The Neurocognitive Profile of Attention-Deficit/Hyperactivity Disorder: A Review of Meta-Analyses

Objective Numerous meta-analyses have summarized studies comparing the neurocognitive performance of individuals with attention-deficit/hyperactivity disorder (ADHD) to that of healthy controls. Method The present study is a systematic review and quantitative summary of those meta-analyses that aimed to determine the extent to which individuals with ADHD differ cognitively from typically developing controls. Results Of 253 standardized mean differences (SMDs) drawn from 34 meta-analyses, 244 (96%) were positive, indicating better neurocognitive performance in the control group than the ADHD group. The mean effect size was .45 (SD = .27). Unweighted means of SMDs for neurocognitive domains ranged from .35 (set shifting) to .54 (working memory). When weighted by the number of studies aggregated, they ranged from .35 (set shifting) to .66 (reaction time variability). Neurocognitive domains with mean effects over .50 included working memory (.54), reaction time variability (.53), response inhibition (.52), intelligence/achievement (.51), and planning/organization (.51). When weighted by number of aggregated studies, the domains with mean effects over .50 were reaction time variability (.66), intelligence/achievement (.60), vigilance (.56), working memory (.54), and response inhibition (.52). Age moderated the relationship between ADHD diagnosis and neurocognitive functioning, with greater between-groups differences among children and adults than among adolescents. Funding also moderated this relationship: meta-analyses that received drug funding found larger effect sizes than those without drug funding. Conclusions The evidence suggests that ADHD is associated with substantial deficits across a variety of neurocognitive domains. This is the most in-depth review of the neurocognitive functioning of people with ADHD to date.

[1]  J. Theule,et al.  Does psychotherapy work? An umbrella review of meta‐analyses of randomized controlled trials , 2019, Acta psychiatrica Scandinavica.

[2]  P. Czobor,et al.  Post-Error Slowing in Patients With ADHD , 2016, Journal of attention disorders.

[3]  John P A Ioannidis,et al.  The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta-analyses. , 2016, The Milbank quarterly.

[4]  A. Popma,et al.  Risky decision making in Attention-Deficit/Hyperactivity Disorder: A meta-regression analysis. , 2016, Clinical psychology review.

[5]  A. V. van Duijvenvoorde,et al.  The interaction between reinforcement and inhibitory control in ADHD: A review and research guidelines. , 2016, Clinical psychology review.

[6]  S. Ebrahim,et al.  Meta-analyses with industry involvement are massively published and report no caveats for antidepressants. , 2016, Journal of clinical epidemiology.

[7]  L. Kasper,et al.  Choice-impulsivity in children and adolescents with attention-deficit/hyperactivity disorder (ADHD): A meta-analytic review. , 2016, Clinical psychology review.

[8]  E. Bora,et al.  Meta-analysis of social cognition in attention-deficit/hyperactivity disorder (ADHD): comparison with healthy controls and autistic spectrum disorder , 2015, Psychological Medicine.

[9]  S. Blakemore,et al.  Adolescence as a Sensitive Period of Brain Development , 2015, Trends in Cognitive Sciences.

[10]  K. Becker,et al.  Time windows matter in ADHD-related developing neuropsychological basic deficits: A comprehensive review and meta-regression analysis , 2015, Neuroscience & Biobehavioral Reviews.

[11]  Guido Biele,et al.  A Meta-Analysis of Decision-Making and Attention in Adults With ADHD , 2015, Journal of attention disorders.

[12]  Stephan Bender,et al.  Annual research review: Reaction time variability in ADHD and autism spectrum disorders: measurement and mechanisms of a proposed trans-diagnostic phenotype. , 2014, Journal of child psychology and psychiatry, and allied disciplines.

[13]  R. Schachar,et al.  Response inhibition and psychopathology: a meta-analysis of go/no-go task performance. , 2014, Journal of abnormal psychology.

[14]  Joseph S. Raiker,et al.  Reaction time variability in ADHD: a meta-analytic review of 319 studies. , 2013, Clinical psychology review.

[15]  Janet B W Williams,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[16]  L. Kasper,et al.  Attention-deficit/hyperactivity disorder (ADHD) and working memory in adults: a meta-analytic review. , 2013, Neuropsychology.

[17]  F. Rist,et al.  Electrophysiological indices of error monitoring in juvenile and adult attention deficit hyperactivity disorder (ADHD)--a meta-analytic appraisal. , 2013, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[18]  Jan R. Wiersema,et al.  A Meta-Analytic Study of Event Rate Effects on Go/No-Go Performance in Attention-Deficit/Hyperactivity Disorder , 2012, Biological Psychiatry.

[19]  C. Huang-Pollock,et al.  Evaluating vigilance deficits in ADHD: a meta-analysis of CPT performance. , 2012, Journal of abnormal psychology.

[20]  Ramzi M Hasson,et al.  Gender Differences Among Children With ADHD on Continuous Performance Tests , 2012, Journal of attention disorders.

[21]  Sergio Sismondo,et al.  Industry sponsorship and research outcome. , 2012, The Cochrane database of systematic reviews.

[22]  Ulrich Müller,et al.  Translational Approaches to Frontostriatal Dysfunction in Attention-Deficit/Hyperactivity Disorder Using a Computerized Neuropsychological Battery , 2011, Biological Psychiatry.

[23]  Katya Rubia,et al.  “Cool” Inferior Frontostriatal Dysfunction in Attention-Deficit/Hyperactivity Disorder Versus “Hot” Ventromedial Orbitofrontal-Limbic Dysfunction in Conduct Disorder: A Review , 2011, Biological Psychiatry.

[24]  Russell Schachar,et al.  Inhibitory control and psychopathology: A meta-analysis of studies using the stop signal task , 2010, Journal of the International Neuropsychological Society.

[25]  Guy Cafri,et al.  A Meta-Meta-Analysis: Empirical Review of Statistical Power, Type I Error Rates, Effect Sizes, and Model Selection of Meta-Analyses Published in Psychology , 2010, Multivariate behavioral research.

[26]  Douglas G. Altman,et al.  Chapter 9: Analysing Data and Undertaking Meta-Analyses , 2008 .

[27]  S. Bálint,et al.  Attention deficit hyperactivity disorder (ADHD): gender- and age-related differences in neurocognition , 2008, Psychological Medicine.

[28]  F. Castellanos,et al.  Spontaneous attentional fluctuations in impaired states and pathological conditions: A neurobiological hypothesis , 2007, Neuroscience & Biobehavioral Reviews.

[29]  J. Kenemans,et al.  Stroop interference and attention-deficit/hyperactivity disorder: a review and meta-analysis. , 2007, Neuropsychology.

[30]  Marley W. Watkins,et al.  ADHD and Achievement , 2007, Journal of learning disabilities.

[31]  M. El-Hamady,et al.  hyperactivity disorder , 2014 .

[32]  R. McGrath,et al.  When effect sizes disagree: the case of r and d. , 2006, Psychological methods.

[33]  D. Bridgett,et al.  Intellectual functioning in adults with ADHD: a meta-analytic examination of full scale IQ differences between adults with and without ADHD. , 2006, Psychological assessment.

[34]  F. Castellanos,et al.  Characterizing cognition in ADHD: beyond executive dysfunction , 2006, Trends in Cognitive Sciences.

[35]  J. Nigg,et al.  An integrative theory of attention-deficit/ hyperactivity disorder based on the cognitive and affective neurosciences , 2005, Development and Psychopathology.

[36]  Adele Diamond,et al.  Attention-deficit disorder (attention-deficit/ hyperactivity disorder without hyperactivity): A neurobiologically and behaviorally distinct disorder from attention-deficit/hyperactivity disorder (with hyperactivity) , 2005, Development and Psychopathology.

[37]  R. Engel,et al.  Neuropsychological performance in adult attention-deficit hyperactivity disorder: meta-analysis of empirical data. , 2005, Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists.

[38]  B. Pennington,et al.  Validity of the Executive Function Theory of Attention-Deficit/Hyperactivity Disorder: A Meta-Analytic Review , 2005, Biological Psychiatry.

[39]  J. Buitelaar,et al.  Executive functioning in adult ADHD: a meta-analytic review , 2005, Psychological Medicine.

[40]  Joseph Biederman,et al.  The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies , 2005, Psychological Medicine.

[41]  J. Kenemans,et al.  A meta-analytic review of stopping performance in attention-deficit/hyperactivity disorder: deficient inhibitory motor control? , 2005, Journal of abnormal psychology.

[42]  S. Hogg-Johnson,et al.  A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. , 2005, Journal of the American Academy of Child and Adolescent Psychiatry.

[43]  J. Sergeant,et al.  The Stroop revisited: a meta-analysis of interference control in AD/HD. , 2005, Journal of child psychology and psychiatry, and allied disciplines.

[44]  Susan R. Homack,et al.  Wisconsin Card Sorting Test with children: a meta-analytic study of sensitivity and specificity. , 2004, Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists.

[45]  Susan R. Homack,et al.  A meta-analysis of the sensitivity and specificity of the Stroop Color and Word Test with children. , 2004, Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists.

[46]  J. Epstein,et al.  Neuropsychology of adults with attention-deficit/hyperactivity disorder: a meta-analytic review. , 2004, Neuropsychology.

[47]  Eric A Youngstrom,et al.  Meta-analysis of intellectual and neuropsychological test performance in attention-deficit/hyperactivity disorder. , 2004, Neuropsychology.

[48]  E. Willcutt The Etiology of ADHD: Behavioral and Molecular Genetic Approaches , 2004 .

[49]  H. Geurts,et al.  The top and the bottom of ADHD: a neuropsychological perspective , 2003, Neuroscience & Biobehavioral Reviews.

[50]  S. Thompson,et al.  Quantifying heterogeneity in a meta‐analysis , 2002, Statistics in medicine.

[51]  J. Ferguson,et al.  National Institutes of Health Consensus Development Conference Statement: diagnosis and treatment of attention-deficit/hyperactivity disorder (ADHD) , 2000, Journal of the American Academy of Child and Adolescent Psychiatry.

[52]  G D Logan,et al.  Response inhibition in AD/HD, CD, comorbid AD/HD + CD, anxious, and control children: a meta-analysis of studies with the stop task. , 1998, Journal of child psychology and psychiatry, and allied disciplines.

[53]  R. Barkley Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. , 1997, Psychological bulletin.

[54]  R. Klein,et al.  Error patterns on the continuous performance test in non-medicated and medicated samples of children with and without ADHD: a meta-analytic review. , 1996, Journal of child psychology and psychiatry, and allied disciplines.

[55]  B. Pennington,et al.  Executive functions and developmental psychopathology. , 1996, Journal of child psychology and psychiatry, and allied disciplines.

[56]  Mark W. Lipsey,et al.  The efficacy of psychological, educational, and behavioral treatment. Confirmation from meta-analysis. , 1993, The American psychologist.

[57]  L. Siegel,et al.  Is the Continuous Performance Task a valuable research tool for use with children with Attention-Deficit-Hyperactivity Disorder? , 1993, Journal of child psychology and psychiatry, and allied disciplines.