This note shows the incorrectness of several results concerning robustness measures introduced by M. S. Mahmoud (1996: Some robustness measures for a class of discretetime systems. IMA J. Math. Control & info. 13, 117–128). Some confusing issues are discussed, and the correct forms of the corresponding results are provided.