This paper reports on an experimental investigation of the utility fun
ctions elicited by four different utility elicitation computer program
s. We were able to confirm that decision making subjects will to a deg
ree follow the recommendation of a utility elicitation program in cont
ravention to the subject's intuitive judgments of preference. Further,
we found systematic differences in this regard among the four program
s. Programs that confront subjects with their inconsistencies and forc
e a reworking of the subjects' expressed preferences appear to produce
utility functions with greater acceptance by decision makers. Similar
ly, programs that employ a direct manipulation style of interface also
appear to result in greater acceptance by subjects of the utility fun
ctions elicited.