Sun Xin, Faunce Thomas
Department of Clinical Epidemiology and Biostatistics, McMaster University, 1200 Main Street West, HSC 2C7, L8N 3Z5 Hamilton, ON, Canada.
Eur J Health Econ. 2008 Nov;9(4):313-23. doi: 10.1007/s10198-007-0078-x. Epub 2007 Oct 18.
Decision-analytical modelling is widely used in health-care economic evaluations, especially in situations where evaluators lack clinical trial data, and in circumstances where such evaluations factor into reimbursement pricing decisions. This paper aims to improve the understanding and use of modelling techniques in this context, with particular emphasis on Markov modelling.
We provide an overview, in this paper, of the principles and methodological details of decision-analytical modelling. We propose a common route for practicing modelling that accommodates any type of decision-analytical modelling techniques. We use the treatment of chronic hepatitis B as an example to indicate the process of development, presentation and analysis of the Markov model, and discuss the strengths, weaknesses and pitfalls of different approaches.
Good practice of modelling requires careful planning, conduct and analysis of the model, and needs input from modellers and users.
决策分析模型在医疗保健经济评估中广泛应用,尤其适用于评估者缺乏临床试验数据的情况,以及此类评估影响报销定价决策的情形。本文旨在增进对该背景下建模技术的理解与应用,特别强调马尔可夫模型。
我们在本文中概述决策分析模型的原理和方法细节。我们提出一种适用于任何类型决策分析建模技术的通用建模途径。我们以慢性乙型肝炎的治疗为例,说明马尔可夫模型的开发、呈现和分析过程,并讨论不同方法的优缺点及陷阱。
良好的建模实践需要对模型进行精心规划、实施和分析,且需要建模者和使用者的投入。