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Cognitive Load Differentially Impacts Response Control in Girls and Boys with ADHD

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Abstract

Children with attention-deficit hyperactivity disorder (ADHD) consistently show impaired response control, including deficits in response inhibition and increased intrasubject variability (ISV) compared to typically-developing (TD) children. However, significantly less research has examined factors that may influence response control in individuals with ADHD, such as task or participant characteristics. The current study extends the literature by examining the impact of increasing cognitive demands on response control in a large sample of 81children with ADHD (40 girls) and 100 TD children (47 girls), ages 8–12 years. Participants completed a simple Go/No-Go (GNG) task with minimal cognitive demands, and a complex GNG task with increased cognitive load. Results showed that increasing cognitive load differentially impacted response control (commission error rate and tau, an ex-Gaussian measure of ISV) for girls, but not boys, with ADHD compared to same-sex TD children. Specifically, a sexually dimorphic pattern emerged such that boys with ADHD demonstrated higher commission error rate and tau on both the simple and complex GNG tasks as compared to TD boys, whereas girls with ADHD did not differ from TD girls on the simple GNG task, but showed higher commission error rate and tau on the complex GNG task. These findings suggest that task complexity influences response control in children with ADHD in a sexually dimorphic manner. The findings have substantive implications for the pathophysiology of ADHD in boys versus girls with ADHD.

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Notes

  1. To assess the impact of simple phobia on our results, we re-ran our primary analyses for tau and commission error rate excluding children diagnosed with specific phobia (ADHD = 11; TD = 6). Our results did not change for either tau or commission error rate.

References

  • Alderson, R. M., Rapport, M. D., & Kofler, M. J. (2007). Attention-deficit/hyperactivity disorder and behavioral inhibition: A meta-analytic review of the stop-signal paradigm. Journal of Abnormal Child Psychology, 35, 745–758. doi:10.1007/s10802-007-9131-6.

    Article  PubMed  Google Scholar 

  • Alderson, R. M., Rapport, M. D., Hudec, K. L., Sarver, D. E., & Kofler, M. J. (2010). Competing core processes in attention-deficit/hyperactivity disorder (ADHD): Do working memory deficiencies underlie behavioral inhibition deficits? Journal of Abnormal Child Psychology, 38, 497–507. doi:10.1007/s10802-010-9387-0.

    Article  PubMed  Google Scholar 

  • Almeida Montes, L. G., Prado Alcantara, H., Martinez Garcia, R. B., De La Torre, L. B., Avila Acosta, D., & Duarte, M. G. (2013). Brain cortical thickness in ADHD: Age, sex, and clinical correlations. Journal of Attention Disorders, 17, 641–654. doi:10.1177/1087054711434351.

    Article  PubMed  Google Scholar 

  • American Psychiatric Association. (2013). Diagnostics and statistics manual of mental disorders (DSM-5). Washington, DC: American Psychiatric Publishing.

    Google Scholar 

  • Antonini, T. N., Narad, M. E., Langberg, J. M., & Epstein, J. N. (2013). Behavioral correlates of reaction time variability in children with and without ADHD. Neuropsychology, 27, 201–209. doi:10.1037/a0032071.

    Article  PubMed  PubMed Central  Google Scholar 

  • Baddeley, A. (2007). Working memory, thought and action. New York: Oxford University Press.

    Book  Google Scholar 

  • Balint, S., Czobor, P., Komlosi, S., Meszaros, A., Simon, V., & Bitter, I. (2009). Attention deficit hyperactivity disorder (ADHD): Gender- and age-related differences in neurocognition. Psychological Medicine, 39, 1337–1345. doi:10.1017/S0033291708004236.

    Article  PubMed  Google Scholar 

  • Barkley, R. A. (1997). Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychological Bulletin, 121, 65–94.

    Article  PubMed  Google Scholar 

  • Biederman, J., Monuteaux, M. C., Doyle, A. E., Seidman, L. J., Wilens, T. E., Ferrero, F., Morgan, C. L., & Faraone, S. V. (2004). Impact of executive function deficits and attention-deficit/hyperactivity disorder (ADHD) on academic outcomes in children. Journal of Consulting and Clinical Psychology, 72, 757–766.

    Article  PubMed  Google Scholar 

  • Brown, T. E., & Landgraf, J. M. (2010). Improvements in executive function correlate with enhanced performance and functioning and health-related quality of life: evidence from 2 large, double-blind, randomized, placebo-controlled trials in ADHD. Postgraduate Medicine, 122, 42–51. doi:10.3810/pgm.2010.09.2200.

    Article  PubMed  Google Scholar 

  • Buzy, W. M., Medoff, D. R., & Schweitzer, J. B. (2009). Intra-individual variability among children with ADHD on a working memory task: an ex-Gaussian approach. Child Neuropsychology, 15, 441–459. doi:10.1080/09297040802646991.

    Article  PubMed  PubMed Central  Google Scholar 

  • Castellanos, F. X., & Tannock, R. (2002). Neuroscience of attention-deficit/hyperactivity disorder: the search for endophenotypes. Nature Reviews Neuroscience, 3, 617–628. doi:10.1038/nrn896.

    Article  PubMed  Google Scholar 

  • Castellanos, F. X., Sonuga-Barke, E. J., Scheres, A., Di Martino, A., Hyde, C., & Walters, J. R. (2005). Varieties of attention-deficit/hyperactivity disorder-related intra-individual variability. Biological Psychiatry, 57, 1416–1423. doi:10.1016/j.biopsych.2004.12.005.

    Article  PubMed  PubMed Central  Google Scholar 

  • Chacko, A., Bedard, A. C., Marks, D. J., Feirsen, N., Uderman, J. Z., Chimiklis, A., Rajwan, E., Cornwell, M., Anderson, L., Zwilling, A., & Ramon, M. (2014). A randomized clinical trial of cogmed working memory training in school-age children with ADHD: a replication in a diverse sample using a control condition. Journal of Child Psychology and Psychiatry, 55, 247–255. doi:10.1111/jcpp.12146.

    Article  PubMed  PubMed Central  Google Scholar 

  • Coghill, D. R., Seth, S., Pedroso, S., Usala, T., Currie, J., & Gagliano, A. (2013). Effects of methylphenidate on cognitive functions in children and adolescents with attention-deficit/hyperactivity disorder: evidence from a systematic review and a meta-analysis. Biological Psychiatry, 76, 603–615. doi:10.1016/j.biopsych.2013.10.005.

    Article  PubMed  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale: Lawrence Earlbaum Associates.

    Google Scholar 

  • Cole, W. R., Mostofsky, S. H., Larson, J. C., Denckla, M. B., & Mahone, E. M. (2008). Age-related changes in motor subtle signs among girls and boys with ADHD. Neurology, 71, 1514–1520. doi:10.1212/01.wnl.0000334275.57734.5f.

    Article  PubMed  PubMed Central  Google Scholar 

  • Conners, C. K. (2002). Conners’ rating scales- revised. Toronto: Multi-Health Systems, Inc.

    Google Scholar 

  • Diamantopoulou, S., Rydell, A. M., Thorell, L. B., & Bohlin, G. (2007). Impact of executive functioning and symptoms of attention deficit hyperactivity disorder on children’s peer relations and school performance. Developmental Neuropsychology, 32, 521–542. doi:10.1080/87565640701360981.

    Article  PubMed  Google Scholar 

  • Dirlikov, B., Rosch, K.S.Crocetti, D., Denckla, M.B., Mahone, E.M., & Mostofsky, S.H. (2013). Distinct frontal lobe morphology in girls and boys with ADHD. Neuroimage: Clinical.

  • DuPaul, G. J., Power, T. J., Anastopoulos, A. D., & Reid, R. (1998). ADHD rating scale-IV. New York: Guilford Press.

    Google Scholar 

  • Epstein, J. N., Hwang, M. E., Antonini, T., Langberg, J. M., Altaye, M., & Arnold, L. E. (2010). Examining predictors of reaction times in children with ADHD and normal controls. Journal of the International Neuropsychological Society, 16, 138–147. doi:10.1017/S1355617709991111.

    Article  PubMed  PubMed Central  Google Scholar 

  • Epstein, J. N., Langberg, J. M., Rosen, P. J., Graham, A., Narad, M. E., Antonini, T. N., Brinkman, W. B., Froehlich, T., Simon, J. O., & Altaye, M. (2011). Evidence for higher reaction time variability for children with ADHD on a range of cognitive tasks including reward and event rate manipulations. Neuropsychology, 25, 427–441. doi:10.1037/a0022155.

    Article  PubMed  PubMed Central  Google Scholar 

  • Gaub, M., & Carlson, C. L. (1997). Gender differences in ADHD: a meta-analysis and critical review. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 1036–1045. doi:10.1097/00004583-199708000-00011.

    Article  PubMed  Google Scholar 

  • Gershon, J. (2002). A meta-analytic review of gender differences in ADHD. Journal of Attention Disorders, 5, 143–154.

    Article  PubMed  Google Scholar 

  • Getahun, D., Jacobsen, S. J., Fassett, M. J., Chen, W., Demissie, K., & Rhoads, G. G. (2013). Recent trends in childhood attention-deficit/hyperactivity disorder. JAMA Pediatriatrics, 167, 282–288. doi:10.1001/2013.jamapediatrics.401.

    Article  Google Scholar 

  • Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., Rapoport, J. L., & Thompson, P. M. (2004). Dynamic mapping of human cortical development during childhood through early adulthood. Proceedings of the National Academy of Sciences, 101, 8174–8179.

    Article  Google Scholar 

  • Gray, S. A., Chaban, P., Martinussen, R., Goldberg, R., Gotlieb, H., Kronitz, R., Hockenberry, M., & Tannock, R. (2012). Effects of a computerized working memory training program on working memory, attention, and academics in adolescents with severe LD and comorbid ADHD: a randomized controlled trial. Journal of Child Psychology and Psychiatry, 53, 1277–1284. doi:10.1111/j.1469-7610.2012.02592.x.

    Article  PubMed  Google Scholar 

  • Green, C. T., Long, D. L., Green, D., Iosif, A. M., Dixon, J. F., Miller, M. R., Fassbender, C., & Schweitzer, J. B. (2012). Will working memory training generalize to improve off-task behavior in children with attention-deficit/hyperactivity disorder? Neurotherapeutics, 9, 639–648. doi:10.1007/s13311-012-0124-y.

    Article  PubMed  PubMed Central  Google Scholar 

  • Guevremont, D., & Barkley, R. A. (1992). Attention deficit hyperactivity disorder in children. In S. R. Hooper, G. W. Hynd, & R. F. Mattison (Eds.), Child psychopathology: Diagnostic criteria and clinical assessment (pp. 137–178). New Jersey: Lawrence Erlbaum Associates.

    Google Scholar 

  • Hasson, R., & Fine, J. G. (2012). Gender differences among children with ADHD on continuous performance tests: a meta-analytic review. Journal of Attention Disorders, 16, 190–198. doi:10.1177/1087054711427398.

    Article  PubMed  Google Scholar 

  • Hervey, A. S., Epstein, J. N., Curry, J. F., Tonev, S., Eugene Arnold, L., Keith Conners, C., Hinshaw, S. P., Swanson, J. M., & Hechtman, L. (2006). Reaction time distribution analysis of neuropsychological performance in an ADHD sample. Child Neuropsychology, 12, 125–140. doi:10.1080/09297040500499081.

    Article  PubMed  Google Scholar 

  • Hodge, S. M., Makris, N., Kennedy, D. N., Caviness, V. S., Jr., Howard, J., McGrath, L., Steele, S., Frazier, J. A., Tager-Flusberg, H., & Harris, G. L. (2010). Cerebellum, language, and cognition in autism and specific language impairment. Journal of Autism and Developmental Disorders, 40, 300–316. doi:10.1007/s10803-009-0872-7.

    Article  PubMed  PubMed Central  Google Scholar 

  • Jacobson, L. A., Ryan, M., Martin, R. B., Ewen, J., Mostofsky, S. H., Denckla, M. B., & Mahone, E. H. (2011). Working memory influences processing speed and reading fluency in ADHD. Child Neuropsychology, 17, 209–224. doi:10.1080/09297049.2010.532204.

    Article  PubMed  PubMed Central  Google Scholar 

  • Jensen, P. S., Hinshaw, S. P., Kraemer, H. C., Lenora, N., Newcorn, J. H., Abikoff, H. B., March, J. S., Arnold, L. E., Cantwell, D. P., Conners, C. K., Elliot, G. R., Greenhill, L. L., Hechtman, L., Hoza, B., Pelham, W. E., Severe, J. B., Swanson, J. M., Wells, K. C., Wigal, T., & Vitello, B. (2001). ADHD comorbidity findings from the MTA study: comparing comorbid subgroups. Journal of the American Academy of Child and Adolescent Psychiatry, 40, 147–158. doi:10.1097/00004583-200102000-00009.

    Article  PubMed  Google Scholar 

  • Klein, C., Wendling, K., Huettner, P., Ruder, H., & Peper, M. (2006). Intra-subject variability in attention-deficit hyperactivity disorder. Biological Psychiatry, 60, 1088–1097. doi:10.1016/j.biopsych.2006.04.003.

    Article  PubMed  Google Scholar 

  • Klingberg, T., Fernell, E., Olesen, P. J., Johnson, M., Gustafsson, P., Dahlstrom, K., Gillberg, C. G., Forssberg, H., & Westerberg, H. (2005). Computerized training of working memory in children with ADHD– A randomized, controlled trial. Journal of the American Academy of Child and Adolescent Psychiatry, 44, 177–186. doi:10.1097/00004583-200502000-00010.

    Article  PubMed  Google Scholar 

  • Kofler, M. J., Rapport, M. D., Bolden, J., Sarver, D. E., Raiker, J. S., & Alderson, R. M. (2011). Working memory deficits and social problems in children with ADHD. Journal of Abnormal Child Psychology, 39, 805–817. doi:10.1007/s10802-011-9492-8.

    Article  PubMed  Google Scholar 

  • Kofler, M. J., Rapport, M. D., Sarver, D. E., Raiker, J. S., Orban, S. A., Friedman, L. M., & Kolomeyer, E. G. (2013). Reaction time variability in ADHD: a meta-analytic review of 319 studies. Clinical Psychology Review, 33, 795–811. doi:10.1016/j.cpr.2013.06.001.

    Article  PubMed  Google Scholar 

  • Kofler, M. J., Alderson, R. M., Raiker, J. S., Bolden, J., Sarver, D. E., & Rapport, M. D. (2014). Working memory and intraindividual variability as neurocognitive indicators in ADHD: Examining competing model predictions. Neuropsychology, 28, 459–471. doi:10.1037/neu0000050.

    Article  PubMed  Google Scholar 

  • Kuntsi, J., Wood, A. C., Rijsdijk, F., Johnson, K. A., Andreou, P., Albrecht, B., Arias-Vasquez, A., Buitelaar, J. K., McLoughlin, G., Rommelse, N. N., Sergeant, J. A., Sonuga-Barke, E. J., Uebel, H., van der Meere, J. J., Banaschewski, T., Gill, M., Manor, I., Miranda, A., Mulas, F., Oades, R. D., Roeyers, H., Rothenberger, A., Steinhausen, H. C., Faraone, S. V., & Asherson, P. (2010). Separation of cognitive impairments in attention-deficit/hyperactivity disorder into 2 familial factors. Archives of General Psychiatry, 67, 1159–1167. doi:10.1001/archgenpsychiatry.2010.139.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lacouture, Y., & Cousineau, D. (2008). How to use MATLAB to fit the ex-Gaussian and other probability functions to a distribution of response times. Tutorials in Quantitative Methods for Psychology, 4, 35–45.

    Google Scholar 

  • Lenroot, R. K., Gogtay, N., Greenstein, D. K., Wells, E. M., Wallace, G. L., Clasen, L. S., Blumenthal, J. D., Zijdenbos, A. P., Evans, A. C., Thompson, P. M., & Giedd, J. N. (2007). Sexual dimorphism of brain developmental trajectories during childhood and adolescence. NeuroImage, 36, 1065–1073. doi:10.1016/j.neuroimage.2007.03.053.

    Article  PubMed  PubMed Central  Google Scholar 

  • Leth-Steensen, C., Elbaz, Z. K., & Douglas, V. I. (2000). Mean response times, variability, and skew in the responding of ADHD children: a response time distributional approach. Acta Psychologica, 104, 167–190.

    Article  PubMed  Google Scholar 

  • Lijffijt, M., Kenemans, J. L., Verbaten, M. N., & van Engeland, H. (2005). A meta-analytic review of stopping performance in attention-deficit/hyperactivity disorder: Deficient inhibitory motor control? Journal of Abnormal Psychology, 114, 216–222. doi:10.1037/0021-843x.114.2.216.

    Article  PubMed  Google Scholar 

  • Mahone, E. M., Ranta, M. E., Crocetti, D., O’Brien, J., Kaufmann, W. E., Denckla, M. B., & Mostofsky, S. M. (2011). Comprehensive examination of frontal regions in boys and girls with attention-deficit/hyperactivity disorder. Journal of the International Neuropsychological Society, 17, 1047–1057. doi:10.1017/S1355617711001056.

    Article  PubMed  PubMed Central  Google Scholar 

  • Mostofsky, S. H., Cooper, K. L., Kates, W. R., Denckla, M. B., & Kaufmann, W. E. (2002). Smaller prefrontal and premotor volumes in boys with attention-deficit/hyperactivity disorder. Biological Psychiatry, 52, 785–794.

    Article  PubMed  Google Scholar 

  • Mostofsky, S. H., Schafer, J. G., Abrams, M. T., Goldberg, M. C., Flower, A. A., Boyce, A., Courtney, S. M., Calhoun, V. D., Kraut, M. A., Denckla, M. B., & Pekar, J. J. (2003). fMRI evidence that the neural basis of response inhibition is task-dependent. Brain Research, 17, 419–430.

    PubMed  Google Scholar 

  • Nigg, J. T., Willcutt, E. G., Doyle, A. E., & Sonuga-Barke, E. J. (2005). Causal heterogeneity in attention-deficit/hyperactivity disorder: Do we need neuropsychologically impaired subtypes? Biological Psychiatry, 57, 1224–1230. doi:10.1016/j.biopsych.2004.08.025.

    Article  PubMed  Google Scholar 

  • Nikolas, M. A., & Nigg, J. T. (2013). Neuropsychological performance and attention-deficit hyperactivity disorder subtypes and symptom dimensions. Neuropsychology, 27, 107–120. doi:10.1037/a0030685.

    Article  PubMed  PubMed Central  Google Scholar 

  • Peterson, D., Jacobson, L.A., Crocetti, D., Rosch, K.S., & Mostofsky, S.H. (2014). Premotor white matter integrity correlates with response control in males, but not females with ADHD. Poster presented at the 20th Annual Meeting of the Organization for Human Brain Mapping, Hamburg, Germany.

  • Rabbit, P. (1997). Methodology of frontal and executive function. East Sussex: Psychology Press.

    Google Scholar 

  • Raiker, J. S., Rapport, M. D., Kofler, M. J., & Sarver, D. E. (2012). Objectively-measured impulsivity and attention-deficit/hyperactivity disorder (ADHD): Testing competing predictions from the working memory and behavioral inhibition models of ADHD. Journal of Abnormal Child Psychology, 40, 699–713. doi:10.1007/s10802-011-9607-2.

    Article  PubMed  Google Scholar 

  • Rapport, M. D., Alderson, R. M., Kofler, M. J., Sarver, D. E., Bolden, J., & Sims, V. (2008). Working memory deficits in boys with attention-deficit/hyperactivity disorder (ADHD): the contribution of central executive and subsystem processes. Journal of Abnormal Child Psychology, 36, 825–837.

    Article  PubMed  Google Scholar 

  • Reich, W. (2000). Diagnostic interview for children and adolescents (DICA). Journal of the American Academy of Child and Adolescent Psychiatry, 39, 59–66.

    Article  PubMed  Google Scholar 

  • Rucklidge, J. J. (2006). Impact of ADHD on the neurocognitive functioning of adolescents with bipolar disorder. Biological Psychiatry, 60, 921–928. doi:10.1016/j.biopsych.2006.03.067.

    Article  PubMed  Google Scholar 

  • Rucklidge, J. J. (2008). Gender differences in ADHD: implications for psychosocial treatments. Expert Review of Neurotherapeutics, 8, 643–655. doi:10.1586/14737175.8.4.643.

    Article  PubMed  Google Scholar 

  • Rucklidge, J. J. (2010). Gender differences in attention-deficit/hyperactivity disorder. Psychiatric Clinics of North America, 33, 357–373. doi:10.1016/j.psc.2010.01.006.

    Article  PubMed  Google Scholar 

  • Schachar, R. J., Chen, S., Logan, G. D., Ornstein, T. J., Crosbie, J., Ickowicz, A., & Pakulak, A. (2004). Evidence for an error monitoring deficit in attention deficit hyperactivity disorder. Journal of Abnormal Child Psychology, 32, 285–293.

    Article  PubMed  Google Scholar 

  • Schmiedek, F., Oberauer, K., Wilhelm, O., Suss, H. M., & Wittmann, W. W. (2007). Individual differences in components of reaction time distributions and their relations to working memory and intelligence. Journal of Experimental Psychology: General, 136, 414–429. doi:10.1037/0096-3445.136.3.414.

    Article  Google Scholar 

  • Schneier, F. R., Vidair, H. B., Vogel, L. R., & Muskin, P. R. (2014). Anxiety, obsessive-compulsive and stress disorders. In J. L. Cutler (Ed.), Psychiatry (pp. 168–203). New York: Oxford University Press.

    Google Scholar 

  • Seidman, L. J., Biederman, J., Monuteaux, M. C., Valera, E., Doyle, A. E., & Faraone, S. V. (2005). Impact of gender and age on executive functioning: Do girls and boys with and without attention deficit hyperactivity disorder differ neuropsychologically in preteen and teenage years? Developmental Neuropsychology, 27, 79–105. doi:10.1207/s15326942dn2701_4.

    Article  PubMed  Google Scholar 

  • Sergeant, J. A. (2005). Modeling attention-deficit/hyperactivity disorder: a critical appraisal of the cognitive-energetic model. Biological Psychiatry, 57, 1248–1255. doi:10.1016/j.biopsych.2004.09.010.

    Article  PubMed  Google Scholar 

  • Seymour, K.E., Tang, X., Crocetti, D., Nettles, C., Miller, M.I., & Mostofsky, S.H. (2014). Amygdala and Hippocampal Volumes in ADHD: The Importance of Sex. Poster presented at the 20th Annual Meeting of the Organization for Human Brain Mapping, Hamburg, Germany.

  • Shaw, P., Lerch, J., Greenstein, D., Sharp, W., Clasen, L., Evans, A., Giedd, J., Castellanos, F. X., & Rapoport, J. (2006). Longitudinal mapping of cortical thickness and clinical outcome in children and adolescents with attention-deficit/hyperactivity disorder. Archives of General Psychiatry, 63, 540–549. doi:10.1001/archpsyc.63.5.540.

    Article  PubMed  Google Scholar 

  • Shiels Rosch, K., Dirlikov, B., & Mostofsky, S. H. (2013). Increased intrasubject variability in boys with ADHD across tests of motor and cognitive control. Journal of Abnormal Child Psychology, 41, 485–495. doi:10.1007/s10802-012-9690-z.

    Article  PubMed  Google Scholar 

  • Shiels, K., Tamm, L., & Epstein, J. N. (2012). Deficient post-error slowing in children with ADHD is limited to the inattentive subtype. Journal of the International Neuropsychological Society, 18, 612–617. doi:10.1017/s1355617712000082.

    Article  PubMed  PubMed Central  Google Scholar 

  • Simmonds, D. J., Pekar, J. J., & Mostofsky, S. H. (2008). Meta-analysis of Go/No-go tasks demonstrating that fMRI activation associated with response inhibition is task-dependent. Neuropsychologia, 46, 224–232. doi:10.1016/ j.neuropsychologia. 2007.07.015.

    Article  PubMed  PubMed Central  Google Scholar 

  • Simmonds, D. J., Hallquist, M. N., Asato, M., & Luna, B. (2013). Developmental stages and sex differences of white matter and behavioral development through adolescence: a longitudinal diffusion tensor imaging (DTI) study. NeuroImage, 92c, 356–368. doi:10.1016/j.neuroimage.2013.12.044.

    Google Scholar 

  • Sjowall, D., Roth, L., Lindqvist, S., & Thorell, L. B. (2013). Multiple deficits in ADHD: executive dysfunction, delay aversion, reaction time variability, and emotional deficits. Journal of Child Psychology and Psychiatry, 54, 619–627. doi:10.1111/jcpp.12006.

    Article  PubMed  PubMed Central  Google Scholar 

  • Sonuga-Barke, E. J. (2002). Psychological heterogeneity in AD/HD–A dual pathway model of behaviour and cognition. Behavioural Brain Research, 130, 29–36.

    Article  PubMed  Google Scholar 

  • Sonuga-Barke, E. J., & Castellanos, F. X. (2007). Spontaneous attentional fluctuations in impaired states and pathological conditions: a neurobiological hypothesis. Neuroscience & Biobehavioral Reviews, 31, 977–986.

    Article  Google Scholar 

  • Sonuga-Barke, E. J., & Halperin, J. M. (2010). Developmental phenotypes and causal pathways in attention deficit/hyperactivity disorder: Potential targets for early intervention? Journal of Child Psychology and Psychiatry, 51, 368–389. doi:10.1111/j.1469-7610.2009.02195.x.

    Article  PubMed  Google Scholar 

  • Sonuga-Barke, E. J., & Sergeant, J. (2005). The neuroscience of ADHD: multidisciplinary perspectives on a complex developmental disorder. Developmental Science, 8, 103–104. doi:10.1111/j.1467-7687.2005.00396.x.

    Article  PubMed  Google Scholar 

  • Sowell, E. R., Thompson, P. M., Leonard, C. M., Welcome, S. E., Kan, E., & Toga, A. W. (2004). Longitudinal mapping of cortical thickness and brain growth in normal children. Journal of Neuroscience, 24, 8223–8231.

    Article  PubMed  Google Scholar 

  • Sowell, E. R., Peterson, B. S., Kan, E., Woods, R. P., Yoshii, J., Bansal, R., Xu, D., Zhu, H., Thompson, P. M., & Toga, A. W. (2006). Sex differences in cortical thickness mapped in 176 healthy individuals between 7 and 87 years of Age. Cerebral Cortex, 17, 1550–1560.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tamm, L., Narad, M. E., Antonini, T. N., O’Brien, K. M., Hawk, L. W., Jr., & Epstein, J. N. (2012). Reaction time variability in ADHD: a review. Neurotherapeutics, 9, 500–508. doi:10.1007/s13311-012-0138-5.

    Article  PubMed  PubMed Central  Google Scholar 

  • Tang, X. (2014). Sex-dependent basal ganglia abnormalities in children with attention-deficit/hyperactivity disorder. Poster presented at the 20th Annual Meeting of the Organization for Human Brain Mapping, Hamburg, Germany.

  • Uebel, H., Albrecht, B., Asherson, P., Borger, N. A., Butler, L., Chen, W., Christiansen, H., Heise, A., Schafer, U., Andreou, P., Manor, I., Marco, R., Miranda, A., Mulligan, A., Oades, R. D., van der Meere, J., Faraone, S. V., Rothenberger, A., & Banaschewski, T. (2010). Performance variability, impulsivity errors and the impact of incentives as gender-independent endophenotypes for ADHD. Journal of Child Psychology and Psychiatry, 51, 210–218. doi:10.1111/j.1469-7610.2009.02139.x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Vaurio, R. G., Simmonds, D. J., & Mostofsky, S. H. (2009). Increased intra-individual reaction time variability in attention-deficit/hyperactivity disorder across response inhibition tasks with different cognitive demands. Neuropsychologia, 47, 2389–2396. doi:10.1016/j.neuropsychologia.2009.01.022.

    Article  PubMed  Google Scholar 

  • Wechsler, D. L. (2002). Wechsler individual achievement test-II. San Antonio: The Psychological Corporation.

    Google Scholar 

  • Wechsler, D. L. (2003). Wechsler intelligence scale for children (4th ed.). San Antonio: The Psychological Corporation.

    Google Scholar 

  • Wiersema, J. R., van der Meere, J. J., & Roeyers, H. (2005). ERP correlates of impaired error monitoring in children with ADHD. Journal of Neural Transmission, 112, 1417–1430. doi:10.1007/s00702-005-0276-6.

    Article  PubMed  Google Scholar 

  • Willcutt, E., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005). Validity of the executive function theory of attention-deficit/hyperactivity disorder: a meta-analytic review. Biological Psychiatry, 57, 1336–1346. doi:10.1016/j.biopsych.2005.02.006.

    Article  PubMed  Google Scholar 

  • Willcutt, E., Sonuga-Barke, E., Nigg, J., & Sergeant, J. (2008). Recent developments in neuropsychological models of child psychiatric disorders. In T. Banaschewski & L. A. Rohde (Eds.), Biological child psychiatry: recent trends and developments (Vol. 24, pp. 194–226). Basel: Karger.

    Google Scholar 

  • Willcutt, E., Nigg, J. T., Pennington, B. F., Solanto, M. V., Rohde, L. A., Tannock, R., et al. (2012). Validity of DSM-IV attention deficit/hyperactivity disorder symptom dimensions and subtypes. Journal of Abnormal Psychology, 121, 991–1010. doi:10.1037/a0027347.

    Article  PubMed  PubMed Central  Google Scholar 

  • Wodka, E. L., Mahone, E. M., Blankner, J. G., Larson, J. C., Fotedar, S., Denckla, M. B., et al. (2007). Evidence that response inhibition is a primary deficit in ADHD. Journal of Clinical and Experimental Neuropsychology, 29, 345–356. doi:10.1080/13803390600678046.

    Article  PubMed  Google Scholar 

  • Wolosin, S. M., Richardson, M. E., Hennessey, J. G., Denckla, M. B., & Mostofsky, S. H. (2009). Abnormal cerebral cortex structure in children with ADHD. Human Brain Mapping, 30, 175–184. doi:10.1002/hbm.20496.

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

This research was supported in part by NIH grants R01 MH078160, R01 MH085328, and K23 MH101322 and Johns Hopkins University School of Medicine Institute for Clinical and Translational Research (NIH/National Center for Research Resources Clinical and Translational Science Award program, UL1 RR025005).

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The authors declare that they have no conflict of interest.

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Seymour, K.E., Mostofsky, S.H. & Rosch, K.S. Cognitive Load Differentially Impacts Response Control in Girls and Boys with ADHD. J Abnorm Child Psychol 44, 141–154 (2016). https://doi.org/10.1007/s10802-015-9976-z

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