Skip to main content
Log in

Are executive function and impulsivity antipodes? A conceptual reconstruction with special reference to addiction

  • Review
  • Published:
Psychopharmacology Aims and scope Submit manuscript

Abstract

Rationale

Although there is considerable interest in how either executive function (EF) or impulsivity relate to addiction, there is little apparent overlap between these research areas.

Objectives

The present paper aims to determine if components of these two constructs are conceptual antipodes—widely separated on a shared continuum.

Methods

EFs and impulsivities were compared and contrasted. Specifically, the definitions of the components of EF and impulsivity, the methods used to measure the various components, the populations of drug users that show deficits in these components, and the neural substrates of these components were compared and contrasted.

Results

Each component of impulsivity had an antipode in EF. EF, however, covered a wider range of phenomena, including compulsivity.

Conclusions

Impulsivity functions as an antipode of certain components of EF. Recognition of the relationship between EF and impulsivity may inform the scientific inquiry of behavioral problems such as addiction. Other theoretical implications are discussed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. When describing other researchers’ findings, we have made an effort to retain language consistent with that used in the original report.

References

  • Aharonovich E, Hasin DS, Brooks AC, Liu X, Bisaga A, Nunes EV (2006) Cognitive deficits predict low treatment retention in cocaine dependent patients. Drug Alcohol Depend 81:313–322

    Article  PubMed  Google Scholar 

  • Alexander GE, Crutcher MD (1990) Functional architecture of basal ganglia circuits: neural substrates of parallel processing. Trends Neurosci 13:266–271

    Article  PubMed  CAS  Google Scholar 

  • Alterman AI, Tarter RE, Petrarulo EW, Baughman TG (1984) Evidence for impersistence in young male alcoholics. Alcohol Clin Exp Res 8:448–450

    Article  PubMed  CAS  Google Scholar 

  • Aron A, Robbins T, Poldrack R (2004) Inhibition and the right inferior frontal cortex. Trends Cogn Sci 8:170–177

    Article  PubMed  Google Scholar 

  • Baddeley A (2003) Working memory: looking back and looking forward. Nat Rev Neurosci 4:829–839

    Article  PubMed  CAS  Google Scholar 

  • Baker F, Johnson MW, Bickel WK (2003) Delay discounting in current and never-before cigarette smokers: similarities and differences across commodity, sign, and magnitude. J Abnorm Psychol 112:382–392

    Article  PubMed  Google Scholar 

  • Barkley RA (1997) Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychol Bull 121:65–94

    Article  PubMed  CAS  Google Scholar 

  • Barkley RA (2004) Adolescents with attention-deficit/hyperactivity disorder: an overview of empirically based treatments. J Psychiatr Pract 10:39–56

    Article  PubMed  Google Scholar 

  • Barkley RA, Edwards G, Laneri M, Fletcher K, Metevia L (2001) Executive functioning, temporal discounting, and sense of time in adolescents with attention deficit hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD). J Abnorm Child Psychol 29:541–556

    Article  PubMed  CAS  Google Scholar 

  • Bates ME, Pawlak AP, Tonigan JS, Buckman JF (2006) Cognitive impairment influences drinking outcome by altering therapeutic mechanisms of change. Psychol Addict Behav 20:241–253

    Article  PubMed  Google Scholar 

  • Beatty WW, Katzung VM, Moreland VJ, Nixon SJ (1995) Neuropsychological performance of recently abstinent alcoholics and cocaine abusers. Drug Alcohol Depend 37:247–253

    Article  PubMed  CAS  Google Scholar 

  • Bechara A (2004) Disturbances of emotion regulation after focal brain lesions. Int Rev Neurobiol 62:159–193

    Article  PubMed  Google Scholar 

  • Bechara A (2005) Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective. Nat Neurosci 8:1458–1463

    Article  PubMed  CAS  Google Scholar 

  • Bechara A, Damasio AR (2005) The somatic marker hypothesis: a neural theory of economic decision. Games Econ Behav 52:336–372

    Article  Google Scholar 

  • Bechara A, Damasio AR, Damasio H, Anderson SW (1994) Insensitivity to future consequences following damage to human prefrontal cortex. Cognition 50:7–15

    Article  PubMed  CAS  Google Scholar 

  • Bechara A, Tranel D, Damasio H, Damasio AR (1996) Failure to respond autonomically to anticipated future outcomes following damage to prefrontal cortex. Cereb Cortex 6:215–225

    Article  PubMed  CAS  Google Scholar 

  • Bechara A, Damasio H, Tranel D, Damasio AR (1997) Deciding advantageously before knowing the advantageous strategy. Science 275:1293–1295

    Article  PubMed  CAS  Google Scholar 

  • Bechara A, Dolan S, Denburg N, Hindes A, Anderson SW, Nathan PE (2001) Decision-making deficits, linked to a dysfunctional ventromedial prefrontal cortex, revealed in alcohol and stimulant abusers. Neuropsychologia 39:376–389

    Article  PubMed  CAS  Google Scholar 

  • Bechara A, Damasio H, Damasio AR (2003) Role of the amygdala in decision-making. Ann N Y Acad Sci 985:356–369

    Article  PubMed  Google Scholar 

  • Beebe DW, Ris MD, Brown TM, Dietrich KN (2004) Executive functioning and memory for the Rey–Osterreith complex figure task among community adolescents. Appl Neuropsychol 11:91–98

    Article  PubMed  Google Scholar 

  • Bennett CL, Petros TV, Johnson M, Ferraro FR (2008) Individual differences in the influence of time of day on executive functions. Am J Psychol 121:349–361

    Article  PubMed  Google Scholar 

  • Berry J, van Gorp WG, Herzberg DS, Hinkin C, Boone K, Steinman L, Wilkins JN (1993) Neuropsychological deficits in abstinent cocaine abusers: preliminary findings after 2 weeks of abstinence. Drug Alcohol Depend 32:231–237

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Madden GJ (1999) A comparison of measures of relative reinforcing efficacy and behavioral economics: cigarettes and money in smokers. Behav Pharmacol 10:627–637

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Marsch LA (2001) Toward a behavioral economic understanding of drug dependence: delay discounting processes. Addiction 96:73–86

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Mueller ET (2009) Toward the study of trans-disease processes: a novel approach with special reference to the study of co-morbidity. J Dual Diag 5:131–138

    Article  Google Scholar 

  • Bickel WK, Yi R (2008) Temporal discounting as a measure of executive function: insights from the competing neuro-behavioral decision system hypothesis of addiction. In: Houser D, McCabe K (eds) Neuroeconomics: advances in health services research. Emerald Group, Bingley, pp 289–309

    Google Scholar 

  • Bickel WK, Odum AL, Madden GJ (1999) Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers. Psychopharmacology (Berl) 146:447–454

    Article  CAS  Google Scholar 

  • Bickel WK, Miller ML, Yi R, Kowal BP, Lindquist DM, Pitcock JA (2007) Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes. Drug Alcohol Depend 90S:S85–S91

    Article  Google Scholar 

  • Bickel WK, Pitcock JA, Yi R, Angtuaco EJC (2009) Congruence of BOLD response across intertemporal choice conditions: fictive and real money gains and losses. J Neurosci 29:8839–8846

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Yi R, Landes RD, Hill PF, Baxter C (2011a) Remember the future: working memory training decreases delay discounting among stimulant addicts. Biol Psychiatry 69:260–265

    Article  PubMed  Google Scholar 

  • Bickel WK, Jarmolowicz DP, Mueller ET, Gatchalian KM (2011b) The behavioral economics and neuroeconomics of reinforcer pathologies: implications for etiology and treatment of addiction. Curr Psychiatry Rep 13(5):406–415

    Article  PubMed  Google Scholar 

  • Bickel WK, Jarmolowicz DP, MacKillop J, Epstein LH, Carr K, Mueller ET, Waltz T (2012a) The behavioral economics of reinforcement pathologies. In: Shaffer HJ (ed) Addiction syndrome handbook. American Psychological Association, Washington

    Google Scholar 

  • Bickel WK, Jarmolowicz DP, Mueller ET, Koffarnus MN, Gatchalian KM (2012b) Excessive discounting of delayed reinforcers as a trans-disease process contributing to addiction and other disease-related vulnerabilities: Emerging evidence. Pharmacol Ther. doi:10.1016/j.pharmthera.2012.02.004

  • Bickel WK, Mueller ET, Jarmolowicz DP (2012c) What is addiction? In: McCrady B, Epstein E (eds) Addictions: a comprehensive guidebook, 2nd edn. Oxford University Press, New York

    Google Scholar 

  • Bledowski C, Kaiser J, Rahm B (2010) Basic operations in working memory: contributions from functional imaging studies. Behav Brain Res 214:172–179

    Article  PubMed  Google Scholar 

  • Block RI, Ghoneim MM (1993) Effects of chronic marijuana use on human cognition. Psychopharmacology (Berl) 110:219–228

    Article  CAS  Google Scholar 

  • Boggio PS, Campanha C, Valasek CA, Fecteau S, Pascual-Leone A, Fregni F (2010) Modulation of decision-making in a gambling task in older adults with transcranial direct current stimulation. Eur J Neurosci 31:593–597

    Article  PubMed  Google Scholar 

  • Bolla KI, Rothman R, Cadet JL (1999) Dose-related neurobehavioral effects of chronic cocaine use. J Neuropsychiatry Clin Neurosci 11:361–369

    PubMed  CAS  Google Scholar 

  • Bolla KI, Brown K, Eldreth D, Tate K, Cadet JL (2002) Dose-related neurocognitive effects of marijuana use. Neurology 59:1337–1343

    PubMed  CAS  Google Scholar 

  • Brewer JA, Potenza MN (2008) The neurobiology and genetics of impulse control disorders: relationships to drug addictions. Biochem Pharmacol 75:63–75

    Article  PubMed  CAS  Google Scholar 

  • Brewer VR, Fletcher JM, Hiscock M, Davidson KC (2001) Attention processes in children with shunted hydrocephalus versus attention deficit-hyperactivity disorder. Neuropsychology 15:185–198

    Article  PubMed  CAS  Google Scholar 

  • Butler GK, Montgomery AM (2004) Impulsivity, risk taking and recreational ‘ecstasy’ (MDMA) use. Drug Alcohol Depend 76:55–62

    Article  PubMed  CAS  Google Scholar 

  • Cabeza R, Nyberg L (2000) Imaging cognition II: an empirical review of 275 PET and fMRI studies. J Cogn Neurosci 12:1–47

    Article  PubMed  CAS  Google Scholar 

  • Cai W, Leung HC (2011) Rule-guided executive control of response inhibition: functional topography of the inferior frontal cortex. PLoS One 6:e20840

    Article  PubMed  CAS  Google Scholar 

  • Cao Q, Zang Y, Zhu C, Cao X, Sun L, Zhou X, Wang Y (2008) Alerting deficits in children with attention deficit/hyperactivity disorder: event-related fMRI evidence. Brain Res 1219:159–168

    Article  PubMed  CAS  Google Scholar 

  • Chambers RA, Taylor JR, Potenza MN (2003) Developmental neurocircuitry of motivation in adolescence: a critical period of addiction vulnerability. Am J Psychiatry 160:1041–1052

    Article  PubMed  Google Scholar 

  • Chevalier H, Metz-Lutz MN, Segalowitz SJ (2000) Impulsivity and control of inhibition in benign focal childhood epilepsy (BFCE). Brain Cogn 43:86–90

    PubMed  CAS  Google Scholar 

  • Cho SS, Ko JH, Pellecchia G, Van Eimeren T, Cilia R, Strafella AP (2010) Continuous theta burst stimulation of right dorsolateral prefrontal cortex induces changes in impulsivity level. Brain Stimul 3:170–176

    Article  PubMed  Google Scholar 

  • Clark L, Robbins TW, Ersche KD, Sahakian BJ (2006) Reflection impulsivity in current and former substance users. Biol Psychiatry 60:515–522

    Article  PubMed  CAS  Google Scholar 

  • Clark US, Oscar-Berman M, Shagrin B, Pencina M (2007) Alcoholism and judgments of affective stimuli. Neuropsychology 21:346–362

    Article  PubMed  Google Scholar 

  • Clark L, Roiser JP, Robbins TW, Sahakian BJ (2009) Disrupted ‘reflection’ impulsivity in cannabis users but not current or former ecstasy users. J Psychopharmacol 23:14–22

    Article  PubMed  CAS  Google Scholar 

  • Cloninger CR (1987) A systematic method for clinical description and classification of personality variants. A proposal. Arch Gen Psychiatry 44:573–588

    Article  PubMed  CAS  Google Scholar 

  • Coffey SF, Gudleski GD, Saladin ME, Brady KT (2003) Impulsivity and rapid discounting of delayed hypothetical rewards in cocaine-dependent individuals. Exp Clin Psychopharmacol 11:18–25

    Article  PubMed  Google Scholar 

  • Cohen LJ, Nesci C, Steinfeld M, Haeri S, Galynker I (2010) Investigating the relationship between sexual and chemical addictions by comparing executive function in subjects with pedophilia or opiate addiction and healthy controls. J Psychiatr Pract 16:405–412

    Article  PubMed  Google Scholar 

  • Colzato LS, van den Wildenberg WP, Hommel B (2007) Impaired inhibitory control in recreational cocaine users. PLoS One 2:e1143

    Article  PubMed  CAS  Google Scholar 

  • Conners C (2000) Conners’ continuous performance test II: computer program for windows technical guide and software manual. Multi-Health Systems, North Tonawanda

    Google Scholar 

  • Corbett B, Glidden H (2000) Processing affective stimuli in children with attention-deficit hyperactivity disorder. Child Neuropsychol 6:144–155

    PubMed  CAS  Google Scholar 

  • Corr PJ (2004) Reinforcement sensitivity theory and personality. Neurosci Biobehav Rev 28:317–332

    Article  PubMed  Google Scholar 

  • Craig AD (2009) How do you feel now? The anterior insula and human awareness. Nat Rev Neurosci 10:59–70

    Article  PubMed  CAS  Google Scholar 

  • Crews FT, Boettiger CA (2009) Impulsivity, frontal lobes and risk for addiction. Pharmacol Biochem Behav 93:237–247

    Article  PubMed  CAS  Google Scholar 

  • Crone EA, Somsen RJ, Van Beek B, Van Der Molen MW (2004) Heart rate and skin conductance analysis of antecendents and consequences of decision making. Psychophysiology 41:531–540

    Article  PubMed  Google Scholar 

  • Cserjesi R, Luminet O, Poncelet AS, Lenard L (2009) Altered executive function in obesity. Exploration of the role of affective states on cognitive abilities. Appetite 52:535–539

    Article  PubMed  Google Scholar 

  • Dalley JW, Everitt BJ, Robbins TW (2011) Impulsivity, compulsivity, and top-down cognitive control. Neuron 69:680–694

    Article  PubMed  CAS  Google Scholar 

  • Davis C, Patte K, Curtis C, Reid C (2010) Immediate pleasures and future consequences. A neuropsychological study of binge eating and obesity. Appetite 54:208–213

    Article  PubMed  Google Scholar 

  • Davydov DM, Polunina AG (2004) Heroin abusers' performance on the Tower of London test relates to the baseline EEG alpha2 mean frequency shifts. Prog Neuropsychopharmacol Biol Psychiatry 28:1143–1152

    Article  PubMed  Google Scholar 

  • Dawe S, Loxton N (2004) The role of impulsivity in the development of substance use and eating disorders. Neurosci Biobehav Rev 28:343–351

    Article  PubMed  Google Scholar 

  • de Fockert JW, Rees G, Frith CD, Lavie N (2001) The role of working memory in visual selective attention. Science 291:1803–1806

    Article  PubMed  Google Scholar 

  • de Ruiter M, Veltman D, Goudriaan A, Oosterlaan J, Sjoerds Z, van den Brink W (2009) Response perseveration and ventral prefrontal sensitivity to reward and punishment in male problem gamblers and smokers. Neuropsychopharmacology 34:1027–1038

    Article  PubMed  Google Scholar 

  • de Wit H (2009) Impulsivity as a determinant and consequence of drug use: a review of underlying processes. Addict Biol 14:22–31

    Article  PubMed  Google Scholar 

  • Denckla MB (1994) Measurement of executive function. In: Lyon GR (ed) Frames of reference for the assessment of learning disabilities: new views on measurement issues. Paul H. Brookes, Baltimore, pp 117–142

    Google Scholar 

  • Dennett D (1995) Darwin’s dangerous idea: evolution and the meanings of life. Simon & Schuster, New York

    Google Scholar 

  • Di Sclafani V, Tolou-Shams M, Price LJ, Fein G (2002) Neuropsychological performance of individuals dependent on crack-cocaine, or crack-cocaine and alcohol, at 6 weeks and 6 months of abstinence. Drug Alcohol Depend 66:161–171

    Article  PubMed  Google Scholar 

  • Dickman SJ (1990) Functional and dysfunctional impulsivity: personality and cognitive correlates. J Pers Soc Psychol 58:95–102

    Article  PubMed  CAS  Google Scholar 

  • Diekhof E, Gruber O (2010) When desire collides with reason: functional interactions between anteroventral prefrontal cortex and nucleus accumbens underlie the human ability to resist impulsive desires. J Neurosci 30:1488–1493

    Article  PubMed  CAS  Google Scholar 

  • Dixon L (1999) Dual diagnosis of substance abuse in schizophrenia: prevalence and impact on outcomes. Schizophr Res 35(Suppl):S93–S100

    Article  PubMed  Google Scholar 

  • Dixon MR, Marley J, Jacobs EA (2003) Delay discounting by pathological gamblers. J Appl Behav Anal 36:449–458

    Article  PubMed  Google Scholar 

  • Dockery CA, Hueckel-Weng R, Birbaumer N, Plewnia C (2009) Enhancement of planning ability by transcranial direct current stimulation. J Neurosci 29:7271–7277

    Article  PubMed  CAS  Google Scholar 

  • Durana J, Barnes P (1993) A neurodevelopmental view of impulsivity and its relationship to the superfactors of personality. In: McCown W, Johnson J, Shure M (eds) The impulsive client; theory, research and treatment. American Psychological Association, Washington

    Google Scholar 

  • Ersche KD, Clark L, London M, Robbins TW, Sahakian BJ (2006) Profile of executive and memory function associated with amphetamine and opiate dependence. Neuropsychopharmacology 31:1036

    Article  PubMed  CAS  Google Scholar 

  • Ersche KD, Roiser JP, Robbins TW, Sahakian BJ (2008) Chronic cocaine but not chronic amphetamine use is associated with perseverative responding in humans. Psychopharmacology (Berl) 197:421–431

    Article  CAS  Google Scholar 

  • Evenden JL (1999) Varieties of impulsivity. Psychopharmacology (Berl) 146:348–361

    Article  CAS  Google Scholar 

  • Eysenck HJ, Eysenck SBG (1991) Manual of the Eysenck personality scales. Hodder & Stoughton, London

    Google Scholar 

  • Eysenck SBG, Pearson PR, Easting G, Allsopp JF (1985) Age norms for impulsiveness, venturesomeness and empathy in adults. Pers Indiv Differ 6:613–619

    Article  Google Scholar 

  • Fein G, Klein L, Finn P (2004) Impairment on a simulated gambling task in long-term abstinent alcoholics. Alcohol Clin Exp Res 28:1487–1491

    Article  PubMed  CAS  Google Scholar 

  • Fellows LK (2007) The role of orbitofrontal cortex in decision making: a component process account. Ann N Y Acad Sci 1121:421–430

    Article  PubMed  Google Scholar 

  • Fellows LK, Farah MJ (2005) Different underlying impairments in decision-making following ventromedial and dorsolateral frontal lobe damage in humans. Cereb Cortex 15:58–63

    Article  PubMed  Google Scholar 

  • Fernandez-Serrano MJ, Perez-Garcia M, Schmidt Rio-Valle J, Verdejo-Garcia A (2010) Neuropsychological consequences of alcohol and drug abuse on different components of executive functions. J Psychopharmacol 24:1317–1332

    Article  PubMed  Google Scholar 

  • Figner B, Knoch D, Johnson EJ, Krosch AR, Lisanby SH, Fehr E, Weber EU (2010) Lateral prefrontal cortex and self-control in intertemporal choice. Nat Neurosci 13:538–539

    Article  PubMed  CAS  Google Scholar 

  • Fillmore MT, Rush CR (2002) Impaired inhibitory control of behavior in chronic cocaine users. Drug Alcohol Depend 66:265–273

    Article  PubMed  Google Scholar 

  • Fillmore MT, Rush CR (2006) Polydrug abusers display impaired discrimination-reversal learning in a model of behavioural control. J Psychopharmacol 20:24–32

    Article  PubMed  Google Scholar 

  • Fine JG, Semrud-Clikeman M, Butcher B, Walkowiak J (2008) Brief report: attention effect on a measure of social perception. J Autism Dev Disord 38:1797–1802

    Article  PubMed  Google Scholar 

  • Fineberg NA, Potenza MN, Chamberlain SR, Berlin HA, Menzies L, Bechara A, Sahakian BJ, Robbins TW, Bullmore ET, Hollander E (2010) Probing compulsive and impulsive behaviors, from animal models to endophenotypes: a narrative review. Neuropsychopharmacology 35:591–604

    Article  PubMed  Google Scholar 

  • Finn PR, Hall J (2004) Cognitive ability and risk for alcoholism: short-term memory capacity and intelligence moderate personality risk for alcohol problems. J Abnorm Psychol 113:569–581

    Article  PubMed  Google Scholar 

  • Foisy ML, Kornreich C, Fobe A, D'Hondt L, Pelc I, Hanak C, Verbanck P, Philippot P (2007) Impaired emotional facial expression recognition in alcohol dependence: do these deficits persist with midterm abstinence? Alcohol Clin Exp Res 31:404–410

    Article  PubMed  Google Scholar 

  • Forbush KT, Shaw M, Graeber MA, Hovick L, Meyer VJ, Moser DJ, Bayless J, Watson D, Black DW (2008) Neuropsychological characteristics and personality traits in pathological gambling. CNS Spectr 13:306–315

    PubMed  Google Scholar 

  • Franken I, van Strien J, Nijs I, Muris P (2008) Impulsivity is associated with behavioral decision-making deficits. Psychiatry Res 158:155–163

    Article  PubMed  Google Scholar 

  • Fuentes D, Tavares H, Artes R, Gorenstein C (2006) Self-reported and neuropsychological measures of impulsivity in pathological gambling. J Int Neuropsychol Soc 12:907–912

    Article  PubMed  Google Scholar 

  • Fukui H, Murai T, Fukuyama H, Hayashi T, Hanakawa T (2005) Functional activity related to risk anticipation during performance of the Iowa Gambling Task. Neuroimage 24:253–259

    Article  PubMed  Google Scholar 

  • Garavan H, Hester R (2007) The role of cognitive control in cocaine dependence. Neuropsychol Rev 17:337–345

    Article  PubMed  Google Scholar 

  • George O, Koob GF (2010) Individual differences in prefrontal cortex function and the transition from drug use to drug dependence. Neurosci Biobehav Rev 35:232–247

    Article  PubMed  Google Scholar 

  • Germine L, Garrido L, Bruce L, Hooker C (2011) Social anhedonia is associated with neural abnormalities during face emotion processing. Neuroimage 58(3):935–945

    Article  PubMed  Google Scholar 

  • Giancola PR, Zeichner A, Yarnell JE, Dickson KE (1996) Relation between executive cognitive functioning and the adverse consequences of alcohol use in social drinkers. Alcohol Clin Exp Res 20:1094–1098

    Article  PubMed  CAS  Google Scholar 

  • Glahn DC, Kim J, Cohen MS, Poutanen VP, Therman S, Bava S, Van Erp TG, Manninen M, Huttunen M, Lonnqvist J, Standertskjold-Nordenstam CG, Cannon TD (2002) Maintenance and manipulation in spatial working memory: dissociations in the prefrontal cortex. Neuroimage 17:201–213

    Article  PubMed  CAS  Google Scholar 

  • Gleick J (2011) The information: a history, a theory, a flood. Pantheon Books, New York

    Google Scholar 

  • Goldstein RZ, Volkow ND (2002) Drug addiction and its underlying neurobiological basis: neuroimaging evidence for the involvement of the frontal cortex. Am J Psychiatry 159:1642–1652

    Article  PubMed  Google Scholar 

  • Goldstein RZ, Craig AD, Bechara A, Garavan H, Childress AR, Paulus MP, Volkow ND (2009) The neurocircuitry of impaired insight in drug addiction. Trends Cogn Sci 13:372–380

    Article  PubMed  Google Scholar 

  • Gonzalez R, Rippeth JD, Carey CL, Heaton RK, Moore DJ, Schweinsburg BC, Cherner M, Grant I (2004) Neurocognitive performance of methamphetamine users discordant for history of marijuana exposure. Drug Alcohol Depend 76:181–190

    Article  PubMed  CAS  Google Scholar 

  • Goudriaan A, Oosterlaan J, de Beurs E, van den Brink W (2005) Decision making in pathological gambling: a comparison between pathological gamblers, alcohol dependents, persons with Tourette syndrome, and normal controls. Brain Res Cogn Brain Res 23:137–151

    Article  PubMed  Google Scholar 

  • Goudriaan AE, Oosterlaan J, de Beurs E, van den Brink W (2006a) Neurocognitive functions in pathological gambling: a comparison with alcohol dependence, Tourette syndrome and normal controls. Addiction 101:534–547

    Article  PubMed  Google Scholar 

  • Goudriaan AE, Oosterlaan J, de Beurs E, van den Brink W (2006b) Psychophysiological determinants and concomitants of deficient decision making in pathological gamblers. Drug Alcohol Depend 84:231–239

    Article  PubMed  Google Scholar 

  • Grant S, Contoreggi C, London ED (2000) Drug abusers show impaired performance in a laboratory test of decision making. Neuropsychologia 38:1180–1187

    Article  PubMed  CAS  Google Scholar 

  • Gullo M, Dawe S (2008) Impulsivity and adolescent substance use: rashly dismissed as “all-bad”? Neurosci Biobehav Rev 32:1507–1518

    Article  PubMed  Google Scholar 

  • Gunstad J, Paul RH, Cohen RA, Tate DF, Spitznagel MB, Gordon E (2007) Elevated body mass index is associated with executive dysfunction in otherwise healthy adults. Compr Psychiatry 48:57–61

    Article  PubMed  Google Scholar 

  • Gunther T, Konrad K, De Brito S, Herpertz-Dahlmann B, Vloet T (2011) Attention functions in children and adolescents with ADHD, depressive disorders, and the comorbid condition. Child Psychol Psychiatry 52:324–331

    Article  Google Scholar 

  • Haber SN, Fudge JL, McFarland NR (2000) Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum. J Neurosci 20:2369–2382

    PubMed  CAS  Google Scholar 

  • Hackman DA, Farah MJ (2009) Socioeconomic status and the developing brain. Trends Cogn Sci 13:65–73

    Article  PubMed  Google Scholar 

  • Hanna-Pladdy B (2007) Dysexecutive syndromes in neurologic disease. J Neurol Phys Ther 31:119–127

    PubMed  CAS  Google Scholar 

  • Hanson KL, Luciana M, Sullwold K (2008) Reward-related decision-making deficits and elevated impulsivity among MDMA and other drug users. Drug Alcohol Depend 96:99–110

    Article  PubMed  Google Scholar 

  • Hare TA, Camerer CF, Rangel A (2009) Self-control in decision-making involves modulation of the vmPFC valuation system. Science 324:646–648

    Article  PubMed  CAS  Google Scholar 

  • Harrison EL, Coppola S, McKee SA (2009) Nicotine deprivation and trait impulsivity affect smokers’ performance on cognitive tasks of inhibition and attention. Exp Clin Psychopharmacol 17:91–98

    Article  PubMed  CAS  Google Scholar 

  • Hartstra E, Oldenburg JF, Van Leijenhorst L, Rombouts SA, Crone EA (2010) Brain regions involved in the learning and application of reward rules in a two-deck gambling task. Neuropsychologia 48:1438–4146

    Article  PubMed  CAS  Google Scholar 

  • Harty SC, Whaley JE, Halperin JM, Ranaldi R (2011) Impulsive choice, as measured in a delay discounting paradigm, remains stable after chronic heroin administration. Pharmacol Biochem Behav 98:337–340

    Article  PubMed  CAS  Google Scholar 

  • Heffner JL, Johnson CS, Blom TJ, Anthenelli RM (2010) Relationship between cigarette smoking and childhood symptoms of inattention and hyperactivity/impulsivity in alcohol-dependent adults without attention-deficit hyperactivity disorder. Nicotine Tob Res 12:243–250

    Article  PubMed  CAS  Google Scholar 

  • Heil SH, Johnson MW, Higgins ST, Bickel WK (2006) Delay discounting in currently using and currently abstinent cocaine-dependent outpatients and non-drug-using matched controls. Addict Behav 31:1290–1294

    Article  PubMed  Google Scholar 

  • Hendrick OM, Luo X, Zhang S, Li CS (2011) Saliency processing and obesity: a preliminary imaging study of the stop signal task. Obesity (Silver Spring). doi:oby/oby.2011.180

  • Hester RK, Garavan H (2004) Executive dysfunction in cocaine addiction: evidence for discordant frontal, cingulated, and cerebellar activity. J Neurosci 24:11017–11022

    Article  PubMed  CAS  Google Scholar 

  • Hester RK, Miller JH (2006) Computer-based tools for diagnosis and treatment of alcohol problems. Alcohol Res Health 29:36–40

    PubMed  Google Scholar 

  • Hester RK, Dixon V, Garavan H (2006) A consistent attentional bias for drug-related material in active cocaine users across word and picture versions of the emotional Stroop task. Drug Alcohol Depend 81:251–257

    Article  PubMed  CAS  Google Scholar 

  • Hester R, Nestor L, Garavan H (2009) Impaired error awareness and anterior cingulate cortex hypoactivity in chronic cannabis users. Neuropsychopharmacology 34:2450–2458

    Article  PubMed  Google Scholar 

  • Hester RK, Lubman DI, Yucel M (2010) The role of executive control in human drug addiction. Curr Top Behav Neurosci 3:301–318

    Article  PubMed  Google Scholar 

  • Hinson JM, Jameson TL, Whitney P (2003) Impulsive decision making and working memory. J Exp Psychol Learn Mem Cogn 29:298–306

    Article  PubMed  Google Scholar 

  • Hinvest NS, Elliott R, McKie S, Anderson IM (2011) Neural correlates of choice behavior related to impulsivity and venturesomeness. Neuropsychologia 49:2311–2320

    Article  PubMed  Google Scholar 

  • Hoff AL, Riordan H, Morris L, Cestaro V, Wieneke M, Alpert R, Wang GJ, Volkow N (1996) Effects of crack cocaine on neurocognitive function. Psychiatry Res 60:167–176

    Article  PubMed  CAS  Google Scholar 

  • Horstmann A, Busse FP, Mathar D, Muller K, Lepsien J, Schlogl H, Kabisch S, Kratzsch J, Neumann J, Stumvoll M, Villringer A, Pleger B (2011) Obesity-related differences between women and men in brain structure and goal-directed behavior. Front Hum Neurosci 5:58

    Article  PubMed  Google Scholar 

  • Iwanami A, Kanamori R, Suga I, Kaneko T, Kamijima K (1995) Reduced attention-related negative potentials in methamphetamine psychosis. J Nerv Ment Dis 183:693–697

    Article  PubMed  CAS  Google Scholar 

  • Jentsch JD, Taylor JR (1999) Impulsivity resulting from frontostriatal dysfunction in drug abuse: Implications for the control of behavior by reward-related stimuli. Psychopharmacology (Berl) 146:373–390

    Article  CAS  Google Scholar 

  • Johanson CE, Frey KA, Lundahl LH, Keenan P, Lockhart N, Roll J, Galloway GP, Koeppe RA, Kilbourn MR, Robbins T, Schuster CR (2006) Cognitive function and nigrostriatal markers in abstinent methamphetamine abusers. Psychopharmacology (Berl) 185:327–338

    Article  CAS  Google Scholar 

  • Johnson MW, Bickel WK, Baker F (2007) Moderate drug use and delay discounting: a comparison of heavy, light, and never smokers. Exp Clin Psychopharmacol 15:187–194

    Article  PubMed  Google Scholar 

  • Kable JW, Glimcher PW (2007) The neural correlates of subjective value during intertemporal choice. Nat Neurosci 10:1625–1633

    Article  PubMed  CAS  Google Scholar 

  • Kable JW, Glimcher PW (2010) An “as soon as possible” effect in human intertemporal decision making: behavioral evidence and neural mechanisms. J Neurophysiol 103:2513–2531

    Article  PubMed  Google Scholar 

  • Kalapatapu RK, Vadhan NP, Rubin E, Bedi G, Cheng WY, Sullivan MA, Foltin RW (2011) A pilot study of neurocognitive function in older and younger cocaine abusers and controls. Am J Addict 20:228–239

    Article  PubMed  Google Scholar 

  • Kaufman JN, Ross TJ, Stein EA, Garavan H (2003) Cingulate hypoactivity in cocaine users during a GO-NOGO task as revealed by event-related functional magnetic resonance imaging. J Neurosci 23:7839–7843

    PubMed  CAS  Google Scholar 

  • Kertzman S, Lowengrub K, Aizer A, Vainder M, Kotler M, Dannon PN (2008) Go–no-go performance in pathological gamblers. Psychiatry Res 161:1–10

    Article  PubMed  Google Scholar 

  • Kirby KN, Marakovic NN (1996) Delay-discounting probabilistic rewards: rates decrease as amounts increase. Psychon Bull Rev 33:100–104

    Article  Google Scholar 

  • Kirby KN, Petry NM, Bickel WK (1999) Heroin addicts have higher discount rates for delayed rewards than non-drug using controls. J Exp Psychol Gen 128:78–87

    Article  PubMed  CAS  Google Scholar 

  • Klingberg T, Forssberg H, Westerberg H (2002) Training of working memory in children with ADHD. J Clin Exp Neuropsychol 24:781–791

    Article  PubMed  Google Scholar 

  • Kodituwakku P, May P, Clericuzio C, Weers D (2001) Emotion-related learning in individuals prenatally exposed to alcohol: an investigation of the relation between set shifting, extinction of responses, and behavior. Neuropsychologia 39:699–708

    Article  PubMed  CAS  Google Scholar 

  • Konrad K, Neufang S, Fink GR, Herpertz-Dahlmann B (2007) Long-term effects of methylphenidate on neural networks associated with executive attention in children with ADHD: results from a longitudinal functional MRI study. J Am Acad Child Adolesc Psychiatry 46:1633–1641

    Article  PubMed  Google Scholar 

  • Koob GF (2009) Neurobiological substrates for the dark side of compulsivity in addiction. Neuropharmacology 56(Suppl 1):18–31

    Article  PubMed  CAS  Google Scholar 

  • Kubler A, Murphy K, Garavan H (2005) Cocaine dependence and attention switching within and between verbal and visuospatial working memory. Eur J Neurosci 21:1984–1992

    Article  PubMed  CAS  Google Scholar 

  • Lakey CE, Goodie AS, Lance CE, Stinchfield R, Winters KC (2007) Examining DSM-IV criteria for pathological gambling: psychometric properties and evidence from cognitive biases. J Gambl Stud 23:479–498

    Article  PubMed  Google Scholar 

  • Lambert NM, Hartsough CS (1998) Prospective study of tobacco smoking and substance dependencies among samples of ADHD and non-ADHD participants. J Learn Disabil 31:533–544

    Article  PubMed  CAS  Google Scholar 

  • Lamm C, Zelazo PD, Lewis MD (2006) Neural correlates of cognitive control in childhood and adolescence: disentangling the contributions of age and executive function. Neuropsychologia 44:2139–2148

    Article  PubMed  Google Scholar 

  • Lane SD, Cherek DR, Tcheremissine OV, Steinberg JL, Sharon JL (2007) Response perseveration and adaptation in heavy marijuana-smoking adolescents. Addict Behav 32:977–990

    Article  PubMed  Google Scholar 

  • Laucht M, Hohm E, Esser G, Schmidt MH, Becker K (2007) Association between ADHD and smoking in adolescence: shared genetic, environmental and psychopathological factors. J Neural Transm 114:1097–1104

    Article  PubMed  CAS  Google Scholar 

  • Laughlin RE, Grant TL, Williams RW, Jentsch JD (2011) Genetic dissection of behavioral flexibility: reversal learning in mice. Biol Psychiatry 69:1109–1116

    Article  PubMed  CAS  Google Scholar 

  • Lawrence V, Houghton S, Douglas G, Durkin K, Whiting K, Tannock R (2004) Executive function and ADHD: a comparison of children's performance during neuropsychological testing and real-world activities. J Atten Disord 7:137–149

    Article  PubMed  Google Scholar 

  • Lawrence AJ, Luty J, Bogdan NA, Sahakian BJ, Clark L (2009) Impulsivity and response inhibition in alcohol dependence and problem gambling. Psychopharmacology (Berl) 207:163–172

    Article  CAS  Google Scholar 

  • Leiserson V, Pihl R (2007) Reward-sensitivity, inhibition of reward-seeking, and dorsolateral prefrontal working memory function in problem gamblers not in treatment. J Gambl Stud 23:435–455

    Article  PubMed  Google Scholar 

  • Leland DS, Paulus MP (2005) Increased risk-taking decision-making but not altered response to punishment in stimulant-using young adults. Drug Alcohol Depend 78:83–90

    Article  PubMed  Google Scholar 

  • Levine AJ, Hardy DJ, Miller E, Castellon SA, Longshore D, Hinkin CH (2006) The effect of recent stimulant use on sustained attention in HIV-infected adults. J Clin Exp Neuropsychol 28:29–42

    Article  PubMed  Google Scholar 

  • Lezak MD, Howieson DB, Loring DW (2004) Neuropsychological assessment. Oxford University, New York

    Google Scholar 

  • Li C-SR, Milivojevic V, Kemp K, Hong K, Sinha R (2006) Performance monitoring and stop signal inhibition in abstinent patients with cocaine dependence. Drug Alcohol Depend 85:205

    Article  PubMed  CAS  Google Scholar 

  • Loeber S, Kniest A, Diehl A, Mann K, Croissant B (2008) Neuropsychological functioning of opiate-dependent patients: a nonrandomized comparison of patients preferring either buprenorphine or methadone maintenance treatment. Am J Drug Alcohol Abuse 34:584–593

    Article  PubMed  Google Scholar 

  • Lokken KL, Boeka AG, Yellumahanthi K, Wesley M, Clements RH (2010) Cognitive performance of morbidly obese patients seeking bariatric surgery. Am Surg 76:55–59

    PubMed  Google Scholar 

  • Lundervold AJ, Adolfsdottir S, Halleland H, Halmoy A, Plessen KJ, Haavik J (2011) Attention Network Test in adults with ADHD—the impact of affective fluctuations. Behav Brain Funct 7:27

    Article  PubMed  Google Scholar 

  • Lundqvist T (1995) Specific thought patterns in chronic cannabis smokers observed during treatment. Life Sci 56:2141

    Article  PubMed  CAS  Google Scholar 

  • Lundqvist T (2005) Cognitive consequences of cannabis use: comparison with abuse of stimulants and heroin with regard to attention, memory and executive functions. Pharmacol Biochem Behav 81:319–330

    Article  PubMed  CAS  Google Scholar 

  • Luria AR (1966) Higher cortical functions in man. Basic Books, New York

    Google Scholar 

  • Luria AR (1973) The working brain. Penguin, England

    Google Scholar 

  • Maayan L, Hoogendoorn C, Sweat V, Convit A (2011) Disinhibited eating in obese adolescents is associated with orbitofrontal volume reductions and executive dysfunction. Obesity 19(7):1382–1387

    Article  PubMed  Google Scholar 

  • MacKillop J, Kahler CW (2009) Delayed reward discounting predicts treatment response for heavy drinkers receiving smoking cessation treatment. Drug Alcohol Depend 104:197–203

    Article  PubMed  Google Scholar 

  • Mackillop J, Anderson EJ, Castelda BA, Mattson RE, Donovick PJ (2006a) Convergent validity of measures of cognitive distortions, impulsivity, and time perspective with pathological gambling. Psychol Addict Behav 20:75–79

    Article  PubMed  Google Scholar 

  • MacKillop J, Anderson EJ, Castelda BA, Mattson RE, Donovick PJ (2006b) Divergent validity of measures of cognitive distortions, impulsivity, and time perspective in pathological gambling. J Gambl Stud 22:339–354

    Article  PubMed  Google Scholar 

  • Madden GJ, Bickel WK (2009) Impulsivity: the behavioral and neurological science of discounting. American Psychological Association, Washington

    Google Scholar 

  • Madden GJ, Petry NM, Badger GJ, Bickel WK (1997) Impulsive and self-control choices in opioid-dependent patients and non-drug-using control participants: Drug and monetary rewards. Exp Clin Psychopharmacol 5:256–262

    Article  PubMed  CAS  Google Scholar 

  • Malloy-Diniz L, Fuentes D, Leite W, Correa H, Bechara A (2007) Impulsive behavior in adults with attention deficit/hyperactivity disorder: characterization of attentional, motor and cognitive impulsiveness. Int Neurophychol Soc 13:693–698

    CAS  Google Scholar 

  • Mannuzza S, Klein RG, Bessler A, Malloy P, LaPadula M (1993) Adult outcome of hyperactive boys. Educational achievement, occupational rank, and psychiatric status. Arch Gen Psychiatry 50:565–576

    Article  PubMed  CAS  Google Scholar 

  • Marazziti D, Catena Dell'osso M, Conversano C, Consoli G, Vivarelli L, Mungai F, Di Nasso E, Golia F (2008) Executive function abnormalities in pathological gamblers. Clin Pract Epidemiol Ment Health 4:7

    Article  PubMed  Google Scholar 

  • Masunami T, Okazaki S, Maekawa H (2009) Decision-making patterns and sensitivity to reward and punishment in children with attention-deficit hyperactivity disorder. Int J Psychophysiol 72:283–288

    Article  PubMed  Google Scholar 

  • McAdams CJ, Maunsell JH (1999) Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J Neurosci 19:431–441

    PubMed  CAS  Google Scholar 

  • McCloskey M, Palmer AA, de Wit H (2010) Are attention lapses related to d-amphetamine liking? Psychopharmacology (Berl) 208:201–209

    Article  CAS  Google Scholar 

  • McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306:503–507

    Article  PubMed  CAS  Google Scholar 

  • McClure MM, Bowie CR, Patterson TL, Heaton RK, Weaver C, Anderson H, Harvey PD (2007a) Correlations of functional capacity and neuropsychological performance in older patients with schizophrenia: evidence for specificity of relationships? Schizophr Res 89:330–338

    Article  PubMed  Google Scholar 

  • McClure SM, Ericson KM, Laibson DI, Loewenstein G, Cohen JD (2007b) Time discounting for primary rewards. J Neurosci 27:5796–5804

    Article  PubMed  CAS  Google Scholar 

  • McInerney RJ, Kerns KA (2003) Time reproduction in children with ADHD: motivation matters. Child Neuropsychol 9:91–108

    PubMed  Google Scholar 

  • McInnes A, Humphries T, Hogg-Johnson S, Tannock R (2003) Listening comprehension and working memory are impaired in attention-deficit hyperactivity disorder irrespective of language impairment. J Abnorm Child Psychol 31:427–443

    Article  PubMed  Google Scholar 

  • McKetin R, Mattick RP (1997) Attention and memory in illicit amphetamine users. Drug Alcohol Depend 48:235–242

    Article  PubMed  CAS  Google Scholar 

  • Metcalfe J, Mischel W (1999) A hot/cold-system analysis of delay of gratification: dynamics of willpower. Psychol Rev 106:3–19

    Article  PubMed  CAS  Google Scholar 

  • Miller EK, Cohen JD (2001) An integrative theory of prefrontal cortex function. Annu Rev Neurosci 24:167–202

    Article  PubMed  CAS  Google Scholar 

  • Mischel W, Underwood B (1974) Instrumental ideation in delay of gratification. Child Dev 45:1083–1088

    Article  PubMed  CAS  Google Scholar 

  • Mitchell JM, Fields HL, D'Esposito M, Boettiger CA (2005) Impulsive responding in alcoholics. Alcohol Clin Exp Res 29:2158–2169

    Article  PubMed  Google Scholar 

  • Mittenberg W, Motta S (1993) Effects of chronic cocaine abuse on memory and learning. Arch Clin Neuropsychol 8:477–483

    PubMed  CAS  Google Scholar 

  • Moeller FG, Barratt ES, Dougherty DM, Schmitz JM, Swann AC (2001) Psychiatric aspects of impulsivity. Am J Psychiatry 158:1783–1793

    Article  PubMed  CAS  Google Scholar 

  • Moeller FG, Steinberg JL, Dougherty DM, Narayana PA, Kramer LA, Renshaw PF (2004) Functional MRI study of working memory in MDMA users. Psychopharmacology (Berl) 177:185–194

    Article  CAS  Google Scholar 

  • Moeller FG, Steinberg JL, Schmitz JM, Ma L, Liu S, Kjome KL, Rathnayaka N, Kramer LA, Narayana PA (2010) Working memory fMRI activation in cocaine-dependent subjects: association with treatment response. Psychiatry Res 181:174–182

    Article  PubMed  CAS  Google Scholar 

  • Moneta GB (2011) Metacognition, emotion, and alcohol dependence in college students: a moderated mediation model. Addict Behav 36:781–784

    Article  PubMed  Google Scholar 

  • Monterosso JR, Aron AR, Cordova X, Xu J, London ED (2005) Deficits in response inhibition associated with chronic methamphetamine abuse. Drug Alcohol Depend 79:273–277

    Article  PubMed  Google Scholar 

  • Morgan MJ (1998) Recreational use of “ecstasy” (MDMA) is associated with elevated impulsivity. Neuropsychopharmacology 19:252–264

    Article  PubMed  CAS  Google Scholar 

  • Morgan MJ, Impallomeni LC, Pirona A, Rogers RD (2006) Elevated impulsivity and impaired decision-making in abstinent Ecstasy (MDMA) users compared to polydrug and drug-naive controls. Neuropsychopharmacology 31:1562–1573

    Article  PubMed  CAS  Google Scholar 

  • Morgan CJ, Muetzelfeldt L, Curran HV (2009) Ketamine use, cognition and psychological wellbeing: a comparison of frequent, infrequent and ex-users with polydrug and non-using controls. Addiction 104:77–87

    Article  PubMed  Google Scholar 

  • Moser DJ, Jorge RE, Manes F, Paradiso S, Benjamin ML, Robinson RG (2002) Improved executive functioning following repetitive transcranial magnetic stimulation. Neurology 58:1288–1290

    PubMed  CAS  Google Scholar 

  • Mottaghy FM, Krause BJ, Kemna LJ, Topper R, Tellmann L, Beu M, Pascual-Leone A, Muller-Gartner HW (2000) Modulation of the neuronal circuitry subserving working memory in healthy human subjects by repetitive transcranial magnetic stimulation. Neurosci Lett 280:167–170

    Article  PubMed  CAS  Google Scholar 

  • Mueser KT, Yarnold PR, Levinson DF, Singh H, Bellack AS, Kee K, Morrison RL, Yadalam KG (1990) Prevalence of substance abuse in schizophrenia: demographic and clinical correlates. Schizophr Bull 16:31–56

    PubMed  CAS  Google Scholar 

  • Mulquiney PG, Hoy KE, Daskalakis ZJ, Fitzgerald PB (2011) Improving working memory: Exploring the effect of transcranial random noise stimulation and transcranial direct current stimulation on the dorsolateral prefrontal cortex. Clin Neurophysiol 122(12):2384–2389

    Article  PubMed  Google Scholar 

  • Muraven M, Baumeister R (2000) Self-regulation and depletion of limited resources: does self-control resemble a muscle? Psychol Bull 126:247–259

    Article  PubMed  CAS  Google Scholar 

  • Nigg JT (2000) On inhibition/disinhibition in developmental psychopathology: views from cognitive and personality psychology and a working inhibition taxonomy. Psychol Bull 126:220–246

    Article  PubMed  CAS  Google Scholar 

  • Nigg JT, Blaskey LG, Huang-Pollock CL, Rappley MD (2002) Neuropsychological executive functions and DSM-IV ADHD subtypes. J Am Acad Child Adolesc Psychiatry 41:59–66

    Article  PubMed  Google Scholar 

  • Niv Y, Montague PR (2008) Theoretical and empirical studies of learning. In: Glimcher PW, Camerer C, Poldrack RA, Fehr E (eds) Neuroeconomics: decision making and the brain. Academic, London, pp 329–349

    Google Scholar 

  • Noel X, Van der Linden M, d'Acremont M, Bechara A, Dan B, Hanak C, Verbanck P (2007) Alcohol cues increase cognitive impulsivity in individuals with alcoholism. Psychopharmacology (Berl) 192:291–298

    Article  CAS  Google Scholar 

  • Norman W, Shallice T (1986) Attention to action. In: Davidson RJ, Schwartz GE, Shapiro D (eds) Consciousness and self regulation: advances in research and theory. Plenum, New York, pp 1–18

    Google Scholar 

  • Norman AL, Pulido C, Squeglia LM, Spadoni AD, Paulus MP, Tapert SF (2011) Neural activation during inhibition predicts initiation of substance use in adolescence. Drug Alcohol Depend 119(3):216–223

    Article  PubMed  Google Scholar 

  • Ochsner KN, Gross JJ (2005) The cognitive control of emotion. Trends Cogn Sci 9:242–249

    Article  PubMed  Google Scholar 

  • O'Malley P (1990) Biting at the grave: the Irish hunger strikes and the politics of despair. Blackstaff, Belfast

    Google Scholar 

  • Ornstein TJ, Iddon JL, Baldacchino AM, Sahakian BJ, London M, Everitt BJ, Robbins TW (2000) Profiles of congitive dysfunction in chronic amphetamine and heroin abusers. Neuropsychopharmacology 23:113–126

    Article  PubMed  CAS  Google Scholar 

  • Oscar-Berman M, Hancock M, Mildworf B, Hutner N, Weber DA (1990) Emotional perception and memory in alcoholism and aging. Alcohol Clin Exp Res 14:383–393

    Article  PubMed  CAS  Google Scholar 

  • Packwood S, Hodgetts H, Tremblay S (2011) A multiperspective approach to the conceptualization of executive functions. J Clin Exp Neuropsychol 33:456–470

    Article  PubMed  Google Scholar 

  • Parrott AC, Sisk E, Turner JJ (2000) Psychobiological problems in heavy ‘ecstacy’ (MDMA) polydrug users. Drug Alcohol Depend 60:105–110

    PubMed  CAS  Google Scholar 

  • Passarotti AM, Sweeney JA, Pavuluri MN (2010) Neural correlates of response inhibition in pediatric bipolar disorder and attention deficit hyperactivity disorder. Psychiatry Res 181:36–43

    Article  PubMed  Google Scholar 

  • Passetti F, Clark L, Mehta MA, Joyce E, King M (2008) Neuropsychological predictors of clinical outcome in opiate addiction. Drug Alcohol Depend 94:82–91

    Google Scholar 

  • Patterson CM, Newman JP (1993) Reflectivity and learning from aversive events: toward a psychological mechanism for the syndromes of disinhibition. Psychol Rev 100:716–736

    Article  PubMed  CAS  Google Scholar 

  • Patterson F, Jepson C, Loughead J, Perkins K, Strasser AA, Siegel S, Frey J, Gur R, Lerman C (2010) Working memory deficits predict short-term smoking resumption following brief abstinence. Drug Alcohol Depend 106:61–64

    Article  PubMed  Google Scholar 

  • Pau CW, Lee TM, Chan SF (2002) The impact of heroin on frontal executive functions. Arch Clin Neuropsychol 17:663–670

    PubMed  Google Scholar 

  • Perry JL, Carroll ME (2008) The role of impulsive behavior in drug abuse. Psychopharmacology (Berl) 200:1–26

    Article  CAS  Google Scholar 

  • Petry NM (2001a) Delay discounting of money and alcohol in actively using alcoholics, currently abstinent alcoholics, and controls. Psychopharmacology (Berl) 154:243–250

    Article  CAS  Google Scholar 

  • Petry NM (2001b) Pathological gamblers, with and without substance use disorders, discount delayed rewards at high rates. J Abnorm Psychol 110:482–487

    Article  PubMed  CAS  Google Scholar 

  • Philippot P, Kornreich C, Blairy S, Baert I, Den Dulk A, Le Bon O, Streel E, Hess U, Pelc I, Verbanck P (1999) Alcoholics’ deficits in the decoding of emotional facial expression. Alcohol Clin Exp Res 23:1031–1038

    PubMed  CAS  Google Scholar 

  • Pickering AD, Gray JA (1999) The neuroscience of personality. In: John EP (ed) Handbook of personality: theory and research. Guilford, York, pp 277–299

    Google Scholar 

  • Pickup GJ (2008) Relationship between theory of mind and executive function in schizophrenia: a systematic review. Psychopathology 41:206–213

    Article  PubMed  Google Scholar 

  • Pine A, Shiner T, Seymour B, Dolan RJ (2010) Dopamine, time, and impulsivity in humans. J Neurosci 30:8888–8896

    Article  PubMed  CAS  Google Scholar 

  • Pineda D, Ardila A, Rosselli M (1999) Toward defining a neuropsychology of attention deficit-hyperactivity disorder: performance of children and adolescents from a large clinically referred sample. J Learn Disabil 32:159–173

    Article  PubMed  CAS  Google Scholar 

  • Powell J, Dawkins L, West R, Pickering A (2010) Relapse to smoking during unaided cessation: clinical, cognitive and motivational predictors. Psychopharmacology (Berl) 212:537–549

    Article  CAS  Google Scholar 

  • Prencipe A, Kesek A, Cohen J, Lamm C, Lewis MD, Zelazo PD (2011) Development of hot and cool executive function during the transition to adolescence. J Exp Child Psychol 108:621–637

    Article  PubMed  Google Scholar 

  • Quednow BB, Kuhn KU, Hoppe C, Westheide J, Maier W, Daum I, Wagner M (2007) Elevated impulsivity and impaired decision-making cognition in heavy users of MDMA (“Ecstasy”). Psychopharmacology (Berl) 189:517–530

    Article  CAS  Google Scholar 

  • Regier DA, Farmer ME, Rae DS, Locke BZ, Keith SJ, Judd LL, Goodwin FK (1990) Comorbidity of mental disorders with alcohol and other drug abuse. Results from the Epidemiologic Catchment Area (ECA) Study. JAMA 264:2511–2518

    Article  PubMed  CAS  Google Scholar 

  • Richmond LL, Morrison AB, Chein JM, Olson IR (2011) Working memory training and transfer in older adults. Psychol Aging 26(4):813–822

    Article  PubMed  Google Scholar 

  • Rippeth JD, Heaton RK, Carey CL, Marcotte TD, Moore DJ, Gonzalez R, Wolfson T, Grant I (2004) Methamphetamine dependence increases risk of neuropsychological impairment in HIV infected persons. J Int Neuropsychol Soc 10:1–14

    Article  PubMed  CAS  Google Scholar 

  • Robbins TW (1996) Dissociating executive functions of the prefrontal cortex. Philos Trans R Soc Lond B Biol Sci 351:1463–1471

    Article  PubMed  CAS  Google Scholar 

  • Roca M, Torralva T, Lopez P, Cetkovich M, Clark L, Manes F (2008) Executive functions in pathologic gamblers selected in an ecologic setting. Cogn Behav Neurol 21:1–4

    Article  PubMed  Google Scholar 

  • Rodriguez-Jimenez R, Avila C, Jimenez-Arriero MA, Ponce G, Monasor R, Jimenez M, Aragues M, Hoenicka J, Rubio G, Palomo T (2006) Impulsivity and sustained attention in pathological gamblers: influence of childhood ADHD history. J Gambl Stud 22:451–461

    Article  PubMed  CAS  Google Scholar 

  • Rogers RD, Everitt BJ, Baldacchino A, Blackshaw AJ, Swainson R, Wynne K, Baker NB, Hunter J, Carthy T, Booker E, London M, Deakin JF, Sahakian BJ, Robbins TW (1999) Dissociable deficits in the decision-making cognition of chronic amphetamine abusers, opiate abusers, patients with focal damage to prefrontal cortex, and tryptophan-depleted normal volunteers: evidence for monoaminergic mechanisms. Neuropsychopharmacology 20:322–339

    Article  PubMed  CAS  Google Scholar 

  • Rubio G, Martinez-Gras I, Manzanares J (2009) Modulation of impulsivity by topiramate: implications for the treatment of alcohol dependence. J Clin Psychopharmacol 29:584–589

    Article  PubMed  CAS  Google Scholar 

  • Rubio G, Lopez-Munoz F, Ponce G, Pascual JM, Martinez-Gras I, Ferre F, Jimenez-Arriero MA, Alamo C (2010) Zonisamide versus diazepam in the treatment of alcohol withdrawal syndrome. Pharmacopsychiatry 43:257–262

    Article  PubMed  CAS  Google Scholar 

  • Rucklidge JJ, Tannock R (2002) Neuropsychological profiles of adolescents with ADHD: effects of reading difficulties and gender. J Child Psychol Psychiatry 43:988–1003

    Article  PubMed  Google Scholar 

  • Sacco KA, Termine A, Seyal A, Dudas MM, Vessicchio JC, Krishnan-Sarin S, Jatlow PI, Wexler BE, George TP (2005) Effects of cigarette smoking on spatial working memory and attentional deficits in schizophrenia: involvement of nicotinic receptor mechanisms. Arch Gen Psychiatry 62:649–659

    Article  PubMed  Google Scholar 

  • Salgado JV, Malloy-Diniz LF, Campos VR, Abrantes SS, Fuentes D, Bechara A, Correa H (2009) Neuropsychological assessment of impulsive behavior in abstinent alcohol-dependent subjects. Rev Bras Psiquiatr 31:4–9

    Article  PubMed  Google Scholar 

  • Salloum JB, Ramchandani VA, Bodurka J, Rawlings R, Momenan R, George D, Hommer DW (2007) Blunted rostral anterior cingulate response during a simplified decoding task of negative emotional facial expressions in alcoholic patients. Alcohol Clin Exp Res 31:1490–1504

    Article  PubMed  Google Scholar 

  • Salo R, Nordahl TE, Moore C, Waters C, Natsuaki Y, Galloway GP, Kile S, Sullivan EV (2005) A dissociation in attentional control: evidence from methamphetamine dependence. Biol Psychiatry 57:310–313

    Article  PubMed  CAS  Google Scholar 

  • Schneider MF, Krick CM, Retz W, Hengesch G, Retz-Junginger P, Reith W, Rosler M (2010) Impairment of fronto-striatal and parietal cerebral networks correlates with attention deficit hyperactivity disorder (ADHD) psychopathology in adults—a functional magnetic resonance imaging (fMRI) study. Psychiatry Res 183:75–84

    Article  PubMed  Google Scholar 

  • Seidman LJ, Biederman J, Faraone SV, Weber W, Ouellette C (1997) Toward defining a neuropsychology of attention deficit-hyperactivity disorder: performance of children and adolescents from a large clinically referred sample. J Consult Clin Psychol 65:150–160

    Article  PubMed  CAS  Google Scholar 

  • Semrud-Clikeman M (2010) The role of inattention and social perception and performance in two subtypes of ADHD. Arch Clin Neuropsychol 25:771–780

    Article  PubMed  Google Scholar 

  • Shafritz KM, Marchione KE, Gore JC, Shaywitz SE, Shaywitz BA (2004) The effects of methylphenidate on neural systems of attention in attention deficit hyperactivity disorder. Am J Psychiatry 161:1990–1997

    Article  PubMed  Google Scholar 

  • Shallice T, Burgess PW (1991) Deficits in strategy application following frontal lobe damage in man. Brain 114(Pt 2):727–741

    Article  PubMed  Google Scholar 

  • Shamosh NA, DeYoung CG, Green AE, Reis DL, Johnson MR, Conway ARA, Engle RW, Braver TS, Gray JR (2008) Individual differences in delay discounting: relation to intelligence, working memory, and anterior prefrontal cortex. Psychol Sci 19:904–911

    Article  PubMed  Google Scholar 

  • Sheffer C, MacKillop J, McGeary J, Landes RD, Carter L, Yi R, Jones B, Christensen D, Stitzer M, Jackson L, Bickel WK (2012) Delay discounting, locus of control, and cognitive impulsiveness independently predict tobacco dependence treatment outcomes in a highly dependent, lower socioeconomic group of smokers. Am J Addict (in press)

  • Shoda Y, Mischel W, Wright JC (1989) Intuitive interactionism in person perception: effects of situation–behavior relations on dispositional judgments. J Pers Soc Psychol 56:41–53

    Article  PubMed  CAS  Google Scholar 

  • Shue KL, Douglas VI (1992) Attention deficit hyperactivity disorder and the frontal lobe syndrome. Brain Cogn 20:104–124

    Article  PubMed  CAS  Google Scholar 

  • Simon SL, Domier C, Carnell J, Brethen P, Rawson R, Ling W (2000) Cognitive impairment in individuals currently using methamphetamine. Am J Addict 9:222–231

    Article  PubMed  CAS  Google Scholar 

  • Smillie L, Cooper A, Tharp I, Pelling E (2009) Individual differences in cognitive control: the role of psychoticism and working memory in set-shifting. Br J Psychol 100:629–643

    Article  PubMed  Google Scholar 

  • Spada MM, Wells A (2005) Metacognitions, emotion and alcohol use. Clin Psychol Psychot 12:150–155

    Article  Google Scholar 

  • Spada MM, Moneta GB, Wells A (2007) The relative contribution of metacognitive beliefs and expectancies to drinking behaviour. Alcohol Alcohol 42:567–574

    PubMed  Google Scholar 

  • Spencer SV, Hawk Jr. LW, Richards JB, Shiels K, Pelham, Jr, WE, Waxmonsky, JG (2009) Stimulant Treatment Reduces Lapses in Attention among Children with ADHD: The Effects of Methylphenidate on Intra-Individual Response Time Distributions. J Abnorm Child Psychol 37: 805–816

    Google Scholar 

  • Spilich GJ, June L, Renner J (1992) Cigarette smoking and cognitive performance. Br J Addict 87:1313–1326

    Article  PubMed  CAS  Google Scholar 

  • Spinella M (2002) Correlations between orbitofrontal dysfunction and tobacco smoking. Addict Biol 7:381–384

    Article  PubMed  Google Scholar 

  • Sripada CS, Gonzalez R, Luan Phan K, Liberzon I (2011) The neural correlates of intertemporal decision-making: contributions of subjective value, stimulus type, and trait impulsivity. Hum Brain Mapp 32(10):1637–1648

    Article  PubMed  Google Scholar 

  • Stalnaker TA, Takahashi Y, Roesch MR, Schoenbaum G (2009) Neural substrates of cognitive inflexibility after chronic cocaine exposure. Neuropharmacology 56(Suppl 1):63–72

    Article  PubMed  CAS  Google Scholar 

  • Steinberg L (2010) A dual systems model of adolescent risk-taking. Dev Psychobiol 52:216–224

    PubMed  Google Scholar 

  • Steinberg L, Albert D, Cauffman E, Banich M, Graham S (2008) Age differences in sensation seeking and impulsivity as indexed by behavior and self-report: evidence for a dual systems model. Dev Psychol 44:1764–1778

    Article  PubMed  Google Scholar 

  • Stuss DT, Alexander MP (2007) Is there a dysexecutive syndrome? Philos Trans R Soc Lond B Biol Sci 1481:901–915

    Google Scholar 

  • Stuss DT, Benson DF (1986) The frontal lobes. Raven, New York

    Google Scholar 

  • Tamm L, Menon V, Reiss AL (2006) Parietal attentional system aberrations during target detection in adolescents with attention deficit hyperactivity disorder: event-related fMRI evidence. Am J Psychiatry 163:1033–1043

    Article  PubMed  Google Scholar 

  • Taub E, Uswatte G, Elbert T (2002) New treatments in neurorehabilitation founded on basic research. Nature 3:228–236

    CAS  Google Scholar 

  • Teichner G, Horner MD, Harvey RT (2001) Neuropsychological predictors of the attainment of treatment objectives in substance abuse patients. Int J Neurosci 106:253–263

    Article  PubMed  CAS  Google Scholar 

  • Thoma RJ, Monnig MA, Lysne PA, Ruhl DA, Pommy JA, Bogenschutz M, Tonigan JS, Yeo RA (2011a) Adolescent substance abuse: the effects of alcohol and marijuana on neuropsychological performance. Alcohol Clin Exp Res 35:39–46

    Article  PubMed  Google Scholar 

  • Thoma RJ, Mullins P, Ruhl D, Monnig M, Yeo RA, Caprihan A, Bogenschutz M, Lysne P, Tonigan S, Kalyanam R, Gasparovic C (2011b) Perturbation of the glutamate–glutamine system in alcohol dependence and remission. Neuropsychopharmacology 36:1359–1365

    Article  PubMed  CAS  Google Scholar 

  • Tomasi D, Goldstein RZ, Telang F, Maloney T, Alia-Klein N, Caparelli EC, Volkow ND (2007) Thalamo-cortical dysfunction in cocaine abusers: implications in attention and perception. Psychiatry Res 155:189–201

    Article  PubMed  CAS  Google Scholar 

  • Uekermann J, Channon S, Winkel K, Schlebusch P, Daum I (2007) Theory of mind, humour processing and executive functioning in alcoholism. Addiction 102:232–240

    Article  PubMed  CAS  Google Scholar 

  • Urcelay GP, Dalley JW (2012) Linking ADHD, impulsivity, and drug abuse: a neuropsychological perspective. Curr Top Behav Neurosci 9:173–179

    Article  PubMed  Google Scholar 

  • van den Bos W, van Dijk E, Westenberg M, Rombouts SA, Crone EA (2011) Changing brains, changing perspectives: the neurocognitive development of reciprocity. Psychol Sci 22:60–70

    Article  PubMed  Google Scholar 

  • Verdejo-Garcia AJ, Lopez-Torrecillas F, Gimenez CO, Perez-Garcia M (2004) Clinical implications and methodological challenges in the study of the neuropsychological correlates of cannabis, stimulant, and opioid abuse. Neuropsychol Rev 14:1–41

    Article  PubMed  Google Scholar 

  • Verdejo-Garcia A, Bechara A, Recknor EC, Perez-Garcia M (2006a) Executive dysfunction in substance dependent individuals during drug use and abstinence: an examination of the behavioral, cognitive and emotional correlates of addiction. J Int Neuropsychol Soc 12:405–415

    PubMed  Google Scholar 

  • Verdejo-Garcia A, Rivas-Perez C, Lopez-Torrecillas F, Perez-Garcia M (2006b) Differential impact of severity of drug use on frontal behavioral symptoms. Addict Behav 31:1373–1382

    Article  PubMed  Google Scholar 

  • Verdejo-Garcia A, Benbrook A, Funderburk F, David P, Cadet JL, Bolla KI (2007a) The differential relationship between cocaine use and marijuana use on decision-making performance over repeat testing with the Iowa Gambling Task. Drug Alcohol Depend 90:2–11

    Article  PubMed  Google Scholar 

  • Verdejo-Garcia AJ, Perales JC, Perez-Garcia M (2007b) Cognitive impulsivity in cocaine and heroin polysubstance abusers. Addict Behav 32:950–966

    Article  PubMed  Google Scholar 

  • Verdejo-García A, Pérez-Expósito M, Schmidt-Río-Valle J, Fernández-Serrano M, Cruz F, Pérez-García M, López-Belmonte G, Martín-Matillas M, Martín-Lagos J, Marcos A, Campoy C (2010) Selective alterations within executive functions in adolescents with excess weight. Behavior and Psychology 18(8):1572–1578

    Google Scholar 

  • Vocci FJ (2008) Cognitive remediation in the treatment of stimulant abuse disorders: a research agenda. Exp Clin Psychopharmacol 16:484–497

    Article  PubMed  Google Scholar 

  • von Geusau NA, Stalenhoef P, Huizinga M, Snel J, Ridderinkhof KR (2004) Impaired executive function in male MDMA (“ecstasy”) users. Psychopharmacology (Berl) 175:331–341

    Article  CAS  Google Scholar 

  • Vuchinich RE, Simpson CA (1998) Hyperbolic temporal discounting in social drinkers and problem drinkers. Exp Clin Psychopharmacol 6:292–305

    Article  PubMed  CAS  Google Scholar 

  • Walshaw PD, Alloy LB, Sabb FW (2010) Executive function in pediatric bipolar disorder and attention-deficit hyperactivity disorder: in search of distinct phenotypic profiles. Neuropsychol Rev 20:103–120

    Article  PubMed  Google Scholar 

  • Washio Y, Higgins ST, Heil SH, McKerchar TL, Badger GJ, Skelly JM, Dantona RL (2011) Delay discounting is associated with treatment response among cocaine-dependent outpatients. Exp Clin Psychopharmacol 19(3):243–248

    Article  PubMed  Google Scholar 

  • Wasserstein J, Lynn A (2001) Metacognitive remediation in adult ADHD. Treating executive function deficits via executive functions. Ann N Y Acad Sci 931:376–384

    Article  PubMed  CAS  Google Scholar 

  • Weatherly JN, Ferraro FR (2011) Executive functioning and delay discounting of four different outcomes in university students. Person Ind Diff 51:183–187

    Article  Google Scholar 

  • Weller RE, Cook EW III, Avsar KB, Cox JE (2008) Obese women show greater delay discounting than healthy-weight women. Appetite 51:563–569

    Article  PubMed  Google Scholar 

  • Westerberg H, Jacobaeus H, Hirvikoski T, Clevberger P, Osternsson M, Bartfai A, Klingberg T (2007) Computerized working memory training after stroke—a pilot study. Brain Inj 21:21–29

    Article  PubMed  CAS  Google Scholar 

  • Whiteside SP, Lynam DR (2001) The five factor model and impulsivity: using a structural model of personality to understand impulsivity. Pers Indiv Differ 30:669–689

    Article  Google Scholar 

  • Whitlow CT, Liguori A, Livengood LB, Hart SL, Mussat-Whitlow BJ, Lamborn CM, Laurienti PJ, Porrino LJ (2004) Long-term heavy marijuana users make costly decisions on a gambling task. Drug Alcohol Depend 76:107–111

    Article  PubMed  Google Scholar 

  • Wilson EO (1998) Consilience: the unity of knowledge. Vantage Books, New York

    Google Scholar 

  • Wise RA, Kiyatkin EA (2011) Differentiating the rapid actions of cocaine. Nat Rev Neurosci 12:479–484

    Article  PubMed  CAS  Google Scholar 

  • Yakir A, Rigbi A, Kanyas K, Pollak Y, Kahana G, Karni O, Eitan R, Kertzman S, Lerer B (2007) Why do young women smoke? III. Attention and impulsivity as neurocognitive predisposing factors. Eur Neuropsychopharmacol 17:339–351

    Article  PubMed  CAS  Google Scholar 

  • Zanto T, Rubens M, Thangavel A, Gazzaley A (2011) Casual role of the prefrontal cortex in top-down modulation of visual processing and working memory. Nat Neurosci 14:656–661

    Article  PubMed  CAS  Google Scholar 

  • Zhang L, Rashad I (2008) Obesity and time preference: the health consequences of discounting the future. J Biosoc Sci 40:97–113

    Article  PubMed  Google Scholar 

  • Zuckerman M (1994) Behavioural expressions and biosocial bases of sensation-seeking. Cambridge University Press, Cambridge

    Google Scholar 

Download references

Acknowledgments

This work was funded by NIDA grants R01 DA 12997, R01 DA 024080, R01 DA 024080-02S1 (NIAAA), R01 DA 030241, R01 DA 022386. The authors would like to thank Patsy Marshall for assistance with manuscript preparation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Warren K. Bickel.

Appendix

Appendix

Table 1 Outline for the procedures used to assess functions

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bickel, W.K., Jarmolowicz, D.P., Mueller, E.T. et al. Are executive function and impulsivity antipodes? A conceptual reconstruction with special reference to addiction. Psychopharmacology 221, 361–387 (2012). https://doi.org/10.1007/s00213-012-2689-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00213-012-2689-x

Keywords

Navigation