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Updated: Apr 29, 2026

Generating Strictly Controlled Stimuli for Figure Recognition Experiments
Published on: March 18, 2019
Perception and identification of random events
Jiaying Zhao1, Ulrike Hahn2, Daniel Osherson3
1Department of Psychology, Institute for Resources, Environment and Sustainability.
Abstract:
The cognition of randomness consists of perceptual and conceptual components. One might be able to discriminate random from nonrandom stimuli, yet be unable to identify which is which. In a series of experiments, we compare the ability to distinguish random from nonrandom stimuli to the accuracy with which given stimuli are identified as "random." In a further experiment, we also evaluate the encoding hypothesis according to which the tendency of a stimulus to be labeled random varies with the cognitive difficulty of encoding it (Falk & Konold, 1997). In our experiments, the ability to distinguish random from nonrandom stimuli is superior to the ability to correctly label them. Moreover, for at least 1 class of stimuli, difficulty of encoding fails to predict the probability of being labeled random, providing evidence against the encoding hypothesis.
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