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Updated: Sep 27, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Intraindividual associations between active social media use, exhaustion, and bedtime vary according to age-A
Erika Maksniemi1, Lauri Hietajärvi1, Elina E Ketonen1
1Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.
Introduction:
The majority of adolescents engage with others online, and using social media is one of their top activities. However, there is little longitudinal evidence addressing whether active social media use is associated with study-related emotional exhaustion or delayed bedtime at the individual level of development during adolescence.
Method:
A 6-year longitudinal survey study (N = 426, female, 65.7%) was conducted (2014-2019) in Finland when the participants were 13-19 years old. Utilizing a Random Intercept Cross-Lagged Panel Model, this study focused specifically on longitudinal within-person effects.
Results:
No clear patterns between increased active social media use, increased emotional exhaustion, and delayed bedtime were found; however, the associations varied across the years of adolescence: active social media use and delayed bedtime were only associated in early adolescence; active social media use and emotional exhaustion were associated in both middle and late adolescence.
Conclusions:
Intraindividual relations between adolescents' reported active social media use, emotional exhaustion, and sleeping habits are small, inconsistent, and vary according to age. Therefore, future research should focus on additional longitudinal studies to examine the specific practices of social media use during the different developmental stages of at-risk individuals.
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