ArticleThe international journal of behavioral nutrition and physical activity2024
A system dynamics approach to understand Dutch adolescents' sleep health using a causal loop diagram.
Article in The international journal of behavioral nutrition and physical activity, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Co-adapting a healthy sleep intervention with adolescents: impact and process evaluation of a Health CASCADE pilot study.BMC public health · 2025Trial
- Adolescent Mental Health and Health-Related Behaviors Across Language-Based School Systems in South Tyrol, Italy.European journal of investigation in health, psychology and education · 2026Article
- Community-engaged and Implementation Science-informed Pediatric Sleep Intervention Research.Current sleep medicine reports · 2026Review
- Tracking Secondary School Students: A Qualitative Investigation of an Online Student Monitoring System With Parent Portal.The Journal of school health · 2026Article
- Process Evaluation of a School-Based Intervention Promoting Sleep Health in Adolescents: A Mixed-Methods Study.The Journal of school health · 2025Article
- Charge Your Brainzzz: the systematic development of a whole systems action program promoting sleep health in adolescents.BMC public health · 2025Article
- [Progress on the application of system dynamics model in the field of health management].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2025Review
- Article
- Understanding healthcare demand and supply through causal loop diagrams and system archetypes: policy implications for kidney replacement therapy in Thailand.BMC medicine · 2025Article
- Developing a whole systems action plan promoting Dutch adolescents' sleep health.The international journal of behavioral nutrition and physical activity · 2025Article
- [How societal dynamics contribute to obesity in low-income neighbourhoods and how they can be disrupted].TSG : tijdschrift voor gezondheidswetenschappen · 2025Article
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6 authors.
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Abstract
backgroundHealthy sleep is crucial for the physical and mental wellbeing of adolescents. However, many adolescents suffer from poor sleep health. Little is known about how to effectively improve adolescent sleep health as it is shaped by a complex adaptive system of many interacting factors. This study aims to provide insights into the system dynamics underlying adolescent sleep health and to identify impactful leverage points for sleep health promotion interventions.
methodsThree rounds of single-actor workshops, applying Group Model Building techniques, were held with adolescents (n = 23, 12-15 years), parents (n = 14) and relevant professionals (n = 26). The workshops resulted in a multi-actor Causal Loop Diagram (CLD) visualizing the system dynamics underlying adolescent sleep health. This CLD was supplemented with evidence from the literature. Subsystems, feedback loops and underlying causal mechanisms were identified to understand overarching system dynamics. Potential leverage points for action were identified applying the Action Scales Model (ASM).
resultsThe resulting CLD comprised six subsystems around the following themes: (1) School environment; (2) Mental wellbeing; (3) Digital environment; (4) Family & Home environment; (5) Health behaviors & Leisure activities; (6) Personal system. Within and between these subsystems, 16 reinforcing and 7 balancing feedback loops were identified. Approximately 60 potential leverage points on different levels of the system were identified as well.
conclusionsThe multi-actor CLD and identified system dynamics illustrate the complexity of adolescent sleep health and supports the need for developing a coherent package of activities targeting different leverage points at all system levels to induce system change.
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