In univariate classification tasks, subjects sort stimuli on the basis of the only attribute that varies. In orthogonal classification tasks, often calledfiltering tasks, there additionally are trial-to-trial variations in irrelevant attributes that the subjects are instructed to ignore. Performance is generally slower in filtering tasks than in univariate control tasks. Weinvestigated this slowing in experiments of how the range of irrelevant trial-to-trial variation affects responses in pitch/loudness classification tasks. Using two levels of pitch and of loudness as stimuli, Experiment 1 replicated prior work showing that responses are slowed more when the range of the irrelevant dimension is made larger. Also in Experiment 1,sequential analyses showed that response time depends both on sequence and on the stimulus set independent of sequence. Experiments 2 and 3 used several levels on the irrelevant dimension and showed that responses to categorize loudness are slowed more by larger trial-to-trial pitch differences, but only on trials when the response repeats. When the response changes, performance is essentially unaffected by trial-to-trial irrelevant variation. This interaction supports the conclusion that slowed average performance in orthogonal classification tasks, which is known as Garner interference, is not due to difficulties that subjects have in filtering stimulus attributes. It is due to how subjects process successive stimulus differences. Wecall for more frequent reports of sequential analyses, because these can reveal information that is not available from data averages.Often, people cannot ignore irrelevant information when they classify a stimulus attribute. For example, when people are asked to classify auditory tones according to pitch, their performance is worse (slower and with more errors) when the timbre of the tone varies randomly between trials than if the timbre remains fixed between trials (Crowder, 1989). Irrelevant variation in loudness similarly interferes with performance when tones are classified according to pitch (Lockhead, 1992b;Melara & Mounts, 1994).This result-the fact that irrelevant variation on one dimension interferes with classification on another dimension-is called Garner interference (Gamer, 1974). Whenever there is such interference, the stimulus dimensions interact, which is contrary to what should occur if people could abstract a feature from a stimulus and process it independently ofother features, as Stevens (1975) proposed. There have been many attempts to understand this apparent interference (Garner, 1970; Lockhead, 1966 Lockhead, , 1992bMelara & Marks, 1990;Melara & O'Brien, 1987;Pomerantz & Garner, 1973;Shepard, 1964), none of which was fully successful. Each ofthese attempts addressed characteristics of individual stimuli, and all of these experimental approaches compared average perforThis research was partially supported by a National Science Foundation fellowship to S.A.H. Correspondence should be addressed to S. A. Huettel, Department of Psycho...