On the assumption that principle component scores are to be computed by what is known as the direct solution (in contrast to estimation procedures), the weighted internal consistancy reliability coefficient for a component is reduced to a form so that it easily can be seen that when a latent root becomes as small as 1.0, the reliability becomes zero (as indicated in Kaiser-Caffrey alpha factor analysis). If the root becomes less than 1.0, the internal consistency becomes negative.
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John L. Horn (1969) studied this question.
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