This research is concerned with the role in causal judgment of informa
tion pertaining to prior causal beliefs. Evidence is reported that the
judged likelihood that a given cause was responsible for a given effe
ct increases as the number of other effects attributable to that cause
and present on that occasion increases. It was also found that the ju
dged likelihood that a cause was responsible for a given effect decrea
sed as the number of effects attributable to an alternative cause incr
eases. These judgmental tendencies are termed the principles of explan
atory versatility and explanatory exclusivity, respectively. It is arg
ued that these principles, which are independent of explanatory cohere
nce, are most likely to be used when cues to causal mechanisms are not
available and when people possess relevant prior beliefs about possib
le effects of the candidate causes.