Perceptual spaces, in which similar stimuli are located close to each other
and dissimilar stimuli are located far apart, have aided in the understand
ing of the physiological and psychological bases for sensory quality coding
. Differences in perception between individuals should be reflected by diff
erences in the spatial relationships between stimuli. If the dimensionality
of the perceptual space is small (e.g., color space), individual differenc
es that reflect specific pathologies are readily apparent from visual inspe
ction. On the other hand, if the dimensionality of the perceptual space is
large (as is proposed for odor space), visual inspection alone may not reve
al individual differences in quality perception. The present work presents
an information-theory-based method for quantifying individual differences i
n quality perception from perceptual confusion matrices. The ability of thi
s method to quantify individual differences in quality perception is shown
in a hypothetical example of specific anosmia. Finally, the method is appli
ed to the examination of intrasubject consistency of odorant quality percep
tion.