Literature DB >> 21420077

An integrated perspective on the relation between response speed and intelligence.

Don van Ravenzwaaij1, Scott Brown, Eric-Jan Wagenmakers.   

Abstract

Research in the field of mental chronometry and individual differences has revealed several robust regularities (Jensen, 2006). These include right-skewed response time (RT) distributions, the worst performance rule, correlations with general intelligence (g) that are more pronounced for RT standard deviations (RTSD) than they are for RT means (RTm), an almost perfect linear relation between individual differences in RTSD and RTm, linear Brinley plots, and stronger correlations between g and inspection time (IT) than between g and RTm. Here we show how all these regularities are manifestations of a single underlying relationship, when viewed through the lens of Ratcliff's diffusion model (Ratcliff, 1978; Ratcliff, Schmiedek, & McKoon, 2008). The single underlying relationship is between individual differences in general intelligence and individual differences in "drift rate", which is just the speed of information processing in Ratcliff's model. We also test and confirm a strong prediction of the diffusion model, namely that the worst performance rule generalizes to phenomena outside of the field of intelligence. Our approach provides an integrative perspective on intelligence findings.
Copyright © 2011 Elsevier B.V. All rights reserved.

Mesh:

Year:  2011        PMID: 21420077     DOI: 10.1016/j.cognition.2011.02.002

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  18 in total

1.  Drifting from slow to "D'oh!": working memory capacity and mind wandering predict extreme reaction times and executive control errors.

Authors:  Jennifer C McVay; Michael J Kane
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-10-17       Impact factor: 3.051

2.  Ultra-Rapid Categorization of Meaningful Real-Life Scenes in Adults With and Without ASD.

Authors:  Steven Vanmarcke; Ruth Van Der Hallen; Kris Evers; Ilse Noens; Jean Steyaert; Johan Wagemans
Journal:  J Autism Dev Disord       Date:  2016-02

3.  Mental chronometry and individual differences: modeling reliabilities and correlations of reaction time means and effect sizes.

Authors:  Jeff Miller; Rolf Ulrich
Journal:  Psychon Bull Rev       Date:  2013-10

4.  A cognitive model-based approach to testing mechanistic explanations for neuropsychological decrements during tobacco abstinence.

Authors:  Alexander Weigard; Cynthia Huang-Pollock; Andrew Heathcote; Larry Hawk; Nicolas J Schlienz
Journal:  Psychopharmacology (Berl)       Date:  2018-09-04       Impact factor: 4.530

5.  Variability in visual working memory ability limits the efficiency of perceptual decision making.

Authors:  Edward F Ester; Tiffany C Ho; Scott D Brown; John T Serences
Journal:  J Vis       Date:  2014-04-02       Impact factor: 2.240

Review 6.  Sequential Sampling Models in Cognitive Neuroscience: Advantages, Applications, and Extensions.

Authors:  B U Forstmann; R Ratcliff; E-J Wagenmakers
Journal:  Annu Rev Psychol       Date:  2015-09-17       Impact factor: 24.137

7.  Genetic architecture of the Delis-Kaplan Executive Function System Trail Making Test: evidence for distinct genetic influences on executive function.

Authors:  Terrie Vasilopoulos; Carol E Franz; Matthew S Panizzon; Hong Xian; Michael D Grant; Michael J Lyons; Rosemary Toomey; Kristen C Jacobson; William S Kremen
Journal:  Neuropsychology       Date:  2011-12-26       Impact factor: 3.295

8.  The role of speed in ADHD-related working memory deficits: A time-based resource-sharing and diffusion model account.

Authors:  Alexander Weigard; Cynthia Huang-Pollock
Journal:  Clin Psychol Sci       Date:  2016-12-21

9.  Testing theories of post-error slowing.

Authors:  Gilles Dutilh; Joachim Vandekerckhove; Birte U Forstmann; Emmanuel Keuleers; Marc Brysbaert; Eric-Jan Wagenmakers
Journal:  Atten Percept Psychophys       Date:  2012-02       Impact factor: 2.199

10.  Individual differences in the discrimination of novel speech sounds: effects of sex, temporal processing, musical and cognitive abilities.

Authors:  Vera Kempe; John C Thoresen; Neil W Kirk; Felix Schaeffler; Patricia J Brooks
Journal:  PLoS One       Date:  2012-11-05       Impact factor: 3.240

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