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理解观察者间一致性:kappa统计量。

Understanding interobserver agreement: the kappa statistic.

作者信息

Viera Anthony J, Garrett Joanne M

机构信息

Robert Wood Johnson Clinical Scholars Program, University of North Carolina, USA.

出版信息

Fam Med. 2005 May;37(5):360-3.

Abstract

Items such as physical exam findings, radiographic interpretations, or other diagnostic tests often rely on some degree of subjective interpretation by observers. Studies that measure the agreement between two or more observers should include a statistic that takes into account the fact that observers will sometimes agree or disagree simply by chance. The kappa statistic (or kappa coefficient) is the most commonly used statistic for this purpose. A kappa of 1 indicates perfect agreement, whereas a kappa of 0 indicates agreement equivalent to chance. A limitation of kappa is that it is affected by the prevalence of the finding under observation. Methods to overcome this limitation have been described.

摘要

诸如体格检查结果、影像学解读或其他诊断测试等项目通常在一定程度上依赖于观察者的主观解读。衡量两名或更多观察者之间一致性的研究应纳入一个统计量,该统计量要考虑到观察者有时会仅仅出于偶然因素而达成一致或存在分歧这一事实。kappa统计量(或kappa系数)是为此目的最常用的统计量。kappa值为1表示完全一致,而kappa值为0表示一致性等同于偶然。kappa的一个局限性在于它会受到所观察发现的患病率的影响。已描述了克服这一局限性的方法。

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