“…Cluster analysis is an atheoretical technique used to validate classification measures (Burns, Kubilus, Bruel, & Harden, 2001), and to group variables according to similarity of characteristics (Aldenderfer & Blashfield, 1984). Cluster analysis has been used to identify patient typologies (McDermott & Weiss, 1995;Rielage, Hoyt, & Renshaw, 2010;Walker, Baber, Garber, & Smith, 2008), sets of genes with similar expression patterns (Hastie et al, 2000), and groups that may benefit from specific interventions (Beitchman et al, 2001;Hodges & Wotring, 2000;Lipkovich, Houston, & Ahl, 2008). In this study, the goal of the cluster analysis was to classify evidence-based CPCs according to clinician responses to determine which CPCs clustered together and whether CPCs would cluster according to EBPT designations.…”