According to one version of the mental models theory (Oakhill, J.V., Johnso
n-Laird, P.N., Garnham, A., 1989. Believability and syllogistic reasoning.
Cognition 31, 117-140) beliefs exert their influence on reasoning in three
ways. First they can affect the interpretation of the premises, for example
by conversion. Second, they can curtail the search for alternative models
of the premises, if an initial model supports a believable conclusion. Thir
d, they can act as a filter on any conclusion that is eventually generated.
This last influence is important in explaining the effects of belief bias
in one-model syllogisms with no convertible premises, since such syllogisms
, by definition, have no alternative models. However, the most natural inte
rpretation of such a filter is that it filters out conclusions and leads to
the response 'no valid conclusion'. The present study, which was conducted
with groups of both British and Italian subjects, looked at the effect of
prior knowledge on syllogistic reasoning, and showed that: (1) invalid conc
lusions for such one model syllogisms, either thematic or abstract, are typ
ically not of the type 'no valid conclusion', but state invalid relations b
etween the end terms; (2) belief-bias is completely suppressed when previou
s knowledge is incompatible with the premises, and therefore the premises t
hemselves are always considered. The results an compatible with a version o
f the mental models theory in which a representation of prior knowledge pre
cedes modelling of the premises, which are then incorporated into the repre
sentation of this knowledge. The relation between this theory and other acc
ounts of belief bias in syllogistic reasoning, and the implications of thes
e findings for reasoning more generally, are considered. (C) 1998 Elsevier
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