Albert E. Beaton, Nancy L. Allen, Interpreting Scales Through Scale Anchoring, Journal of Educational Statistics, Vol. 17, No. 2, Special Issue: National Assessment of Educational Progress (Summer, 1992), pp. 191-204
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Beaton et al. (1992) studied this question.