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All Journal JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI
Anggy Yulistya Putri
Universitas Cenderawasih
Mathematics

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Association Between Smartphone Use and Insomnia Incidence in Youth: A Meta-Analysis Rezza Debby Kurniawan; Murni Muhzal; Anggy Yulistya Putri; Caecilia Bintang Girik Allo; Dina Jumiatul Fitri
Jurnal Matematika, Statistika dan Komputasi Vol. 22 No. 3 (2026): May 2026
Publisher : Department of Mathematics, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/j.v22i3.48832

Abstract

Smartphone use has become an integral part of young people's lives (adolescents/students). However, excessive use is often associated with the incidence of insomnia. Various studies have been conducted to examine this relationship, but they have produced varying risk magnitudes. Meta-analysis can be used to quantitatively summarize the impact of smartphone use on the incidence of insomnia in young people. This study uses data from three cross-sectional journals published between 2022 and 2024, comprising a total of 371 respondents, that met the PICO criteria. The calculation of summary effect sizes used the random effect model because the results of the studies used came from different researchers, which was also confirmed by a substantial heterogeneity value (I² = 80.0%). The effect size used is the Risk Ratio (RR). The pooled analysis results showed that excessive smartphone use significantly increased the risk of insomnia. The obtained Summary Risk Ratio (RR) was 2.6199 (95% CI: 1.0791 – 6.3609). These results interpret that the risk of insomnia in young people with excessive smartphone use is 2.6199 times higher compared to normal use. Thus, smartphone use is a significant risk factor for the incidence of insomnia in young people
Co-Authors Caecilia Bintang Girik Allo Dina Jumiatul Fitri Murni Muhzal Rezza Debby Kurniawan