ArticleFrontiers in psychiatry2024
Exploring the interconnections of anxiety, depression, sleep problems and health-promoting lifestyles among Chinese university students: a comprehensive network approach.
Article in Frontiers in psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed.
- Differences in Internalizing Problems Across Risk Groups of Smartphone Addiction: Simulation-Based Network Analysis of Intervention Targets.Behavioral sciences (Basel, Switzerland) · 2026Article
- Prevalence and Associated Risk Factors for Anxiety, Depression, and Insomnia Among University Students in Bangladesh: A Cross-Sectional Study.Health science reports · 2026Article
- Identifying symptom communities and core symptoms in the anxiety-depression network among computer science students.Scientific reports · 2026Article
- Meta-Analysis of Anxiety Symptoms and Influencing Factors Among Chinese College Students.Psychiatry investigation · 2026Article
- Network analysis of anxiety, depression, stress, and sleep disturbances in healthcare workers.Frontiers in psychiatry · 2026Article
- Dimension-level network structure linking depression, anxiety, stress, sleep problems, and problematic smartphone use among chinese medical students.Frontiers in psychiatry · 2026Article
- Pathways for the precise prevention and improvement of mental health among university freshmen: a network analysis and simulated intervention study based on the biopsychosocial model.Frontiers in psychology · 2026Article
- Mapping the network structure of anxiety, depression, and sleep symptoms in patients with polycystic ovary syndrome.Frontiers in psychiatry · 2026Article
- A Network Analysis of the Interrelationships Between Depression, Anxiety, Insomnia and Non-Suicidal Self-Injury in Middle School Students.Psychology research and behavior management · 2026Article
- Dao Yin practice for student wellbeing: a classroom-based pilot study.Frontiers in psychology · 2026Article
- Self-Perceived Health Status and Life Satisfaction Associated with Emotional Eating in Nursing and Medical Students: A Cross-Sectional Study in a Region of Peru.Medical sciences (Basel, Switzerland) · 2025Article
- Network analysis of comorbid depression and anxiety and their associations with academic engagement among medical students in the Post-Peak COVID-19 period in China.BMC psychology · 2025Article
- Exploring the Impact of Emotional Eating Among University Students: A Literature Review.Medical sciences (Basel, Switzerland) · 2025Review
- Identifying behavior regulatory leverage over mental disorders transcriptomic network hubs toward lifestyle-dependent psychiatric drugs repurposing.Human genomics · 2025Article
- Health-promoting lifestyle as a predictor of well-being in Honduran university students: a structural equation modeling approach with mental health and sleep quality as mediators.Frontiers in psychology · 2025Article
- Exploring the co-occurrence of depression and anxiety symptoms among Chinese vocational high school adolescents through a network approach.Frontiers in psychology · 2025Article
- Effect of a mindfulness program on stress, anxiety, depression, sleep quality, social support, and life satisfaction: a quasi-experimental study in college students.Frontiers in psychology · 2025Article
- Exploring the relationship between physical activity and smartphone addiction among college students in Western China.Frontiers in public health · 2025Article
- Understanding the complex network of anxiety, depression, sleep problems, and smartphone addiction among college art students using network analysis.Frontiers in psychiatry · 2025Article
Corrections and comments
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Authors and funding
15 authors.
Funding
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Abstract
Background: Anxiety, depression, and sleep problems are prevalent comorbid mental disorders among university students. The World Health Organization (WHO) emphasized a mental health promotion objective, recommending the consideration of protective health-promoting factors in strategies aimed at preventing mental disorders. Integrating theoretically significant constructs (such as protective factors) enhances our comprehension of the intricate mechanisms that underpin mental disorders. This study employed network analysis to first identify core and bridge symptoms within comorbid mental disorders and then explore how health-promoting lifestyles (HPLs) were associated with these disorders. The ultimate goal is to offer health promotion recommendations to enhance students' quality of life. Methods: A total of 3,896 qualified university students participated in this study. Anxiety, depression, sleep problems, and HPLs were assessed using the GAD-7, PHQ-9, PSQI, and HPLP-II scales. A Gaussian Graphical Model was used to construct the networks. The Results: Low energy (PHQ4) had the highest strength centrality, followed by Daytime dysfunction (PSQI7) and Trouble relaxing (GAD4). Five bridge symptoms were identified: Daytime dysfunction (PSQI7), Self-harm even suicide (PHQ9), Sad mood (PHQ2), Low energy (PHQ4), and Feeling afraid (GAD7). Regarding protective HPLs, Physical activity, Spiritual growth, and Stress management generally emerged as the top three central mental health-promoting behaviors. Conclusion: Targeting core and bridge symptoms with timely and appropriate interventions can alleviate anxiety, depression, and sleep problems in this population. Moreover, promoting physical activity, fostering spiritual growth, and managing stress are likely to significantly enhance the overall mental health of university students.
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