Abstract
The rate of exceptionally slow reaction times (RTs), described by the long tail of the RT distribution, was found to be amplified in a variety of special populations with cognitive deficits (e.g., early-stage Alzheimer's disease, attention-deficit/hyperactivity disorder, low intelligence, elderly). Previous individual differences studies found high correlations between working memory (WM) and parameters that characterize the magnitude of the long-RT tail. However, the causal direction remains unknown. In 3 choice-reaction task experiments, we examined this relationship by directly manipulating WM availability. In Experiment 1, the stimulus-response rules were either arbitrary (WM demanding) or nonarbitrary. In Experiment 2, the arbitrary rules were either novel (demanding) or practiced. In Experiment 3, WM was loaded with either declarative (stimulus-stimulus) or procedural (stimulus-response) arbitrary rules. Using an ex-Gaussian model fitting, we found across all experiments that WM demands uniquely influenced the τ parameter, mostly responsible for the long-RT distribution tail. Evidence accumulation modeling of the choice process indicated that WM load had little influence on the decision process itself and primarily affected the duration of an exponentially distributed nondecision component, assumed to reflect the process of rule retrieval. Theoretical interpretations and implications are discussed.
Original language | English |
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Pages (from-to) | 1837-1860 |
Number of pages | 24 |
Journal | Journal of Experimental Psychology: General |
Volume | 143 |
Issue number | 5 |
DOIs | |
State | Published - 1 Jan 2014 |
Keywords
- Choice-reaction task
- Evidence accumulation modeling
- Ex-Gaussian distribution
- Intraindividual variability
- Working memory
All Science Journal Classification (ASJC) codes
- Experimental and Cognitive Psychology
- Developmental Neuroscience
- General Psychology