  We propose an information-theoretic alternative to the popular Cronbach alpha
coefficient of reliability. Particularly suitable for contexts in which
instruments are scored on a strictly nonnumeric scale, our proposed index is
based on functions of the entropy of the distributions of defined on the sample
space of responses. Our reliability index tracks the Cronbach alpha coefficient
uniformly while offering several other advantages discussed in great details in
this paper.
