To make a legitimate comparison, all other factors that could affect performance must be equalized. For example, all employees in the group should have similar KSAs, be using similar equipment, and have access to similar resources.If other factors are dissimilar, it isn’t possible to isolate the training impact on performance. Experimental design evaluation requires three criteria: More than one group created for the purpose of the comparison A measurable outcome common to both groups Random assignment of group members