ArticleFrontiers in psychology2022
Family Related Variables' Influences on Adolescents' Health Based on Health Behaviour in School-Aged Children Database, an AI-Assisted Scoping Review, and Narrative Synthesis.
Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Family support and peer support as strong independent correlates of mental health indices among Albanian adolescents aged 11-15 years.European journal of public health · 2026Article
- Capability of chatbots powered by large language models to support the screening process of scoping reviews: a feasibility study.JAMIA open · 2026Article
- Economic insecurity and depression among youth of color during the COVID-19 pandemic.BMC public health · 2025Article
- Family Support, Communication with Parents, and Adolescent Health Risk Behaviour: A Case of HBSC Study from Bulgaria and Lithuania.Children (Basel, Switzerland) · 2025Article
- Anxiety in Children: The Contribution of Parental Characteristics.Children (Basel, Switzerland) · 2025Article
- Normal weight obesity in adolescents: patterns and associated factors.Frontiers in nutrition · 2025Article
- The Impact of Parental Monitoring on Exposure to Multiple Substances and Bullying in Croatian Students.Children (Basel, Switzerland) · 2024Article
- Article
- "It Doesn't Cure, but It Protects": COVID-19 Vaccines through the Eyes of Children and Their Parents.Vaccines · 2023Article
- Review
- The associations between social environment and adolescents' psychosomatic health: An ecological perspective.Frontiers in psychology · 2023Article
- Parenting Practices and Psychosomatic Complaints Among Swedish Adolescents.International journal of public health · 2023Article
- Family factors to predict adolescents' emotional health by decision tree model: A comparison between normally developed group and chronic-condition group.Frontiers in public health · 2023Article
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5 authors.
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Abstract
Objects: Health Behaviours in School-aged Children (HBSC) is an international survey programme aiming to investigate adolescents' health behaviours, subjective perception of health status, wellbeing, and the related contextual information. Our scoping review aimed to synthesise the evidence from HBSC about the relationship between family environmental contributors and adolescents' health-related outcomes. Methods: We searched previous studies from six electronic databases. Two researchers identified the qualified publications independently by abstract and full-text screening with the assistance of an NLP-based AI instrument, ASReview. Publications were included if they were based on HBSC data and investigated the effects of family environment on adolescents' health outcomes. Researches addressed family-related factors as mediators or moderators were also included. Results: A total of 241 articles were included. Family environmental contributors could be mapped into six categories: (1) Demographic backgrounds ( Conclusion: Our results suggest most research studies focussed on the influences of family demographic backgrounds on adolescents' health. The researches related to parental health behaviours and siblings are most inadequate. Besides, we recommend further research studies to focus on the mediator/moderator roles of the family, for exploring the deep mechanism of the family's impacts. Also, it would be valuable to consider data-driven analysis more in the future, as HBSC has mass variables and data.
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