The ANOVA estimator of the intraclass correlation coefficient for categorical data given in Landis and Koch (1977) will be shown to be always greater than or equal to the kappa-type statistic suggested in Fleiss (1971). (C) 1998 Elsevier Science B.V. All rights reserved.