E K is a relative measure that is bounded between 0 and 1. Given K clusters, E K ¼ 0
when all the posterior probabilities are equal for each respondent (maximum entropy).
A value of E K very close to 0 is cause for concern because it implies that all the
centroids of the conditional parametric distributions are not sufficiently separated for
the particular number of clusters or groups estimated.