ArticlePloS one2021
Gazing through time and beyond the health sector: Insights from a system dynamics model of cardiovascular disease in Australia.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Implementing system dynamics in hospital services to improve operational efficiency: An empirical research study.Health research policy and systems · 2025Article
- Investigating the enablers and barriers for hypertension control in Dakar: a qualitative system effectiveness study.BMJ open · 2025Article
- Mapping the Dynamic Complexity of Hypertension Management in São Paulo, Brazil.International journal of public health · 2025Article
- Implementation of Clinical Services for Adults with Obesity in Different Health Systems: A Scoping Review and Causal Loop Diagram.Diabetes, metabolic syndrome and obesity : targets and therapy · 2025Review
- Health economic analysis of polygenic risk score use in primary prevention of coronary artery disease - A system dynamics model.American journal of preventive cardiology · 2024Article
- System Dynamic Model Simulates the Growth Trend of Diabetes Mellitus in Chinese Population: Implications for Future Urban Public Health Governance.International journal of public health · 2022Article
- A Dynamic Approach to Economic Priority Setting to Invest in Youth Mental Health and Guide Local Implementation: Economic Protocol for Eight System Dynamics Policy Models.Frontiers in psychiatry · 2022Article
- Cardiovascular disease prevention and management in the COVID-19 era and beyond: An international perspective.Progress in cardiovascular diseasesReview
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Authors and funding
13 authors.
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Abstract
objectiveTo construct a whole-of-system model to inform strategies that reduce the burden of cardiovascular disease (CVD) in Australia.
methodsA system dynamics model was developed with a multidisciplinary modelling consortium. The model population comprised Australians aged 40 years and over, and the scope encompassed acute and chronic CVD as well as primary and secondary prevention. Health outcomes were CVD-related deaths and hospitalisations, and economic outcomes were the net benefit from both the healthcare system and societal perspectives. The eight strategies broadly included creating social and physical environments supportive of a healthy lifestyle, increasing the use of preventive treatments, and improving systems response to acute CVD events. The effects of strategies were estimated as relative differences to the business-as-usual between 2019-2039. Probabilistic sensitivity analysis produced uncertainty intervals of interquartile ranges (IQR).
findingsThe greatest reduction in CVD-related deaths was seen in strategies that improve systems response to acute CVD events (8.9%, IQR: 7.7-10.2%), yet they resulted in an increase in CVD-related hospitalisations due to future recurrent admissions (1.6%, IQR: 0.1-2.3%). This flow-on effect highlighted the importance of addressing underlying CVD risks. On the other hand, strategies targeting the broad environment that supports a healthy lifestyle were effective in reducing both hospitalisations (7.1%; IQR: 5.0-9.5%) and deaths (8.1% reduction; IQR: 7.1-8.9%). They also produced an economic net benefit of AU$43.3 billion (IQR: 37.7-48.7) using a societal perspective, largely driven by productivity gains. Overall, strategic planning to reduce the burden of CVD should consider the varying effects of strategies over time and beyond the health sector.
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