Three experiments were conducted on the predictability of four multi-attribute models. Results support using the “adequacy” formulation over the Fishbein and Rosenberg models if the investigator's goal is maximization of explained variance. The utility of eliciting salient beliefs and the nonequivalence of value and prominence components is shown also.