Inference procedures for assessing interobserver agreement among multiple raters

Inference procedures for assessing interobserver agreement among multiple raters
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DOI:
10.1111/j.0006-341x.2001.00584.x
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发表时间:
2001-06-01
期刊:
影响因子:
1.9
通讯作者:
Klar, N
Klar, N
中科院分区:
数学3区
文献类型:
--
作者:
Altaye, M;Donner, A;Klar, N

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我们提出了一个新的程序,用于构建推理的一个措施,观察者间的协议,在研究中涉及一个二元的结果和多个评分。所提出的程序基于应用于相关二项模型的卡方拟合优度检验(Bahadur,1961,Studies in Item Analysis and Prediction,158-176),是Donner和Eliasziw(1992,Statistics in Medicine 11,1511-1519)针对两名评分者开发的拟合优度程序的扩展。新的程序示出提供的置信区间覆盖水平,接近标称的参数组合的范围很广。该程序还提供了一个样本量公式,可用于确定此类研究所需的受试者和评分者数量。
We propose a new procedure for constructing inferences about a measure of interobserver agreement in studies involving a binary outcome and multiple raters. The proposed procedure, based on a chi-square goodness-of-fit test as applied to the correlated binomial model (Bahadur, 1961, in Studies in Item Analysis and Prediction, 158-176), is an extension of the goodness-of-fit procedure developed by Donner and Eliasziw (1992, Statistics in Medicine 11, 1511-1519) for the case of two raters. The new procedure is shown to provide confidence-interval coverage levels that are close to nominal over a wide range of parameter combinations. The procedure also provides a sample-size formula that may be used to determine the required number of subjects and raters for such studies.