Department of Health Science and Research, Medical University of South Carolina, Charleston, USA.
Curr Opin HIV AIDS. 2010 May;5(3):242-8. doi: 10.1097/COH.0b013e3283384aed.
To review the general literature on microeconomic modeling and key points that must be considered in the general assessment of economic modeling reports, discuss the evolution of HIV economic models and identify models that illustrate this development over time, as well as examples of current studies. Recommend improvements in HIV economic modeling.
Recent economic modeling studies of HIV include examinations of scaling up antiretroviral (ARV) in South Africa, screening prior to use of abacavir, preexposure prophylaxis, early start of ARV in developing countries and cost-effectiveness comparisons of specific ARV drugs using data from clinical trials. These studies all used extensively published second-generation Markov models in their analyses. There have been attempts to simplify approaches to cost-effectiveness estimates by using simple decision trees or cost-effectiveness calculations with short-time horizons. However, these approaches leave out important cumulative economic effects that will not appear early in a treatment. Many economic modeling studies were identified in the 'gray' literature, but limited descriptions precluded an assessment of their adherence to modeling guidelines, and thus to the validity of their findings.
There is a need for developing third-generation models to accommodate new knowledge about adherence, adverse effects, and viral resistance.
综述微观经济学模型的一般文献和在一般评估经济模型报告时必须考虑的要点,讨论 HIV 经济模型的演变,并确定随时间展示这种发展的模型,以及当前研究的实例。推荐改进 HIV 经济建模。
最近的 HIV 经济建模研究包括在南非扩大抗逆转录病毒(ARV)治疗、在使用阿巴卡韦之前进行筛查、暴露前预防、在发展中国家早期开始 ARV 以及使用临床试验数据对特定 ARV 药物进行成本效益比较的研究。这些研究在分析中都广泛使用了已发表的第二代马尔可夫模型。有人试图通过使用简单的决策树或短期的成本效益计算来简化成本效益估计方法。然而,这些方法忽略了在治疗早期不会出现的重要累积经济效应。许多经济建模研究在“灰色”文献中被确定,但由于描述有限,无法评估它们对建模指南的遵守情况,以及因此对其研究结果的有效性。
需要开发第三代模型以适应有关依从性、不良反应和病毒耐药性的新知识。