ArticleScientific reports2024
Urbanization, loneliness and mental health model - A cross-sectional network analysis with a representative sample.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Examining associations of social disconnectedness change patterns with subsequent healthcare utilization and costs among public healthcare users in Central Singapore.Scientific reports · 2026Article
- Bidirectional associations between anxiety disorders and myocardial infarction: a retrospective longitudinal cohort study.BMC cardiovascular disorders · 2026Article
- Urban veterinary accessibility and community well-being in Japan: a cross-sectional analysis using regional indicators.The Journal of veterinary medical science · 2026Article
- Violence exposure among adolescent psychiatric patients in Nepal: Socio-demographic and familial risk factors.PloS one · 2026Article
- Cross-sectional analysis of neighbourhood profiles and mental health conditions in the USA: insights from the All of Us Research Program.BMJ public health · 2026Article
- Machine learning-based identification of anxiety symptoms in Chinese community-dwelling older adults: a comparative study of six algorithms with SHAP analysis and nomogram development.Frontiers in psychiatry · 2026Article
- Impact of early social isolation on social circuits and behavior: relevance to schizophrenia.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026Review
- IoTMindCare: An Integrative Reference Architecture for Safe and Personalized IoT-Based Depression Management.Sensors (Basel, Switzerland) · 2025Article
- Machine learning-based nomogram for predicting depressive symptoms in women: A cross-sectional study in Guangdong Province, China.World journal of psychiatry · 2025Article
- Review
- Green space attributes and their impact on perceived stress in Poland.Scientific reports · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With increasing urbanization, more people are exposed to mental health risk factors stemming from the urban social or physical environment. However, research on the relationship between urbanization and mental health is lacking. This cross-sectional study aimed to explore the relationships of the physical environment (spatial cohesion and urban environment) and social factors (neighborhood cohesion) with mental health (stress, anxiety and depression symptoms) and physical health and the mediating role of loneliness based on the proposed theoretical model. The study was conducted in Metropolis GZM (Silesia, Poland) in a representative sample of 3296 residents (48% women). The measurements used were the PSS-10, GAD-7, PHQ-9, R-UCLA3 and neighborhood cohesion scale. ANOVA results showed that city residents had better mental health indices than residents of villages and small towns. The network approach revealed that urbanization was one of the most influential nodes and played the role of a bridge between all other nodes. The model was confirmed and showed that the relationships between the physical environment and mental health were consecutively mediated by neighborhood cohesion and loneliness. Spatial cohesion related to factors of the physical environment and physical health, while physical health was directly connected to sociodemographic factors and weakly to stress. Anxiety was the strongest risk factor. Mental health can be improved by social and architectural factors, such as strengthening neighborhood cohesion and improving neglected buildings.
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