M. Treisman et al., VOICE-ONSET TIME AND TONE-ONSET TIME - THE ROLE OF CRITERION-SETTING MECHANISMS IN CATEGORICAL PERCEPTION, The Quarterly journal of experimental psychology. A, Human experimental psychology, 48(2), 1995, pp. 334-366
Problems in modelling categorical perception (CP) and attempts to appl
y signal detection theory (SDT) to CP are reviewed. An approach based
on SDT supplemented by a theory of criterion setting is presented. Cri
terion setting theory (CST) postulates mechanisms that reset the respo
nse criterion on each trial, and it accounts for sequential dependenci
es. A criterion setting model for discrimination is shown to fit data
from the literature. The hypothesis that ''sharp'' category boundaries
may arise from the suppression of noise caused by intertrial dependen
cies was examined in an experiment on the identification of [ba] and [
pa] syllables, and tone combinations of varying tone-onset time. Howev
er, it was shown that both positive and negative intertrial dependenci
es were present. They could be fitted by the criterion-setting model;
in this respect, CP resembles standard psychophysical judgements. Exam
ination of the psychometric functions from the two CP tasks shows that
they are not normal ogives, as in standard psychophysical tasks: thes
e curves are steeper centrally and flatter at the extremes than a Gaus
sian ogive; we describe them as ''hypersigmoid''. The description of C
P identification functions as hypersigmoid provides a new, qualitative
characterization of the ''sharp'' category boundaries traditionally c
laimed for CP. Their causation remains to be determined.