effects, indicating that interventions should prioritize consistent sleep schedules rather than focusing solely on reducing screen use.
Authors
- David Šmahel (ORCID: https://orcid.org/0000-0003-2767-4331)
- Albert J. Ksinan (ORCID: https://orcid.org/0000-0003-3900-5098)
- Michał Tkaczyk
Institutions
- Masaryk University (CZ)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2026-01-21
- DOI
- https://doi.org/10.2196/78972
- Primary Topic
- Child Development and Digital Technology
- Type
- article
- Field-Weighted Citation Impact
- 0.00