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模型输入不确定性分析在将与烟草控制相关的经济证据转移到资源匮乏国家中的应用:来自 EQUIPT 研究的结果。

A utility of model input uncertainty analysis in transferring tobacco control-related economic evidence to countries with scarce resources: results from the EQUIPT study.

机构信息

Syreon Research Institute, Budapest, Hungary.

Health Economics Research Group, Institute of Environment, Health and Society, Brunel University London, UK.

出版信息

Addiction. 2018 Jun;113 Suppl 1(Suppl Suppl 1):42-51. doi: 10.1111/add.14092. Epub 2018 Jan 28.

DOI:10.1111/add.14092
PMID:29377316
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6033140/
Abstract

AIMS

To inform the transferability of tobacco control-related economic evidence to resource-poor countries.

METHODS

We ran a univariate sensitivity analysis on a return on investment (ROI) model, the European study on Quantifying Utility of Investment in Protection from Tobacco model (EQUIPTMOD), to identify key input values to which the ROI estimates were sensitive. The EQUIPTMOD used a Markov-based state transition model to estimate the ROI of several tobacco control interventions in five European countries (England, Germany, Spain, Hungary and the Netherlands). Base case ROI estimates were obtained through average values of model inputs (throughout the five countries), which were then replaced one at a time with country-specific values. Tornado diagrams were used to evaluate the significance of sensitivity, defined as a ≥ 10% difference in ROI estimates from the base case estimates.

RESULTS

The ROI estimates were sensitive to 18 (of 46) input values. Examples of model inputs to which ROI estimates were sensitive included: smoking rate, costs of smoking-related diseases (e.g. lung cancer) and general population attributes.

CONCLUSION

Countries that have limited research time and other resources can adapt EQUIPTMOD to their own settings by choosing to collect data on a small number of model inputs. EQUIPTMOD can therefore facilitate transfer of tobacco control related economic evidence to new jurisdictions.

摘要

目的

说明将与烟草控制相关的经济证据推广到资源匮乏国家的可行性。

方法

我们对投资回报率(ROI)模型,即欧洲烟草控制投资效益量化模型(EQUIPTMOD)进行了单变量敏感性分析,以确定对 ROI 估计值敏感的关键输入值。EQUIPTMOD 使用基于马尔可夫的状态转移模型来估计五个欧洲国家(英国、德国、西班牙、匈牙利和荷兰)的几种烟草控制干预措施的 ROI。基本案例 ROI 估计值是通过模型输入的平均值(在五个国家中)获得的,然后逐个用特定国家的值替换。使用龙卷风图评估敏感性的重要性,敏感性定义为 ROI 估计值与基本案例估计值相差≥10%。

结果

ROI 估计值对 46 个输入值中的 18 个敏感。ROI 估计值敏感的模型输入示例包括:吸烟率、与吸烟相关疾病(如肺癌)的成本和一般人群特征。

结论

资源有限的国家可以通过选择收集少数模型输入的数据来调整 EQUIPTMOD 以适应自己的情况。因此,EQUIPTMOD 可以促进将与烟草控制相关的经济证据推广到新的司法管辖区。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a91d/6033140/8fdbc751f8c6/ADD-113-42-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a91d/6033140/d8b3a5fd88fe/ADD-113-42-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a91d/6033140/8fdbc751f8c6/ADD-113-42-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a91d/6033140/d8b3a5fd88fe/ADD-113-42-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a91d/6033140/8fdbc751f8c6/ADD-113-42-g002.jpg

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Understanding the stakeholders' intention to use economic decision-support tools: A cross-sectional study with the tobacco return on investment tool.
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