J. Miller et al., OVERLAPPING STAGE MODELS AND REACTION-TIME ADDITIVITY - EFFECTS OF THE ACTIVATION EQUATION, Acta psychologica, 90(1-3), 1995, pp. 11-28
Many experimental factors have been found to affect mean reaction time
(RT) additively in factorial experiments. What sorts of RT models are
compatible with this fact? Sternberg (1969) showed that serial, discr
ete-stage models are consistent with additivity, and as a result addit
ivity has sometimes been regarded as evidence in favor of such models.
However, McClelland (1979) showed that an alternative ''cascade'' mod
el, which violates crucial assumptions of discrete-stage models, also
predicts RT additivity in many cases. This article examines various mo
dified versions of the cascade model, and shows that mean RT additivit
y arises from many overlapping stage models, including some with thres
holds, information quantization, and nonlinear activation transformati
ons. This suggests that other aspects of the data besides mean RT addi
tivity should be examined to distinguish between serial and overlappin
g stage models.