Cognitive models of behavior led to the prediction that ambiguous stim
uli would be interpreted as alcohol-relevant in heavier drinkers. Wome
n were asked to define words that could be interpreted as alcohol-rele
vant or not (e.g., shot). Two measures served as indicators of a laten
t construct of cognitive bias: the number of words construed to be rel
ated to alcohol, and the position of the first word in the series that
was defined as alcohol-relevant. Average quantity, average frequency,
and maximum number of drinks imbibed in a single episode served as in
dicators of a latent construct of alcohol consumption. These two const
ructs covaried significantly (.44) in a two-factor latent variable ana
lysis that fit the data better than alternative models. These findings
support an alcohol-related interpretive bias and suggest hypotheses c
oncerning the types of interpretive preferences that may contribute to
alcohol consumption.