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상호평가자 신뢰도 (Cohen's κ 및 ICC)×Bland-Altman 방법 비교 분석×코헨의 카파 계수×플레이스 카파 (Fleiss' Kappa)×
분야심리측정학통계학통계학통계학
계열Latent structureHypothesis testHypothesis testHypothesis test
기원 연도1960 (kappa); 1979 (ICC)198619601971
창시자Cohen (kappa, 1960); Shrout & Fleiss (ICC, 1979)J. Martin Bland & Douglas G. AltmanJacob CohenJoseph L. Fleiss
유형Reliability / agreement analysisGraphical and statistical method comparisonInter-rater reliability coefficientNon-parametric agreement measure
원전Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. DOI ↗Bland, J.M. & Altman, D.G. (1986). Statistical Methods for Assessing Agreement Between Two Methods of Clinical Measurement. Lancet, 327(8476), 307–310. DOI ↗Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. DOI ↗Fleiss, J.L. (1971). Measuring Nominal Scale Agreement Among Many Raters. Psychological Bulletin, 76(5), 378–382. DOI ↗
별칭inter-rater reliability, interrater agreement, rater agreement, Değerlendiriciler Arası Güvenilirlik (Cohen's κ, ICC)Bland-Altman plot, limits of agreement analysis, method agreement analysis, Bland-Altman Uyum Analizikappa coefficient, kappa statistic, Cohen's Kappa (Değerlendiriciler Arası Uyum)multi-rater kappa, Fleiss kappa, Fleiss' Kappa (Çoklu Değerlendirici Uyumu)
관련6532
요약Interrater reliability quantifies the degree to which two or more independent raters produce consistent scores when evaluating the same individuals or products. The family encompasses Cohen's kappa, introduced in 1960 for categorical judgments, and the Intraclass Correlation Coefficient (ICC) for continuous ratings, together spanning most measurement scenarios encountered in behavioral, health, and educational research.The Bland-Altman analysis is a graphical and statistical technique for assessing agreement between two measurement methods applied to the same subjects. Introduced by J. Martin Bland and Douglas G. Altman in their landmark 1986 Lancet paper, it plots the difference between the two methods against their mean for each subject, and derives the bias (mean difference) along with limits of agreement (LoA) that capture 95% of differences in the population.Cohen's kappa (κ) is a statistical measure of inter-rater reliability for categorical classifications, introduced by Jacob Cohen in 1960. Unlike simple percent agreement, kappa corrects for the level of agreement that would be expected purely by chance, making it the standard metric when two raters independently assign observations to the same set of mutually exclusive categories.Fleiss' Kappa is a non-parametric statistic for measuring the degree of agreement among three or more raters who classify items into mutually exclusive nominal categories. Introduced by Joseph L. Fleiss in 1971 as a generalization of Cohen's Kappa beyond two raters, it corrects observed agreement for the level of agreement expected by chance alone, making it the standard reliability index in medical diagnosis studies, content analysis, and multi-coder research.
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ScholarGate방법 비교: Interrater Reliability · Bland-Altman Analysis · Cohen's Kappa · Fleiss' Kappa. 2026-06-20에 다음에서 검색함: https://scholargate.app/ko/compare