ArticleBMC psychology2024
Path analysis reveals cross-country differences between Czech and Chinese university students in effect of internet and smartphone addiction, mental health, and personality traits on academic achievement in the post-pandemic era.
Article in BMC psychology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The relationship between perceived stress and mobile phone addiction in adolescents: a meta-analysis.BMC psychology · 2025Pooled it
- The Association between Academic Stress and Problematic Internet Use among Adolescents: A Three-Level Meta-Analysis.Journal of youth and adolescence · 2025Pooled it
- Longitudinal Associations of Active Versus Passive TikTok Use with Depression: A Chain Mediation Model of Autistic Traits and Self-Esteem.Behavioral sciences (Basel, Switzerland) · 2026Article
- A Network Analysis of Smartphone Addiction, Depression, Anxiety, Fatigue, Sleep, and Learning Engagement in Nursing Students: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Analysis and research on multilevel video game addiction characteristics among children and adolescents based on association rules.Scientific reports · 2026Article
- Association of screen time and chronotype with depression and anxiety symptoms among Chinese adolescents.Annals of general psychiatry · 2026Article
- Immersive experience of online gaming among Chinese college students: the enhanced effect of sleep deprivation on emotion regulation and problematic gaming within the I-PACE model.BMC psychology · 2026Article
- Resilience displays similar associative patterns with academic achievement regardless of the personality and mental health profile of future teachers.BMC psychology · 2025Article
- Exploring associations between problematic technology-dependent behaviors, physical and mental health, sleep quality, and academic procrastination among medical students.BMC public health · 2025Article
- Grade-level differences in the association between cumulative family risk factors and problematic smartphone use among Chinese adolescents.BMC psychology · 2025Article
- Smartphone addiction and malevolent creativity-the mediating role of psychological capital and the moderating role of self-concept clarity.Frontiers in psychiatry · 2025Article
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Authors and funding
5 authors.
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Abstract
Despite extensive evidence on the impact of various mental health issues including smartphone/internet addiction, and personality traits on academic achievement, little is known about the complex interactions between multiple of these factors simultaneously, as well as cross-country differences in these nuanced relationships. In particular, understanding the role of the mentioned addictions has become increasingly important in recent years in the context of the COVID-19 pandemic. The aim of this cross-country study was to investigate, using path analysis, the complex relationships between mental health determinants (depression, anxiety, stress, resilience, and smartphone/internet addiction) and academic achievement in 1785 Czech and Chinese university students using an online battery of psychological tests. The results confirmed the previously described effect of multiple factors (anxiety, stress, resilience, smartphone/internet addiction, personality traits, and sex, Extraversion, Agreeableness, Conscientiousness) on academic achievement, overlapping in most cases for both groups of students. At the same time, however, different country-dependent patterns of interactions emerged. For the Czech students, the variables formed a complex network of interacting factors, whereas for the Chinese students, the effect of each cluster of factors was separate for individual domains of academic achievement. These cross-country differences have implications particularly for planning and targeting the most effective interventions to promote and develop academic achievement.
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