M. Hollins et al., Individual differences in perceptual space for tactile textures: Evidence from multidimensional scaling, PERC PSYCH, 62(8), 2000, pp. 1534-1544
Ratio scaling was used to obtain from 5 subjects estimates of the subjectiv
e dissimilarity between the members of all possible pairs of 17 tactile sur
faces. The stimuli were a diverse array of everyday surfaces, such as cordu
roy, sandpaper, and synthetic fur. The results were analyzed using the mult
idimensional scaling (MDS) program ALSCAL. There was substantial, but not c
omplete, agreement across subjects in the spatial arrangement of perceived
textures. Scree plots and multivariate analysis suggested that, for some su
bjects, a two-dimensional space was the optimal MDS solution, whereas for o
ther subjects, a three-dimensional space was indicated. Subsequent to their
dissimilarity scaling, subjects rated each stimulus on each of five adject
ive scales. Consistent with earlier research. two of these (rough/smooth an
d soft/hard) were robustly related to the space for all subjects. A third s
cale, sticky/slippery, was more variably related to the dissimilarity data:
regressed into three-dimensional MDS space, it was angled steeply into the
third dimension only for subjects whose scree plots favored a nonplanar so
lution. We conclude that the sticky/slippery dimension is perceptually weig
hted less than the rough/smooth and soft/hard dimensions, materially contri
buting to the structure of perceptual space only in some individuals.