Five experiments explored the question of whether new perceptual units can
be developed if they are useful for a category learning task, and if so, wh
at the constraints on this unitization process are. During category learnin
g, participants were required to attend either a single component or a conj
unction of 5 components. Consistent with unitization, the conjunctive task
became much easier with practice; this improvement was not found for the si
ngle-component task or for conjunctive tasks in which the components could
not be unitized. Influences of component organization (Experiment 1), compo
nent contiguity (Experiment 2), component proximity (Experiment 3), and num
ber of components (Experiment 4) on practice effects were found. Deconvolve
d response times (Experiment 5) showed that prolonged practice yielded fast
er responses than predicted by an analytic model that integrates evidence f
rom independently perceived components.