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一种系统动力学建模方法,用于评估推出一种新的尼古丁产品对人群健康结果的影响。

A system dynamics modelling approach to assess the impact of launching a new nicotine product on population health outcomes.

作者信息

Hill Andrew, Camacho Oscar M

机构信息

Ventana Systems UK Ltd., Alexandra House, St Johns Street, Salisbury, SP1 2SB, UK.

British American Tobacco (Investments) Ltd., Group R&D, Regents Park Road, Southampton, SO15 8TL, UK.

出版信息

Regul Toxicol Pharmacol. 2017 Jun;86:265-278. doi: 10.1016/j.yrtph.2017.03.012. Epub 2017 Mar 22.

Abstract

In 2012 the US FDA suggested the use of mathematical models to assess the impact of releasing new nicotine or tobacco products on population health outcomes. A model based on system dynamics methodology was developed to project the potential effects of a new nicotine product at a population level. A model representing traditional smoking populations (never, current and former smokers) and calibrated using historical data was extended to a two-product model by including electronic cigarettes use statuses. Smoking mechanisms, such as product initiation, switching, transition to dual use, and cessation, were represented as flows between smoking statuses (stocks) and the potential effect of smoking renormalisation through a feedback system. Mortality over a 50-year period (2000-2050) was the health outcome of interest, and was compared between two scenarios, with and without e-cigarettes being introduced. The results suggest that by 2050, smoking prevalence in adults was 12.4% in the core model and 9.7% (including dual users) in the counterfactual. Smoking-related mortality was 8.4% and 8.1%, respectively. The results suggested an overall beneficial effect from launching e-cigarettes and that system dynamics could be a useful approach to assess the potential population health effects of nicotine products when epidemiological data are not available.

摘要

2012年,美国食品药品监督管理局建议使用数学模型来评估推出新的尼古丁或烟草产品对人群健康结果的影响。开发了一个基于系统动力学方法的模型,以预测一种新的尼古丁产品在人群层面的潜在影响。一个代表传统吸烟人群(从不吸烟者、当前吸烟者和既往吸烟者)并使用历史数据进行校准的模型,通过纳入电子烟使用状况扩展为双产品模型。吸烟机制,如产品起始使用、转换、转变为同时使用两种产品以及戒烟,被表示为吸烟状态(存量)之间的流量,以及通过反馈系统实现吸烟常态化的潜在影响。50年期间(2000 - 2050年)的死亡率是关注的健康结果,并在两种情景之间进行比较,一种情景是引入电子烟,另一种情景是不引入电子烟。结果表明,到2050年,核心模型中成年人的吸烟率为12.4%,反事实模型中为9.7%(包括同时使用两种产品者)。与吸烟相关的死亡率分别为8.4%和8.1%。结果表明推出电子烟总体上有有益影响,并且当没有流行病学数据时,系统动力学可能是评估尼古丁产品对人群健康潜在影响的一种有用方法。

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