Cronbach' s alpha coefficient (Cronbach, 1951) is a very popular measure of scale reliability in social science studies. For a set of indicators, y_{1}, y_{2}, . . . , y_{p} that measure the same latent variable , the sum of the ys, that is, , is often used as a composite measure of the underlying latent variable. Cronbach' s alpha is the squared correlation between and , which can be estimated as (Bollen, 1989a, p. 216):

(2.14)

where p is the number of indicators. This estimate of reliability is not for a single indicator, but for a composite measure (i.e., unweighted sum of a set of indicators) under the assumption that the measures are either parallel or tau- equivalent. It would underestimate the reliability for congeneric measures.

Start Free Trial

No credit card required