In a previous paper by Ratchford and Gupta price-quality relations are related to a measure of market efficiency. In this paper, alternative explanations are presented to the effect that one cannot conclude from a poor price-quality relation that the market is inefficient. Further, some of the estimates presented by Ratchford and Gupta are questioned