ArticleThe international journal of behavioral nutrition and physical activity2024
The current state of complex systems research on socioeconomic inequalities in health and health behavior-a systematic scoping review.
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 14 papers, 2 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- P300 Event-Related Potentials as Cognitive Biomarkers in Neurological and Neuropsychiatric Disorders: A Systematic Review.Revista de neurologia · 2026Pooled it
- Socioeconomic inequalities in exposure to neighbourhood environments for physical activity: a systematic review.The international journal of behavioral nutrition and physical activity · 2026Pooled it
- The interplay of influencing factors in physical activity promotion for older men: insights through the capability approach.BMC public health · 2026Article
- Area-level socioeconomic status and children's body weight: examining the role of unhealthy food environments.Nutrition journal · 2026Article
- Agency, place, and the real-world dynamics of health inequality.SSM - population health · 2026Article
- Why healthy eating is not equally attainable for all: a participatory systems perspective on dietary behaviour of people living on a low income in the Netherlands, and recommendations for systemic change.Archives of public health = Archives belges de sante publique · 2026Article
- Socio-economic health inequalities through the lens of social justice theory, an innovative perspective.Public health in practice (Oxford, England) · 2025Article
- Causal Loop Diagrams of Food Systems, Diet, and Obesity: A Scoping Review of Methods, Contextual Factors, and Outcomes.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Article
- Predictors of medical and non-medical motives of cannabis use in Finland: A cross-sectional survey study.iScience · 2025Article
- Joint trajectories of physical activity, health, and income before and after statutory retirement: A 22-year follow-up.PloS one · 2025Article
- Analysis of how a complex systems perspective is applied in studies on socioeconomic inequalities in health and health behaviour-a call for reporting guidelines.Health research policy and systems · 2024Article
- A system dynamics approach to understand Dutch adolescents' sleep health using a causal loop diagram.The international journal of behavioral nutrition and physical activity · 2024Article
- The current state of complex systems research on socioeconomic inequalities in health and health behavior-a systematic scoping review.The international journal of behavioral nutrition and physical activity · 2024Article
- Climate change, poverty, and health: A scoping review of the Canadian context.The journal of climate change and healthReview
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Authors and funding
6 authors.
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Abstract
backgroundInterest in applying a complex systems approach to understanding socioeconomic inequalities in health is growing, but an overview of existing research on this topic is lacking. In this systematic scoping review, we summarize the current state of the literature, identify shared drivers of multiple health and health behavior outcomes, and highlight areas ripe for future research.
methodsSCOPUS, Web of Science, and PubMed databases were searched in April 2023 for peer-reviewed, English-language studies in high-income OECD countries containing a conceptual systems model or simulation model of socioeconomic inequalities in health or health behavior in the adult general population. Two independent reviewers screened abstracts and full texts. Data on study aim, type of model, all model elements, and all relationships were extracted. Model elements were categorized based on the Commission on Social Determinants of Health framework, and relationships between grouped elements were visualized in a summary conceptual systems map.
resultsA total of 42 publications were included; 18 only contained a simulation model, 20 only contained a conceptual model, and 4 contained both types of models. General health outcomes (e.g., health status, well-being) were modeled more often than specific outcomes like obesity. Dietary behavior and physical activity were by far the most commonly modeled health behaviors. Intermediary determinants of health (e.g., material circumstances, social cohesion) were included in nearly all models, whereas structural determinants (e.g., policies, societal values) were included in about a third of models. Using the summary conceptual systems map, we identified 15 shared drivers of socioeconomic inequalities in multiple health and health behavior outcomes.
conclusionsThe interconnectedness of socioeconomic position, multiple health and health behavior outcomes, and determinants of socioeconomic inequalities in health is clear from this review. Factors central to the complex system as it is currently understood in the literature (e.g., financial strain) may be both efficient and effective policy levers, and factors less well represented in the literature (e.g., sleep, structural determinants) may warrant more research. Our systematic, comprehensive synthesis of the literature may serve as a basis for, among other things, a complex systems framework for socioeconomic inequalities in health.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.