Literature DB >> 21169566

Converging measures of workload capacity.

Ami Eidels1, Chris Donkin, Scott D Brown, Andrew Heathcote.   

Abstract

Does processing more than one stimulus concurrently impede or facilitate performance relative to processing just one stimulus? This fundamental question about workload capacity was surprisingly difficult to address empirically until Townsend and Nozawa (1995) developed a set of nonparametric analyses called systems factorial technology. We develop an alternative parametric approach based on the linear ballistic accumulator decision model (Brown & Heathcote, 2008), which uses the model's parameter estimates to measure processing capacity. We show that these two methods have complementary strengths, and that, in a data set where participants varied greatly in capacity, the two approaches provide converging evidence.

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Year:  2010        PMID: 21169566     DOI: 10.3758/PBR.17.6.763

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  13 in total

1.  The time course of perceptual choice: the leaky, competing accumulator model.

Authors:  M Usher; J L McClelland
Journal:  Psychol Rev       Date:  2001-07       Impact factor: 8.934

2.  A ballistic model of choice response time.

Authors:  Scott Brown; Andrew Heathcote
Journal:  Psychol Rev       Date:  2005-01       Impact factor: 8.934

3.  A theory of interactive parallel processing: new capacity measures and predictions for a response time inequality series.

Authors:  James T Townsend; Michael J Wenger
Journal:  Psychol Rev       Date:  2004-10       Impact factor: 8.934

4.  The simplest complete model of choice response time: linear ballistic accumulation.

Authors:  Scott D Brown; Andrew Heathcote
Journal:  Cogn Psychol       Date:  2008-02-20       Impact factor: 3.468

5.  Channel interaction and the redundant-targets effect in bimodal divided attention.

Authors:  J Miller
Journal:  J Exp Psychol Hum Percept Perform       Date:  1991-02       Impact factor: 3.332

6.  Statistical facilitation of simple reaction times.

Authors:  D H RAAB
Journal:  Trans N Y Acad Sci       Date:  1962-03

7.  Divided attention: evidence for coactivation with redundant signals.

Authors:  J Miller
Journal:  Cogn Psychol       Date:  1982-04       Impact factor: 3.468

8.  Where similarity beats redundancy: the importance of context, higher order similarity, and response assignment.

Authors:  Ami Eidels; James T Townsend; James R Pomerantz
Journal:  J Exp Psychol Hum Percept Perform       Date:  2008-12       Impact factor: 3.332

9.  Comparing perception of Stroop stimuli in focused versus divided attention paradigms: evidence for dramatic processing differences.

Authors:  Ami Eidels; James T Townsend; Daniel Algom
Journal:  Cognition       Date:  2009-09-05

10.  Domain general mechanisms of perceptual decision making in human cortex.

Authors:  Tiffany C Ho; Scott Brown; John T Serences
Journal:  J Neurosci       Date:  2009-07-08       Impact factor: 6.167

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  13 in total

Review 1.  The structure of short-term memory scanning: an investigation using response time distribution models.

Authors:  Chris Donkin; Robert M Nosofsky
Journal:  Psychon Bull Rev       Date:  2012-06

2.  A new perspective on visual word processing efficiency.

Authors:  Joseph W Houpt; James T Townsend; Christopher Donkin
Journal:  Acta Psychol (Amst)       Date:  2013-12-13

Review 3.  Workload capacity spaces: a unified methodology for response time measures of efficiency as workload is varied.

Authors:  James T Townsend; Ami Eidels
Journal:  Psychon Bull Rev       Date:  2011-08

4.  Working memory's workload capacity.

Authors:  Andrew Heathcote; James R Coleman; Ami Eidels; Jason M Watson; Joseph Houpt; David L Strayer
Journal:  Mem Cognit       Date:  2015-10

5.  Response-time tests of logical-rule models of categorization.

Authors:  Daniel R Little; Robert M Nosofsky; Stephen E Denton
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-01       Impact factor: 3.051

6.  Functional principal components analysis of workload capacity functions.

Authors:  Devin M Burns; Joseph W Houpt; James T Townsend; Michael J Endres
Journal:  Behav Res Methods       Date:  2013-12

7.  Statistical measures for workload capacity analysis.

Authors:  Joseph W Houpt; James T Townsend
Journal:  J Math Psychol       Date:  2012-06-20       Impact factor: 2.223

8.  Linear deterministic accumulator models of simple choice.

Authors:  Andrew Heathcote; Jonathon Love
Journal:  Front Psychol       Date:  2012-08-23

Review 9.  The resurrection of Tweedledum and Tweedledee: bimodality cannot distinguish serial and parallel processes.

Authors:  Paul Williams; Ami Eidels; James T Townsend
Journal:  Psychon Bull Rev       Date:  2014-10

10.  Working memory capacity and redundant information processing efficiency.

Authors:  Michael J Endres; Joseph W Houpt; Chris Donkin; Peter R Finn
Journal:  Front Psychol       Date:  2015-05-27
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