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Bland-Altman 方法一致性分析×克朗巴赫α系数(信度分析)×Fleiss Kappa多评分者一致性系数×
领域统计学统计学统计学
方法族Hypothesis testLatent structureHypothesis test
起源年份198619511971
提出者J. Martin Bland & Douglas G. AltmanLee J. CronbachJoseph L. Fleiss
类型Graphical and statistical method comparisonReliability / internal consistency coefficientNon-parametric agreement measure
开创性文献Bland, J.M. & Altman, D.G. (1986). Statistical Methods for Assessing Agreement Between Two Methods of Clinical Measurement. Lancet, 327(8476), 307–310. DOI ↗Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗Fleiss, J.L. (1971). Measuring Nominal Scale Agreement Among Many Raters. Psychological Bulletin, 76(5), 378–382. DOI ↗
别名Bland-Altman plot, limits of agreement analysis, method agreement analysis, Bland-Altman Uyum Analizicoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)multi-rater kappa, Fleiss kappa, Fleiss' Kappa (Çoklu Değerlendirici Uyumu)
相关542
摘要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.Cronbach's alpha is a coefficient of internal consistency that quantifies the degree to which a set of items on a scale measures the same underlying construct. Introduced by Lee J. Cronbach in 1951, it remains the most widely reported reliability index in social-science, health, and educational research.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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ScholarGate方法对比: Bland-Altman Analysis · Cronbach's Alpha · Fleiss' Kappa. 于 2026-06-20 检索自 https://scholargate.app/zh/compare