The effect of exposure to principled change in concept formation was invest
igated in four experiments. In Experiment 1, participants were trained on e
ither patterns that transformed systematically or control patterns that wer
e distorted randomly. Training on transformational patterns produced concep
ts that were more resistant to false intrusions and decay. Experiment 2 sep
arated the relative influences of transformational knowledge and pairwise s
imilarity. Participants were able to identify the next pattern in a transfo
rmational sequence even though the foils were closer to the training patter
ns. Experiment 3 investigated whether participants use transformational inf
ormation in a speeded categorization task. Participants were faster at clas
sifying patterns that continued a transformational path than patterns that
fell off the path, only if they had trained on the transformational pattern
s in a systematic order. Experiment 4 used multidimensional scaling to expl
ore the psychological structure of transformational knowledge following tra
ining. Analyses revealed clear evidence of a transformational path with sys
tematic training. Implications for theories of similarity and categorizatio
n are discussed. (C) 1999 Academic Press.