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模拟和评估改善心血管健康的局部干预措施。

Simulating and evaluating local interventions to improve cardiovascular health.

机构信息

Homer Consulting, Voorhees, NJ 08043, USA.

出版信息

Prev Chronic Dis. 2010 Jan;7(1):A18. Epub 2009 Dec 15.

Abstract

Numerous local interventions for cardiovascular disease are available, but resources to deliver them are limited. Identifying the most effective interventions is challenging because cardiovascular risks develop through causal pathways and gradual accumulations that defy simple calculation. We created a simulation model for evaluating multiple approaches to preventing and managing cardiovascular risks. The model incorporates data from many sources to represent all US adults who have never had a cardiovascular event. It simulates trajectories for the leading direct and indirect risk factors from 1990 to 2040 and evaluates 19 interventions. The main outcomes are first-time cardiovascular events and consequent deaths, as well as total consequence costs, which combine medical expenditures and productivity costs associated with cardiovascular events and risk factors. We used sensitivity analyses to examine the significance of uncertain parameters. A base case scenario shows that population turnover and aging strongly influence the future trajectories of several risk factors. At least 15 of 19 interventions are potentially cost saving and could reduce deaths from first cardiovascular events by approximately 20% and total consequence costs by 26%. Some interventions act quickly to reduce deaths, while others more gradually reduce costs related to risk factors. Although the model is still evolving, the simulated experiments reported here can inform policy and spending decisions.

摘要

有许多针对心血管疾病的局部干预措施,但提供这些措施的资源有限。由于心血管风险是通过因果途径和逐渐积累形成的,这使得确定最有效的干预措施具有挑战性,而这些因素很难简单地计算出来。我们创建了一个用于评估多种预防和管理心血管风险方法的模拟模型。该模型整合了来自多个来源的数据,以代表从未发生过心血管事件的所有美国成年人。它模拟了 1990 年至 2040 年主要直接和间接风险因素的轨迹,并评估了 19 种干预措施。主要结果是首次发生心血管事件和随后的死亡,以及总后果成本,其中包括与心血管事件和风险因素相关的医疗支出和生产力成本。我们使用敏感性分析来检查不确定参数的重要性。一个基本案例表明,人口更替和老龄化对几个风险因素的未来轨迹有很大影响。19 种干预措施中至少有 15 种可能具有成本效益,可以将首次心血管事件导致的死亡人数减少约 20%,将总后果成本减少 26%。一些干预措施可以迅速降低死亡率,而另一些干预措施则可以更缓慢地降低与风险因素相关的成本。尽管该模型仍在不断发展,但这里报告的模拟实验可以为政策和支出决策提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e63c/2811513/93328c332dc1/PCD71A18s01.jpg

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