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Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis.

Publication ,  Journal Article
Kollins, SH; McClernon, FJ; Epstein, JN
Published in: Drug Alcohol Depend
February 1, 2009

Smoking abstinence differentially affects cognitive functioning in smokers with ADHD, compared to non-ADHD smokers. Alternative approaches for analyzing reaction time data from these tasks may further elucidate important group differences. Adults smoking > or = 15 cigarettes with (n=12) or without (n=14) a diagnosis of ADHD completed a continuous performance task (CPT) during two sessions under two separate laboratory conditions--a 'Satiated' condition wherein participants smoked up to and during the session; and an 'Abstinent' condition, in which participants were abstinent overnight and during the session. Reaction time (RT) distributions from the CPT were modeled to fit an ex-Gaussian distribution. The indicator of central tendency for RT from the normal component of the RT distribution (mu) showed a main effect of Group (ADHD < Control) and a Group x Session interaction (ADHD group RTs decreased when abstinent). RT standard deviation for the normal component of the distribution (sigma) showed no effects. The ex-Gaussian parameter tau, which describes the mean and standard deviation of the non-normal component of the distribution, showed significant effects of session (Abstinent > Satiated), Group x Session interaction (ADHD increased significantly under Abstinent condition compared to Control), and a trend toward a main effect of Group (ADHD > Control). Alternative approaches to analyzing RT data provide a more detailed description of the effects of smoking abstinence in ADHD and non-ADHD smokers and results differ from analyses using more traditional approaches. These findings have implications for understanding the neuropsychopharmacology of nicotine and nicotine withdrawal.

Duke Scholars

Published In

Drug Alcohol Depend

DOI

EISSN

1879-0046

Publication Date

February 1, 2009

Volume

100

Issue

1-2

Start / End Page

169 / 172

Location

Ireland

Related Subject Headings

  • Substance Withdrawal Syndrome
  • Substance Abuse
  • Smoking Cessation
  • Smoking
  • Reaction Time
  • Psychomotor Performance
  • Photic Stimulation
  • Normal Distribution
  • Humans
  • Attention Deficit Disorder with Hyperactivity
 

Citation

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Kollins, S. H., McClernon, F. J., & Epstein, J. N. (2009). Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis. Drug Alcohol Depend, 100(1–2), 169–172. https://doi.org/10.1016/j.drugalcdep.2008.09.019
Kollins, Scott H., F Joseph McClernon, and Jeff N. Epstein. “Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis.Drug Alcohol Depend 100, no. 1–2 (February 1, 2009): 169–72. https://doi.org/10.1016/j.drugalcdep.2008.09.019.
Kollins SH, McClernon FJ, Epstein JN. Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis. Drug Alcohol Depend. 2009 Feb 1;100(1–2):169–72.
Kollins, Scott H., et al. “Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis.Drug Alcohol Depend, vol. 100, no. 1–2, Feb. 2009, pp. 169–72. Pubmed, doi:10.1016/j.drugalcdep.2008.09.019.
Kollins SH, McClernon FJ, Epstein JN. Effects of smoking abstinence on reaction time variability in smokers with and without ADHD: an ex-Gaussian analysis. Drug Alcohol Depend. 2009 Feb 1;100(1–2):169–172.
Journal cover image

Published In

Drug Alcohol Depend

DOI

EISSN

1879-0046

Publication Date

February 1, 2009

Volume

100

Issue

1-2

Start / End Page

169 / 172

Location

Ireland

Related Subject Headings

  • Substance Withdrawal Syndrome
  • Substance Abuse
  • Smoking Cessation
  • Smoking
  • Reaction Time
  • Psychomotor Performance
  • Photic Stimulation
  • Normal Distribution
  • Humans
  • Attention Deficit Disorder with Hyperactivity