PurposeThe purpose of this paper is twofold: (a) to examine methods used by clothing and textiles researchers to conduct pairwise mean comparisons, and (b) to review the issue of Type I error control and power of these and other more recently developed PMC procedures. Given this background, the major intent of this paper is to provide researchers with some recommendations for selection of a PMC procedure. Since ease of application is often a consideration in choosing a multiple comparison procedure (Seaman, Levin, & Serlin, 1991), methods for obtaining . numerical results for the recommended procedures will be discussed, and illustrative examples are provided.