Barnette found that even small occurrences of certain patterns (5%) have strong effects on Cronbach’s alpha coefficient. Some of these patterns increase alpha and some decrease alpha, but the most influential patterns were ones that increased alpha, thus leading to the conclusion that scores were more internally consistent than they actually were. However, such increased score homogeneity due to non attending obviously comes at the great cost of lower score validity.