Increased intra-individual reaction time variability in attention-deficit/hyperactivity disorder across response inhibition tasks with different cognitive demands

Rebecca G. Vaurio, Daniel J. Simmonds, Stewart H Mostofsky

Research output: Contribution to journalArticle

Abstract

One of the most consistent findings in children with ADHD is increased moment-to-moment variability in reaction time (RT). The source of increased RT variability can be examined using ex-Gaussian analyses that divide variability into normal and exponential components and Fast Fourier transform (FFT) that allow for detailed examination of the frequency of responses in the exponential distribution. Prior studies of ADHD using these methods have produced variable results, potentially related to differences in task demand. The present study sought to examine the profile of RT variability in ADHD using two Go/No-go tasks with differing levels of cognitive demand. A total of 140 children (57 with ADHD and 83 typically developing controls), ages 8-13 years, completed both a "simple" Go/No-go task and a more "complex" Go/No-go task with increased working memory load. Repeated measures ANOVA of ex-Gaussian functions revealed for both tasks children with ADHD demonstrated increased variability in both the normal/Gaussian (significantly elevated sigma) and the exponential (significantly elevated tau) components. In contrast, FFT analysis of the exponential component revealed a significant task × diagnosis interaction, such that infrequent slow responses in ADHD differed depending on task demand (i.e., for the simple task, increased power in the 0.027-0.074 Hz frequency band; for the complex task, decreased power in the 0.074-0.202 Hz band). The ex-Gaussian findings revealing increased variability in both the normal (sigma) and exponential (tau) components for the ADHD group, suggest that both impaired response preparation and infrequent "lapses in attention" contribute to increased variability in ADHD. FFT analyses reveal that the periodicity of intermittent lapses of attention in ADHD varies with task demand. The findings provide further support for intra-individual variability as a candidate intermediate endophenotype of ADHD.

Original languageEnglish (US)
Pages (from-to)2389-2396
Number of pages8
JournalNeuropsychologia
Volume47
Issue number12
DOIs
StatePublished - Oct 2009

Fingerprint

Fourier Analysis
Attention Deficit Disorder with Hyperactivity
Reaction Time
Endophenotypes
Periodicity
Short-Term Memory
Analysis of Variance
Inhibition (Psychology)
Power (Psychology)

Keywords

  • "pre-SMA"
  • Ex-Gaussian
  • Fast Fourier transform
  • Response inhibition
  • Response preparation
  • Response selection
  • Supplementary motor area

ASJC Scopus subject areas

  • Behavioral Neuroscience
  • Cognitive Neuroscience
  • Experimental and Cognitive Psychology

Cite this

Increased intra-individual reaction time variability in attention-deficit/hyperactivity disorder across response inhibition tasks with different cognitive demands. / Vaurio, Rebecca G.; Simmonds, Daniel J.; Mostofsky, Stewart H.

In: Neuropsychologia, Vol. 47, No. 12, 10.2009, p. 2389-2396.

Research output: Contribution to journalArticle

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