Physically, traversed space and elapsed time are linked by velocity. Accordingly, several theories regarding the brain's expectations about stimulus velocity have been put forward to account for the kappa effect.
Constant velocity expectation According to the constant velocity hypothesis proposed by Jones and Huang (1982), the brain incorporates a prior expectation of speed when judging spatiotemporal intervals. Specifically, the brain expects temporal intervals that would produce constant velocity (i.e.,
uniform motion) movement. Thus, the kappa effect occurs when we apply our knowledge of motion to stimulus sequences, which sometimes leads us to make mistakes. Evidence for the role of a uniform motion expectation in temporal perception comes from a study in which participants observed eight white dots that successively appeared in one direction in a horizontal alignment along a straight line. When the temporal separation was constant and the spatial separation between the dots varied, they observed the kappa effect, which follows the constant velocity hypothesis. However, when both the temporal and spatial separation between the dots varied, they failed to observe the response pattern that the constant velocity hypothesis predicts. A possible explanation is that it is difficult to perceive a uniform motion from such varying, complicated patterns; thus, the context of observed events may affect our temporal perception.
Low-speed expectation A
Bayesian perceptual model replicates the tactile kappa effect and other tactile spatiotemporal illusions, including the tau effect and the
cutaneous rabbit illusion. According to this model, brain circuitry encodes the expectation that tactile stimuli tend to move slowly. The Bayesian model reaches an optimal probabilistic inference by combining uncertain spatial and temporal sensory information with a prior expectation for low-speed movement. The expectation that stimuli tend to move slowly results in the perceptual overestimation of the time elapsed between rapidly successive taps applied to separate skin locations. Simultaneously, the model perceptually underestimates the spatial separation between stimuli, thereby reproducing the cutaneous rabbit illusion and the tau effect. Goldreich (2007)
Motion in different contexts The kappa effect appears to depend strongly on phenomenal rather than physical extent. The kappa effect gets bigger as stimuli move faster. Observers tend to apply their previous knowledge of motion to a sequence of stimuli. When subjects observed vertically arranged stimuli, the kappa effect was stronger for sequences moving downward. This can be attributed to the expectation of downward acceleration and upward deceleration, in that the perceived accelerated downward motion causes us to underestimate temporal separation judgments. ==Related illusions==