ArticlePloS one2022
Is there a gradient in the association between internet addiction and health?
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 2 of them syntheses that pooled it.
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Who cites it
10 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Impact of digital addiction on youth health: A systematic review and meta-analysis.Journal of behavioral addictions · 2025Pooled it
- The intervention effect of physical and mental exercise on young adults internet addiction disorder: a systematic review and Bayesian model analysis.Frontiers in public health · 2025Pooled it
- An investigation into internet gaming disorder and psychological correlates among medical undergraduates in vocational colleges in China: a cross-sectional appraisal.BMC psychiatry · 2026Article
- Internet Addiction and Self-Reported Well-Being Among School-Going Adolescents in Bangladesh: A Cross-Sectional Study.Health science reports · 2025Article
- An illustration of multi-class roc analysis for predicting internet addiction among university students.PloS one · 2025Article
- Mindfulness as a Path to Freedom from Internet Addiction in Adolescents: A Narrative Review.Cureus · 2024Review
- Article
- Social Aspects of Problematic Smartphone Use: Development and Validation of the PSSNUS and Mental Health Implications for Spanish Youth.Psychology research and behavior management · 2024Article
- Does internet use promote mental health among middle-aged and older adults in China?Frontiers in psychology · 2022Article
- School victimization and Internet addiction among Chinese adolescents: The mediating roles of life satisfaction and loneliness.Frontiers in psychology · 2022Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInternet Addiction (IA) is often shown to be associated with health issues, but no study explicitly examined a possible gradient in the association between different levels of IA and health. This study aimed to examine if the levels of IA had a graded relationship with poor sleep quality, psychological distress, and self-rated health among university students in Bangladesh.
methodsIn this cross-sectional study, a sample of 625 students from six universities/colleges responded to an online survey that contained measures of internet addiction test (IAT), general health questionnaire (GHQ-12), sleep quality, and self-rated health. Modified Poisson regression models were fitted to estimate the adjusted risk ratios (RR) and confidence intervals (CI) of the associations between IA and health outcomes.
resultsThe IA levels were associated with each of the three health outcomes in a linear fashion. Compared to the lowest IA quintile, the highest quintile remained associated with an increased risk of poor-quality sleeping (RR: 1.77; 95% CI: 1.26, 2.48), psychological distress (RR: 2.09; 95% CI: 1.55, 2.82), and worse self-rated health (RR: 1.46; 95% CI: 1.09, 1.96) after adjusting for socio-demographic covariates. There were also dose-response associations between IAT z-scores and health outcomes. The association between IAT z-scores and psychological distress was significantly stronger in males compared to females (p-value for interaction<0.05).
conclusionsThe study found strong gradients between levels of addiction to internet and health outcomes, suggesting that increased health risks may exist even at lower levels of internet addiction. The findings highlight the need for departure of current research from a focus on the classic dichotomy of problematic versus not problematic internet use and a move toward recognizing the potential hierarchical effects of IA on health.
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