Navon (1978) has considered the way in which apparent conservatism in human data processing maybe partly attributed to a perceived lack of independence between the data items. We consider this question for Bernoulli data, and identify those dependencies which lead to apparently conservative behaviour and those dependencies which will lead to apparent overestimation of posterior probabilities.