Literature DB >> 20804253

Modeling the effects of hypoglycemia on a two-choice task in adult humans.

Jacqueline Geddes1, Roger Ratcliff, Michael Allerhand, Russ Childers, Rohana J Wright, Brian M Frier, Ian J Deary.   

Abstract

OBJECTIVE: Previous research has demonstrated that hypoglycemia causes reaction times to be slower and more variable. Reaction time tests, however, use multiple cognitive and noncognitive processes. This study is the first to use a validated sequential sampling model (diffusion model) applied to results obtained from a simple 2-choice task in adult humans to assess the effects of hypoglycemia on the basic parameters of decision making.
METHOD: Fourteen adult volunteers were tested on a numerosity discrimination task with and without reduced blood glucose concentrations. The results were analyzed with a model that dissects the components of processing that underlie decisions: the quality of the information on which a decision is based (drift rate), the critical amount of evidence that must be accumulated before a decision is made (boundary separation), and the time taken by nondecision processes.
RESULTS: Hypoglycemia resulted in a reduction of mean drift rate from 0.290 to 0.211, t(13) = 4.10, p < .05. No effect of experimental state was observed on the amount of evidence required to make a decision or peripheral and motor processes.
CONCLUSION: This study locates the precise processing deficit associated with hypoglycemia and provides further understanding of the precise cognitive effect of hypoglycemia. Further research into the amelioration of these effects is required. Copyright 2010 APA, all rights reserved.

Entities:  

Mesh:

Year:  2010        PMID: 20804253     DOI: 10.1037/a0020074

Source DB:  PubMed          Journal:  Neuropsychology        ISSN: 0894-4105            Impact factor:   3.295


  13 in total

1.  Children are not like older adults: a diffusion model analysis of developmental changes in speeded responses.

Authors:  Roger Ratcliff; Jessica Love; Clarissa A Thompson; John E Opfer
Journal:  Child Dev       Date:  2011-12-21

2.  Measuring psychometric functions with the diffusion model.

Authors:  Roger Ratcliff
Journal:  J Exp Psychol Hum Percept Perform       Date:  2014-01-20       Impact factor: 3.332

Review 3.  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

4.  Effects of aging and IQ on item and associative memory.

Authors:  Roger Ratcliff; Anjali Thapar; Gail McKoon
Journal:  J Exp Psychol Gen       Date:  2011-08

5.  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

6.  Parameter variability and distributional assumptions in the diffusion model.

Authors:  Roger Ratcliff
Journal:  Psychol Rev       Date:  2012-11-12       Impact factor: 8.934

7.  The effects of sleep deprivation on item and associative recognition memory.

Authors:  Roger Ratcliff; Hans P A Van Dongen
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2017-09-21       Impact factor: 3.051

8.  Action video games do not improve the speed of information processing in simple perceptual tasks.

Authors:  Don van Ravenzwaaij; Wouter Boekel; Birte U Forstmann; Roger Ratcliff; Eric-Jan Wagenmakers
Journal:  J Exp Psychol Gen       Date:  2014-06-16

Review 9.  Diffusion Decision Model: Current Issues and History.

Authors:  Roger Ratcliff; Philip L Smith; Scott D Brown; Gail McKoon
Journal:  Trends Cogn Sci       Date:  2016-03-05       Impact factor: 20.229

10.  Individual Differences and Fitting Methods for the Two-Choice Diffusion Model of Decision Making.

Authors:  Roger Ratcliff; Russ Childers
Journal:  Decision (Wash D C )       Date:  2015
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