In three experiments, we used the allergist task to examine the role of error correction mechanisms in the acquisition and extinction of causal judgments in people. Consistent with existing human and animal studies, acquisition of causal judgments was influenced by the discrepancy between the allergenic outcome and that predicted by all of the cues present on a trial (the "common error" term). However, in the present experiments, we failed to detect any evidence for the use of a common error term in extinction learning: Judgments of the allergenic properties of a cue were unaffected by the predictive value of the other cues present on a trial. This asymmetry in the use of a common error term in acquisition and extinction learning is inconsistent with previous animal studies and also with most models of associative learning. However, approaches that allow learning to be specific to a particular arrangement of elemental cues (context specific and state based) offer some explanation of the observed asymmetry.Keywords Human causal learning . Extinction . Associative learning Contemporary theories of associative learning invoke error correction mechanisms to explain a range of Pavlovian acquisition phenomena in animal subjects. These theories originate in the blocking, contingency, and signal validity effects reported in the classic experiments by Kamin (1969), Rescorla (1969), andWagner (1969), respectively. Each of these experiments demonstrated that learning about a conditioned stimulus (CS X) depends not only on its relation to a motivationally significant outcome [an unconditioned stimulus (US)] but also on the relation between other concomitantly present cues (CSA) and the US. More specifically, each demonstrated that a relation between X and the US, which was normally effective in producing learning, was rendered ineffective by the presence of a better predictor (A) of the US. Learning about X was reduced when pairings of an AX compound and the US were preceded by pairings of A and the US (Kamin, 1969), when X-US pairings were interspersed with US-alone presentations in the context (A) where the pairings occurred (Rescorla, 1969), and when X was paired with the US in the presence of A but not B relative to when X was equally often paired or not paired with the US in the presence of A and B (Wagner, 1969). These effects led to the development of theories (e.g., Pearce & Hall, 1980;Rescorla & Wagner, 1972;Wagner, 1981) whose central proposals are that associative formation is regulated by the discrepancy between the actual and predicted outcome of a trial and that all of the cues present are used to calculate the discrepancy whose size determines associative change. These theories have not only explained the blocking, contingency, and signal validity effects as well as other existing Pavlovian acquisition phenomena (e.g., overshadowing and conditioned inhibition), but have also successfully predicted new ones (e.g., over expectation and super conditioning). Dickinson, Shanks, and Evenden (1984) noted the...