ArticleOpen heart
A cardiovascular disease policy model: part 2-preparing for economic evaluation and to assess health inequalities.
Article in Open heart. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Policy models for preventative interventions in cardiometabolic diseases: a systematic review.BMC health services research · 2025Pooled it
- Long-term weight loss trajectories following participation in a randomised controlled trial of a weight management programme for men delivered through professional football clubs: a longitudinal cohort study and economic evaluation.The international journal of behavioral nutrition and physical activity · 2018Trial
- The Chronic Kidney Disease Care Model: Quantifying Management Strategies for Improving Patient Outcomes in the USA.PharmacoEconomics - open · 2026Article
- Cost-effectiveness of statins, berberine, and combination for primary cardiovascular disease prevention in Scotland.NPJ cardiovascular health · 2026Article
- Beyond the States: Developing a Discrete Event Simulation Model Using R.PharmacoEconomics · 2026Review
- Beyond 10-Year Risk: A Cost-Effectiveness Analysis of Statins for the Primary Prevention of Cardiovascular Disease.Circulation · 2022Article
- Gazing through time and beyond the health sector: Insights from a system dynamics model of cardiovascular disease in Australia.PloS one · 2021Article
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis is the second of the two papers introducing a cardiovascular disease (CVD) policy model. The first paper described the structure and statistical underpinning of the state-transition model, demonstrating how life expectancy estimates are generated for individuals defined by ASSIGN risk factors. This second paper describes how the model is prepared to undertake economic evaluation.
designTo generate quality-adjusted life expectancy (QALE), the Scottish Health Survey was used to estimate background morbidity (health utilities) and the impact of CVD events (utility decrements). The SF-6D algorithm generated utilities and decrements were modelled using ordinary least squares (OLS). To generate lifetime hospital costs, the Scottish Heart Health Extended Cohort (SHHEC) was linked to the Scottish morbidity and death records (SMR) to cost each continuous inpatient stay (CIS). OLS and restricted cubic splines estimated annual costs before and after each of the first four events. A Kaplan-Meier sample average (KMSA) estimator was then used to weight expected health-related quality of life and costs by the probability of survival.
resultsThe policy model predicts the change in QALE and lifetime hospital costs as a result of an intervention(s) modifying risk factors. Cost-effectiveness analysis and a full uncertainty analysis can be undertaken, including probabilistic sensitivity analysis. Notably, the impacts according to socioeconomic deprivation status can be made.
conclusionsThe policy model can conduct cost-effectiveness analysis and decision analysis to inform approaches to primary prevention, including individually targeted and population interventions, and to assess impacts on health inequalities.
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