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Methods to assess cost-effectiveness and value of further research when data are sparse: Negative-pressure wound therapy for severe pressure ulcers

机译:数据稀少时评估成本效益和进一步研究价值的方法:负压伤口治疗严重压力性溃疡

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摘要

Health care resources are scarce, and decisions have to be made about how to allocate funds. Often, these decisions are based on sparse or imperfect evidence. One such example is negative-pressure wound therapy (NPWT), which is a widely used treatment for severe pressure ulcers; however, there is currently no robust evidence that it is effective or cost-effective. This work considers the decision to adopt NPWT given a range of alternative treatments, using a decision analytic modeling approach. Literature searches were conducted to identify existing evidence on model parameters. Given the limited evidence base, a second source of evidence, beliefs elicited from experts, was used. Judgments from experts on relevant (uncertain) quantities were obtained through a formal elicitation exercise. Additionally, data derived from a pilot trial were also used to inform the model. The 3 sources of evidence were collated, and the impact of each on cost-effectiveness was evaluated. An analysis of the value of further information indicated that a randomized controlled trial may be worthwhile in reducing decision uncertainty, where from a set of alternative designs, a 3-arm trial with longer follow-up was estimated to be the most efficient. The analyses presented demonstrate how allocation decisions about medical technologies can be explicitly informed when data are sparse and how this kind of analyses can be used to guide future research prioritization, not only indicating whether further research is worthwhile but what type of research is needed and how it should be designed.
机译:卫生保健资源稀缺,必须决定如何分配资金。通常,这些决定是基于稀疏或不完善的证据。一个这样的例子是负压伤口疗法(NPWT),它是严重压疮的一种广泛使用的疗法。但是,目前尚无确凿证据表明它是有效的或具有成本效益的。这项工作使用决策分析建模方法,考虑了给定一系列替代处理方法而采用NPWT的决策。进行文献检索以鉴定关于模型参数的现有证据。考虑到有限的证据基础,使用了第二种证据来源,即专家的信念。通过正式的演练,获得了专家对相关(不确定)数量的判断。另外,从试验中获得的数据也被用于告知模型。整理了3个证据来源,并评估了每种证据对成本效益的影响。对更多信息的价值进行的分析表明,随机对照试验可能在减少决策不确定性方面值得,在一组替代设计中,随访时间更长的三臂试验被认为是最有效的。提出的分析表明,当数据稀疏时,如何可以明确告知有关医疗技术的分配决策,以及如何将这种分析用于指导未来的研究优先次序,不仅表明是否值得进行进一步的研究,而且还指出需要进行哪种类型的研究,以及如何进行研究。它应该被设计。

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