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A Practical Application of Value of Information and Prospective Payback of Research to Prioritize Evaluative Research

机译:信息价值的实际应用和研究的预期回报以评估研究为优先

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Background and Objectives. Efforts to ensure that funded research represents value for money have led to increasing calls for the use of analytic methods in research prioritization. A number of analytic approaches have been proposed to assist research funding decisions, the most prominent of which are value of information (VOI) and prospective payback of research (PPoR). Despite the increasing interest in the topic, there are insufficient VOI and PPoR applications on the same case study to contrast their methods and compare their outcomes. We undertook VOI and PPoR analyses to determine the value of conducting 2 proposed research programs. The application served as a vehicle for identifying differences and similarities between the methods, provided insight into the assumptions and practical requirements of undertaking prospective analyses for research prioritization, and highlighted areas for future research. Methods. VOI and PPoR were applied to case studies representing proposals for clinical trials in advanced non-small-cell lung cancer and prostate cancer. Decision models were built to synthesize the evidence available prior to the funding decision. VOI (expected value of perfect and sample information) and PPoR (PATHS model) analyses were undertaken using the developed models. Results and Conclusions. VOI and PPoR results agreed in direction, suggesting that the proposed trials would be cost-effective investments. However, results differed in magnitude, largely due to the way each method conceptualizes the possible outcomes of further research and the implementation of research results in practice. Compared with VOI, PPoR is less complex but requires more assumptions. Although the approaches are not free from limitations, they can provide useful input for research funding decisions.
机译:背景和目标。为确保获得资助的研究代表物有所值的努力,人们越来越要求在研究优先次序中使用分析方法。已经提出了许多分析方法来辅助研究资金的决策,其中最突出的是信息价值(VOI)和研究的预期回报(PPoR)。尽管对该主题越来越感兴趣,但是在同一案例研究中,VOI和PPoR应用程序不足以对比其方法并比较其结果。我们进行了VOI和PPoR分析,以确定进行2项提议的研究计划的价值。该应用程序可作为识别方法之间差异和相似性的工具,深入了解进行前瞻性分析以进行研究优先排序的假设和实际要求,并突出显示了未来研究的领域。方法。 VOI和PPoR已应用于代表晚期非小细胞肺癌和前列腺癌临床试验建议的案例研究。建立决策模型以综合资金决策之前可用的证据。使用已开发的模型进行了VOI(理想和样本信息的期望值)和PPoR(PATHS模型)分析。结果和结论。 VOI和PPoR结果在方向上一致,表明拟议的试验将是具有成本效益的投资。但是,结果的大小差异很大,这主要是由于每种方法将进一步研究的可能结果概念化以及在实践中实施研究结果的方式。与VOI相比,PPoR的复杂度较低,但需要更多的假设。尽管这些方法并非没有局限性,但它们可以为研究资助决策提供有用的信息。

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