A diffusion model account of masking in two-choice letter identification.
Abstract
The diffusion model developed by R. Ratcliff (1978, 1981, 1985, 1988) for 2-choice decisions was applied to data from 2 letter identification experiments. In the experiments, stimulus letters were displayed and then masked, and the stimulus onset asynchrony between letter and mask was manipulated to vary accuracy from near chance to near ceiling. A standard reaction time procedure was used in one experiment and a deadline procedure in the other. Two hypotheses about the effect of masking on the information provided to the decision process were contrasted: (a) The output of perception to the decision process varies with time, so that the information used by the decision process rises and falls, reflecting the stimulus onset and mask onset. (b) The output of perception to the decision is constant over time, reflecting information integrated over the time between the stimulus and mask onsets. The data were well fit by the diffusion model only with the assumption of constant information over time.
Cites (3)
- A Simplex Method for Function MinimizationNelder, J. A., Mead, R. · 1965 · The Computer Journal
- Modeling Response Times for Two-Choice DecisionsRatcliff, Roger, Rouder, Jeffrey N. · 1998 · Psychological Science
- A Sequential Theory of Psychological DiscriminationLink, S. W., Heath, R. A. · 1975 · Psychometrika
Cited by (17)
- The Diffusion Decision Model: Theory and Data for Two-Choice Decision TasksRatcliff, Roger, McKoon, Gail · 2008 · Neural Computation
- Diffusion decision model: Current issues and historyRatcliff, Roger, Smith, Philip L., Brown, Scott D., McKoon, Gail · 2016 · Trends in Cognitive Sciences
- The simplest complete model of choice response time: Linear ballistic accumulationBrown, Scott D., Heathcote, Andrew · 2008 · Cognitive Psychology
- Psychology and neurobiology of simple decisionsSmith, Philip L, Ratcliff, Roger · 2004 · Trends in Neurosciences
- The speed-accuracy tradeoff: history, physiology, methodology, and behaviorHeitz, Richard P. · 2014 · Frontiers in Neuroscience
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: A diffusion model account of masking in two-choice letter identification. https://app.cochat.ai/papers/10.1037//0096-1523.26.1.127
- The paper
- Ratcliff, R., & Rouder, J. N. (2000). A diffusion model account of masking in two-choice letter identification. Journal of Experimental Psychology: Human Perception and Performance. https://doi.org/10.1037//0096-1523.26.1.127
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