This research investigates preference uncertainty generated as a function o
f specific alternative characteristics during multiattribute evaluative jud
gments. We propose that preference uncertainty has at least two behavioral
manifestations: longer judgment times and greater response error in express
ed preferences. We investigate two hypotheses regarding stimulus-based caus
es of preference uncertainty. As predicted by our attribute conflict hypoth
esis, greater within-alternative conflict (discrepancy among the attributes
of an evaluative alternative) led to longer judgment times and greater res
ponse error. As predicted by our attribute extremity hypothesis, greater at
tribute extremity (very high or low attribute values) resulted in shorter j
udgment times and less response error. We also found that judgment times an
d response errors were strongly positively correlated at the item level, co
nsistent with our assumption that preference uncertainty generated by stimu
lus characteristics is manifested in judgment time and error. Finally, we f
ound that the item-level preference uncertainty effects proposed here opera
te in parallel with strategy-level, effort-accuracy tradeoffs observable ac
ross participants. These findings are consistent with the RandMAU random mu
ltiattribute utility model developed in a companion article by Fischer et a
l. (2000).