We report seven experiments in which subjects were trained to respond with
numbers to the loudness of 1000-Hz pure tones according to power functions
with exponents of 0.60, 0.30, and 0.90. Subjects were then presented with s
timuli from other continua (65-Hz pure tones or 565-nm lights varying in am
plitude) and were asked to judge the subjective magnitude of these stimuli
on the same numerical scale. Stimuli from the training continuum were prese
nted, with feedback, on every other trial in order to maintain the trained
scale. Except for the 0.90 scale, subjects readily learned the predetermine
d scales and were able to use them to judge the non-training stimuli with g
roup results consistent with those usually reported. Also, in contrast to t
he usual magnitude estimation results, these results produced extremely low
levels of intersubject variability. We argue that such learned scales can
be used as "rulers" for measuring perceived magnitudes, according to a comm
on unit.