ArticlePloS one2013
Modeling social transmission dynamics of unhealthy behaviors for evaluating prevention and treatment interventions on childhood obesity.
Article in PloS one, 2013. 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 13 papers, 4 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 4 syntheses or guidelines pooled it, 57 citations in OpenAlex.
- System dynamics modelling methods for public health policy evaluation: a systematic literature review focussing on mental health and substance use disorders.BMC public health · 2026Pooled it
- Application of system dynamics approach in developing health interventions to strengthen health systems to combat obesity: a systematic literature review and critical analysis.BMC public health · 2025Pooled it
- Modeling obesity in complex food systems: Systematic review.Frontiers in endocrinology · 2022Pooled it
- A System Dynamics Simulation Applied to Healthcare: A Systematic Review.International journal of environmental research and public health · 2020Pooled it
- Association between time preference, present-bias and physical activity: implications for designing behavior change interventions.BMC public health · 2018Trial
- Optimal control strategies supported by system dynamics modelling: a study on hookworm disease in China.Infectious diseases of poverty · 2025Article
- Tools for Supporting the MCH Workforce in Addressing Complex Challenges: A Scoping Review of System Dynamics Modeling in Maternal and Child Health.Maternal and child health journal · 2022Article
- Dynamic Empirically Based Model for Understanding Future Trends in US Obesity Prevalence in the Context of Social Influences.Obesity (Silver Spring, Md.) · 2019Article
- System dynamics modeling of public health services provided by China CDC to control infectious and endemic diseases in China.Infection and drug resistance · 2019Article
- Modeling the Diet Dynamics of Children: the Roles of Socialization and the School Environment.Letters in biomathematics · 2018Article
- "Under the Skin" and into the Gut: Social Epidemiology of the Microbiome.Current epidemiology reports · 2018Review
- Using Agent-Based Models to Develop Public Policy about Food Behaviours: Future Directions and Recommendations.Computational and mathematical methods in medicine · 2017Review
- Systems Epidemiology: What's in a Name?Online journal of public health informatics · 2014Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Research evidence indicates that obesity has spread through social networks, but lever points for interventions based on overlapping networks are not well studied. The objective of our research was to construct and parameterize a system dynamics model of the social transmission of behaviors through adult and youth influence in order to explore hypotheses and identify plausible lever points for future childhood obesity intervention research. Our objectives were: (1) to assess the sensitivity of childhood overweight and obesity prevalence to peer and adult social transmission rates, and (2) to test the effect of combinations of prevention and treatment interventions on the prevalence of childhood overweight and obesity. To address the first objective, we conducted two-way sensitivity analyses of adult-to-child and child-to-child social transmission in relation to childhood overweight and obesity prevalence. For the second objective, alternative combinations of prevention and treatment interventions were tested by varying model parameters of social transmission and weight loss behavior rates. Our results indicated child overweight and obesity prevalence might be slightly more sensitive to the same relative change in the adult-to-child compared to the child-to-child social transmission rate. In our simulations, alternatives with treatment alone, compared to prevention alone, reduced the prevalence of childhood overweight and obesity more after 10 years (1.2-1.8% and 0.2-1.0% greater reduction when targeted at children and adults respectively). Also, as the impact of adult interventions on children was increased, the rank of six alternatives that included adults became better (i.e., resulting in lower 10 year childhood overweight and obesity prevalence) than alternatives that only involved children. The findings imply that social transmission dynamics should be considered when designing both prevention and treatment intervention approaches. Finally, targeting adults may be more efficient, and research should strengthen and expand adult-focused interventions that have a high residual impact on children.
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