Beyond the Dual Pathway Model: Evidence for the Dissociation of Timing, Inhibitory, and Delay-Related Impairments in Attention-Deficit/Hyperactivity Disorder
Open accessAbstract
Objective The dual pathway model explains neuro-psychological heterogeneity in Attention Deficit/Hyperactivity Disorder (ADHD) in terms of dissociable cognitive and motivational deficits each affecting some but not other patients. We explore whether deficits in temporal processing might constitute a third dissociable neuropsychological component of ADHD. Method Nine tasks designed to tap three domains (inhibitory control, delay aversion and temporal processing) were administered to ADHD probands (n=71; ages 6 to 17 years), their siblings (n=71; 65 unaffected by ADHD) and a group of non-ADHD controls (n=50). IQ and working memory were measured. Results Temporal processing, inhibitory control and delay-related deficits represented independent neuropsychological components. ADHD children differed from controls on all factors. For ADHD patients, the co-occurrence of inhibitory, temporal processing and delay-related deficits was no greater than expected by chance with substantial groups of patients showing only one problem. Domain-specific patterns of familial co-segregation provided evidence for the validity of neuropsychological subgroupings. Conclusion The current results illustrate the neuropsychological heterogeneity in ADHD and initial support for a triple pathway model. The findings need to be replicated in larger samples.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Across meta-analyses using traditional neuropsychological executive function tests for children with ADHD, 33%-50% of cases exhibited executive function deficits, including 30%-37% with impaired working memory and 21%-46% with impaired inhibitory control.
“across meta-analyses using traditional neuropsychological executive function tests for children with ADHD, 33%-50% of cases exhibited executive function deficits (30%-37% impaired working memory, 21%-46% impaired inhibitory control).90,144–149”
From Executive function deficits in attention-deficit/hyperactivity disorder and autism spectrum disorder (2024) · cites this paper as [146]
The Neuropsychological studies section reports executive-function deficits in ADHD and cites a study finding that 30% of patients had deficits on at least three tasks in a large executive-function battery. It does not report the claimed meta-analytic ranges of 33%–50% overall, 30%–37% for working memory, or 21%–46% for inhibitory control. The paper’s own Results concern inhibition, timing, and delay-related deficits, not those ranges (page numbers unavailable in our copy). (LLM, conf=0.84)
Experimental — accuracy not yet measuredNeither this study nor previous studies have been able to improve the rate of impairment substantially by including a broader range of neuropsychological tasks.
“Neither this study nor previous studies (Sonuga-Barke, Bitsakou, et al., 2010; Wåhlstedt et al., 2009) have been able to improve this rate substantially by including a broader range of neuropsychological tasks.”
From Multiple deficits in ADHD: executive dysfunction, delay aversion, reaction time variability, and emotional deficits (2013) · cites this paper as Sonuga-Barke, Bitsakou, et al., 2010
The Results (section labelled “Insert Table 4 about here”; page unavailable) report that 71% of ADHD cases had a deficit across the timing, inhibition, and delay domains, leaving a substantial minority without one despite the broad task battery. The introduction also describes limited impairment rates in earlier research. The paper does not establish that adding tasks failed to improve a comparable impairment rate substantially; the earlier 30% figure uses a different criterion—deficits on at least three tasks. (LLM, conf=0.78)
Experimental — accuracy not yet measuredAccording to the triple pathway model, deficits in temporal processing may represent a primary cause of the key symptoms of ADHD in addition to inhibitory control and delay-related processes.
“According to the triple pathway model [46], deficits in temporal processing may represent a primary cause of the key symptoms of ADHD in addition to inhibitory control and delay-related processes.”
From The faster internal clock in ADHD is related to lower processing speed: WISC-IV profile analyses and time estimation tasks facilitate the distinction between real ADHD and pseudo-ADHD (2017) · cites this paper as [46]
The Abstract (page unavailable) reports initial support for a triple pathway model in which temporal processing, inhibitory control, and delay-related deficits are independent components of ADHD. The Discussion (page unavailable) likewise describes them as dissociable, but the paper does not establish that temporal processing deficits are a primary cause of ADHD’s key symptoms. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe affectivity hypothesis maintains that emotional lability in children with ADHD emerges through dysfunctional emotional processing itself, with emotional stimuli eliciting inordinately strong emotional responses.
“An opposing hypothesis, which we term the “affectivity hypothesis,” maintains that emotional lability in children with ADHD emerges not from impaired executive functions, but rather through the more direct route of dysfunctional emotional processing itself.”
From Using Stimulants to Treat ADHD-Related Emotional Lability (2014) · cites this paper as [25]
The Introduction and Results discuss inhibitory control, delay aversion, and timing deficits, but do not address the affectivity hypothesis or emotional lability. Searches for emotional processing, emotional stimuli, and strong emotional responses found no passage supporting the attributed claim. (LLM, conf=0.76)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Strengths and Difficulties Questionnaire: A research note
Goodman, R. (1997) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1997.tb01545.x · Cited by 14,908 · see citing works
The Endophenotype Concept in Psychiatry: Etymology and Strategic Intentions
Gottesman, I. I., & Gould, T. D. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.4.636 · Cited by 5,615 · see citing works
Willcutt, E. G., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.02.006 · Cited by 3,568 · see citing works
Psychological heterogeneity in AD/HD—a dual pathway model of behaviour and cognition
Sonuga-Barke, E. J. S. (2002) · Behavioural Brain Research · doi:10.1016/s0166-4328(01)00432-6 · Cited by 901 · see citing works
Self-citationThe dual pathway model of AD/HD: an elaboration of neuro-developmental characteristics
Sonuga-Barke, E. J. S. (2003) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2003.08.005 · Cited by 816 · see citing works
Self-citationBarkley, R. A. (1997) · Psychological Bulletin · doi:10.1037//0033-2909.121.1.65 · Cited by 580 · see citing works
Swanson, J. M., Kinsbourne, M., Nigg, J., Lanphear, B., Stefanatos, G. A., Volkow, N., Taylor, E., Casey, B. J., Castellanos, F. X., & Wadhwa, P. D. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9019-9 · Cited by 580 · see citing works
Brookes, K., Xu, X., Chen, W., Zhou, K., Neale, B., Lowe, N., Aneey, R., Franke, B., Gill, M., Ebstein, R., et al. (2006) · Molecular Psychiatry · doi:10.1038/sj.mp.4001869 · Cited by 533 · see citing works
Self-citationNigg, J. T. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.11.011 · Cited by 513 · see citing works
Rubia, K., Halari, R., Christakou, A., & Taylor, E. (2009) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2009.0014 · Cited by 310 · see citing works
Rapport, M. D., Bolden, J., Kofler, M. J., Sarver, D. E., Raiker, J. S., & Alderson, R. M. (2009) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-008-9287-8 · Cited by 265 · see citing works
Time perception and reproduction in young adults with attention deficit hyperactivity disorder.
Barkley, R. A., Murphy, K. R., & Bush, T. (2001) · Neuropsychology · doi:10.1037/0894-4105.15.3.351 · Cited by 256 · see citing works
Heterogeneity in ADHD: Neuropsychological Pathways, Comorbidity and Symptom Domains
Wåhlstedt, C., Thorell, L. B., & Bohlin, G. (2009) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-008-9286-9 · Cited by 237 · see citing works
Bidwell, L. C., Willcutt, E. G., DeFries, J. C., & Pennington, B. F. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.04.003 · Cited by 183 · see citing works
Rubia, K., Noorloos, J., Smith, A., Gunning, B., & Sergeant, J. (2003) · Journal of Abnormal Child Psychology · doi:10.1023/a:1023233630774 · Cited by 170 · see citing works
Coghill, D. R., Rhodes, S. M., & Matthews, K. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.12.030 · Cited by 170 · see citing works
Sonuga-Barke, E. J. S., Wiersema, J. R., van der Meere, J. J., & Roeyers, H. (2010) · Neuropsychology Review · doi:10.1007/s11065-009-9115-0 · Cited by 142 · see citing works
Self-citationSchachar, R. J., Crosbie, J., Barr, C. L., Ornstein, T. J., Kennedy, J., Malone, M., Roberts, W., Ickowicz, A., Tannock, R., Chen, S., et al. (2005) · American Journal of Psychiatry · doi:10.1176/appi.ajp.162.6.1076 · Cited by 87 · see citing works
Flagged first, then by citations
Research works printed but not linked: 51
- Bitsakou P, Psychogiou L, Thompson M, Sonuga-Barke E. Inhibitory Deficits in Attention Deficit Hyperactivity Disorder are Independent of Basic Processing Efficiency and IQ. J Neur Trans. 2008;115:261-268.
- Banaschewski T, Ruppert S, Tannock R, Albrecht B, Becker A, Uebel H, Sergeant JA, Rothenberger A. Colour perception in ADHD. J Child Psychol Psychiatry. 2006;47: 568-572.
- Toplak ME, Dockstader C Tannock R. Temporal information processing in ADHD: findings to date and new methods. J Neurosci Methods. 2006;151:15- 29.
- Luman M, Oosterlaan J, Sergeant, J A. The impact of reinforcement contingencies on AD/HD: a review and theoretical appraisal. Clin Psychol Rev. 2005;25:183-213.
- Nigg JT, Willcutt EG, Doyle AE, Sonuga-Barke EJS. Causal heterogeneity in attention-deficit/hyperactivity disorder: Do we need neuropsychologically impaired subtypes? Biol Psychiatry. 2005;57:1224-1230.
- Sonuga-Barke EJ, Sergeant J, Nigg J., Willcutt E. Executive dysfunction and delay aversion in ADHD: Nosological and diagnostic implications. Child Adolesc Psychiatr Clin N Am. 2008;17:367-384.
- Sonuga-Barke EJ. Causal models of Attention-Deficit/Hyperactiviy Disorder: from common simple deficits to multiple developmental pathways. Biol Psychiatry. 2005;57:1231-1238.
- Marco R, Miranda A, Schlotz W, Melia A, Mulligan A, Müller U, et al. Delay and choice in ADHD: A test of the delay aversion hypothesis. Neuropsychol. 2009;23:367-380.
- Solanto MV, Abikoff H, Sonuga-Barke E, Schachar R, Logan GD, Wigal T, et al. The ecological validity of delay aversion and response inhibition as measures of impulsivity in AD/HD: a supplement to the NIMH multimodal treatment study of AD/HD. J Abn Child Psychol. 2001;29:215-228.
- Sonuga-Barke EJ, De Houwer J, De Ruiter K, Ajzenstzen M, Holland S. AD/HD and the capture of attention by briefly exposed delay-related cues: evidence from a conditioning paradigm. J Chid Psychol Psychiatry. 2003;44:1-11.
- Thorell LB. Do delay aversion and executive function deficits make distinct contributions to the functional impact of ADHD symptoms: A study of early academic skill deficits. J Child Psychol Psychiatry. 2007;14:1061-1070.
- Campbell SB, von Stauffenberg C. Delay and inhibition as early predictors of ADHD symptoms in third grade. J Abn Child Psycho. 2009;37:1-15.
- Van den Bergh FS, Bloemarts E, Groenink L, Olivier B, Oosting RS.Delay aversion: effects of 7-OH-DPAT, 5-HT1A/B-receptor stimulation and D- cycloserine. Pharmacolocy, Biochemistry, and Behavior. 2006;85:736-743.
- Wåhlstedt C, Thorell LB, Bohlin. Heterogeneity in ADHD: neuropsycholgical pathways, comorbidity and symptom domain. J Abn Child Psychol. 2009;37:551-564.
- Koch G, Brusal L, Carrillo F, Lo Gerfo E, Torriero S, Oliveri M, Mir P, Caltagrone C, Stanzione P. Cerebellar magnetic stimulation decreases-inducd dyskinesias in Parkinson disease. Neurology. 2009;73:113-119.
- Shih LY, Kuo WJ, Yeh TC, Tzeng OJ, Hsieh JC. Common neural mechanisms for explicit timing in the sub-second range. Neuroreport. 2009;20:897-901.
- Neufang S, Fink GR, Herpetz-Dahlmann B, Willmes K, Konrad K. Developmental changes in neural activation and psychphysiological interaction patterns of brain regions associated with interference control and time perception. Neuroimage. 2008; 43:399-409.
- Toplak ME, Rucklidge JJ, Hetherington R, John SCF, Tannock R. Time perception deficits in attention-deficit/hyperactivity disorder and comorbid reading difficulties in child and adolescent samples. J Child Psychol Psychiatry. 2003;44:888-903.
- Barkley RA, Koplowitz S, Anderson T, McMurray MB. Sense of time in children with ADHD: effects of duration, distraction, and stimulant medication. J Internat Neuropsychol Soc. 1997;3:359-369.
- Rommelse NNJ, Oosterlaan J, Buitelaar J, Faraone SV, Sergeant JA. Time reproduction in children with ADHD and their nonaffected siblings. J Am Child Adolesc Psychiatry. 2007;46:582-590.
- Smith A, Taylor E, Rogers JW, Newman S, Rubia K. Evidence for a pure time perception deficit in children with ADHD. J Child Psychol Psychiatry. 2002;43:529-542.
- Yang B, Chan RCK, Zou X, Jing J, Mai J, Li J. Time perception deficit in children with ADHD. Brain Res. 2009;1170:90-96.
- Ben-Pazi H, Gross-Tsur V, Bergman H, Shalev RS. Abnormal rhythmic motor response in children with attention-deficit-hyperactivity disorder. Dev Medicine Child Neurol. 2003;45:743-745.
- Rommelse NNJ, Altink ME, Oosterlaan J, Beem L, Buschgens CJM, Buitelaar J, Sergeant JA. Speed, variability, and timing on motor output in ADHD: which measures are useful for endophenotypic research? Behav Gen. 2008;38:121-132.
- Rubia K, Taylor A, Taylor E, Sergeant J. Synchronization, anticipation, and consistency in motor timing of children with dimensionally defined attention deficit hyperactivity behavior. Percept Mot Skills. 1999;89:1237-1258.
- Coghill D, Nigg J, Rothenberger A, Sonuga-Barke EJ, Tannock R. Whither causal models in the neuroscience of ADHD? Dev Sci. 2005;8(2):105-114.
- Waldman ID. Statistical approaches to complex phenotypes: evaluating neuropsychological endophenotypes for attention-deficit/hyperactivity disorder. Biol Psychiatry. 2005;57:1347-1356.
- Rommelse NNJ, Altink ME, Oosterlaan J, Buschgens CJM, Buitelaar J, Sergeant JA. Support for an independent familial segregation of executive and intelligence endophenotypes in ADHD families. Psychol Med. 2008;38:1595- 1606.
- Himpel S, Banaschewski T, Gruttner A, Becker A, Heise A, Uebel H, Albrecht B, Rothenberger A, Rammsayer T. Duration discrimination in the range of milliseconds and seconds in children with ADHD and their unaffected siblings. Psychol Med. 2009;6:1-7.
- Slaats-Willemse D, de Sonneville L, Swaab-Barneveld H, Buitelaar J. Motor flexibility problems as a marker for genetic susceptibility to ADHD. Biol Psychiatry. 2005;58:233-238.
- Bitsakou P, Psychogiou L, Thompson M, Sonuga-Barke E. Delay aversion in Attention Deficit/Hyperactivity Disorder (ADHD): An empirical investigation of the broader phenotype. Neuropsychologia. 2009,47:446-456.
- Toplak ME, Tannock R. Tapping and anticipation performance in attention deficit hyperactivity disorder. Percept Mot Skills. 2005;100:659-675.
- Carelli MG, Forman H, Mantyla T. Sense of time and executive functioning in children and adults. Child Neuropsychol. 2008;14: 372-386.
- Engelhardt PE, Nigg JT, Carr LA, Ferreira F. Cognitive inhibition and working memory in attention-deficit hyperactivity disorder. J Abn Psychol. 2008;117:591-605.
- Kassalimis DS, Margarity M, Vlachos F. Cerebellar function, dyslexia and articulation speed. Child Neuropsych. 2008;14:303-313.
- Ramus F, Pidgeon E, Frith U. the relationship between motor control and phonology in dyslexic children. J Child Psychol Psychiatry. 2003;44:712-722.
- Taylor E, Sandberg G, Thorley G, Giles S. The epidemiology of childhood hyperactivity. Maudsley Monograph No. 33. Oxford: Oxford University Press;1991.
- Logan GD, Schachar RJ, Tannock R. Impulsivity and inhibitory control. Psychol Sci. 1997;8:60-64.
- Hogan AM, Vergha-Khadem F, Kirkham FJ, Baldeweg T. Maturation of action monitoring from adolescents to adulthood: an ERP study. Dev Sci. 2005;8:525-534.
- Kuntsi J, Oosterlaan J, Stevenson J. Psychological mechanisms in hyperactivity: I. Response inhibition deficit, working memory impairment, delay aversion, or something else? J Child Psychol Psychiatry All Discip. 2001;42:199-210.
- Bitsakou P, Antrop I, Wiersema JR, Sonuga-Barke EJS. Probing the limits of Delay Intolerance: Preliminary young adult data from the Delay Frustration Task (DeFT). J Neurosci Meth. 2006;151:38-44.
- Sonuga-Barke EJ, Taylor E. The effect of delay on hyperactive and non- hyperactive children's response times: a research note. J Child Psychol Psychiatry. 1992;33:1091-1096.
- Wetherill GB, Levitt H. Sequential estimation of points on a psychological function. Br J Math Stat Psychol. 1965;18:1-10.
- Wechsler D. Wechsler Intelligence Scale for Children (3 rd ed.). San Antonia, TX: Psychological Corporation; 1991.
- Nigg JT, Blaskey L, Stawicki J, Sachek J. Evaluating the endophenotype model of ADHD neuropsychological deficit: results for parents and siblings of children with DSM-IV ADHD combined and inattentive subtypes. J Abn Psychol. 2004;113:614-625.
- Slaats-Willemse D, Swaab-Barneveld H, de Sonneville L, van der Meulen E, Buitelaar J. Deficient response inhibition as a cognitive endophenotype of ADHD. J Am Acad Child Adolesc Psychiatry. 2003;42:1242-1248.
- Waldman ID, Nigg JT, Gizer IR, Park L, Rappley MD, Friderici K. The adrenergic receptor α-2A gene (ADRA2A) and neuropsychological executive functions as putative endophenotypes for childhood ADHD. Cogn Aff Behav Neurosci. 2006;6:18-30.
- Doyle AE, Biederman J, Seidman LJ,Reske-Nielsen JJ, Faraone S. Neuropsychological functioning in relatives of girls with and without ADHD. Psychol Med. 2005;35:1121-1132.
- Andreou P, Neale BM, Chen W, Christiansen H, Gabriels I, Heise A, et al. Reaction time performance in ADHD: improvement under fast-incentive condition and familial effects. Psychol Med. 2007;31:1-13.
- Kuntsi J, Rogers H, Swinard G, Rörger N, van der Meere J, Rijsdijk F Asherson P. Reaction time, inhibition, working memory and 'delay aversion' performance: genetic influences and their interpretation. Psychol Med. 2006;36:613-1624.
- Markomichali P, Donnelly N, Sonuga-Barke E. Cognitive training for attention, inhibition and working memory deficits: A potential treatment for ADHD? Advances in ADHD. 2009;3:89-96.
Cited by
Sorted by citations
Attention-deficit/hyperactivity disorder
Faraone, S. V., Asherson, P., Banaschewski, T., Biederman, J., Buitelaar, J. K., Ramos-Quiroga, J. A., Rohde, L. A., Sonuga-Barke, E. J. S., Tannock, R., & Franke, B. (2015) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2015.20 · Cited by 1,479 · see citing works
Self-citationHoogman, M., Bralten, J., Hibar, D. P., Mennes, M., Zwiers, M. P., Schweren, L. S. J., van Hulzen, K. J. E., Medland, S. E., Shumskaya, E., Jahanshad, N., et al. (2017) · The Lancet Psychiatry · doi:10.1016/s2215-0366(17)30049-4 · Cited by 879 · see citing works
Attention-deficit hyperactivity disorder
Posner, J., Polanczyk, G. V., & Sonuga-Barke, E. (2020) · The Lancet · doi:10.1016/s0140-6736(19)33004-1 · Cited by 835 · see citing works
Self-citationReaction time variability in ADHD: A meta-analytic review of 319 studies
Kofler, M. J., Rapport, M. D., Sarver, D. E., Raiker, J. S., Orban, S. A., Friedman, L. M., & Kolomeyer, E. G. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.06.001 · Cited by 648 · see citing works
Live fast, die young? A review on the developmental trajectories of ADHD across the lifespan
Franke, B., Michelini, G., Asherson, P., Banaschewski, T., Bilbow, A., Buitelaar, J. K., Cormand, B., Faraone, S. V., Ginsberg, Y., Haavik, J., et al. (2018) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2018.08.001 · Cited by 643 · see citing works
Cubillo, A., Halari, R., Smith, A., Taylor, E., & Rubia, K. (2012) · Cortex · doi:10.1016/j.cortex.2011.04.007 · Cited by 505 · see citing works
Fair, D. A., Bathula, D., Nikolas, M. A., & Nigg, J. T. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1115365109 · Cited by 464 · see citing works
Rommelse, N. N. J., Geurts, H. M., Franke, B., Buitelaar, J. K., & Hartman, C. A. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.02.015 · Cited by 429 · see citing works
Coghill, D., & Sonuga‐Barke, E. J. S. (2012) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2011.02511.x · Cited by 355 · see citing works
Self-citationSjöwall, D., Roth, L., Lindqvist, S., & Thorell, L. B. (2013) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12006 · Cited by 359 · see citing works
Bolea-Alamañac, B., Nutt, D. J., Adamou, M., Asherson, P., Bazire, S., Coghill, D., Heal, D., Müller, U., Nash, J., Santosh, P., et al. (2014) · Journal of Psychopharmacology · doi:10.1177/0269881113519509 · Cited by 287 · see citing works
Self-citationExecutive Functioning Heterogeneity in Pediatric ADHD
Kofler, M. J., Irwin, L. N., Soto, E. F., Groves, N. B., Harmon, S. L., & Sarver, D. E. (2019) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-018-0438-2 · Cited by 288 · see citing works
Karalunas, S. L., Geurts, H. M., Konrad, K., Bender, S., & Nigg, J. T. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12217 · Cited by 278 · see citing works
Coghill, D. R., Seth, S., Pedroso, S., Usala, T., Currie, J., & Gagliano, A. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.10.005 · Cited by 271 · see citing works
Coghill, D. R., Seth, S., & Matthews, K. (2014) · Psychological Medicine · doi:10.1017/s0033291713002547 · Cited by 242 · see citing works
Patros, C. H. G., Alderson, R. M., Kasper, L. J., Tarle, S. J., Lea, S. E., & Hudec, K. L. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.11.001 · Cited by 241 · see citing works
Durston, S., van Belle, J., & de Zeeuw, P. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.07.037 · Cited by 248 · see citing works
Samea, F., Soluki, S., Nejati, V., Zarei, M., Cortese, S., Eickhoff, S. B., Tahmasian, M., & Eickhoff, C. R. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.02.011 · Cited by 245 · see citing works
Tarver, J., Daley, D., & Sayal, K. (2014) · Child: Care, Health and Development · doi:10.1111/cch.12139 · Cited by 234 · see citing works
Bul, K. C., Kato, P. M., Van der Oord, S., Danckaerts, M., Vreeke, L. J., Willems, A., van Oers, H. J., Van Den Heuvel, R., Birnie, D., Van Amelsvoort, T. A., et al. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5173 · Cited by 158 · see citing works
“Attention-deficit/hyperactivity disorder (ADHD) is the most common childhood neurodevelopmental disorder with young patients experiencing functional impairments in different areas of daily life [1-5].”
BackgroundDovis, S., Van der Oord, S., Wiers, R. W., & Prins, P. J. M. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-011-9601-8 · Cited by 165 · see citing works
“In future research it would also be interesting to specify and map ADHD subgroups based on their cognitive and/or motivational impairments (Sonuga-Barke et al. 2010), and to include and investigate effects of comorbid-and/or related disorders (e.g., CD, ASD or learning disorders; e.g. see Demurie…”
Occupational issues of adults with ADHD
Adamou, M., Arif, M., Asherson, P., Aw, T.-C., Bolea, B., Coghill, D., Guðjónsson, G., Halmøy, A., Hodgkins, P., Müller, U., et al. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-59 · Cited by 152 · see citing works
Mostert, J. C., Onnink, A. M. H., Klein, M., Dammers, J., Harneit, A., Schulten, T., van Hulzen, K. J. E., Kan, C. C., Slaats-Willemse, D., Buitelaar, J. K., et al. (2015) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.08.010 · Cited by 142 · see citing works
Characterizing heterogeneity in children with and without ADHD based on reward system connectivity
Costa Dias, T. G., Iyer, S. P., Carpenter, S. D., Cary, R. P., Wilson, V. B., Mitchell, S. H., Nigg, J. T., & Fair, D. A. (2015) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.12.005 · Cited by 130 · see citing works
Raiker, J. S., Rapport, M. D., Kofler, M. J., & Sarver, D. E. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-011-9607-2 · Cited by 135 · see citing works
Does neurocognitive functioning predict future or persistence of ADHD? A systematic review
van Lieshout, M., Luman, M., Buitelaar, J., Rommelse, N. N. J., & Oosterlaan, J. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.02.003 · Cited by 133 · see citing works
Sonuga-Barke, E. J. S., & Fairchild, G. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.04.004 · Cited by 124 · see citing works
Self-citationAre There Executive Dysfunction Subtypes Within ADHD?
Roberts, B. A., Martel, M. M., & Nigg, J. T. (2017) · Journal of Attention Disorders · doi:10.1177/1087054713510349 · Cited by 116 · see citing works
Two novel CBTs for adolescents with ADHD: the value of planning skills
Boyer, B. E., Geurts, H. M., Prins, P. J. M., & Van der Oord, S. (2015) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-014-0661-5 · Cited by 112 · see citing works
The neurobiological link between OCD and ADHD
Brem, S., Grünblatt, E., Drechsler, R., Riederer, P., & Walitza, S. (2014) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-014-0146-x · Cited by 109 · see citing works
Executive Functioning and Emotion Regulation in Children with and without ADHD
Groves, N. B., Wells, E. L., Soto, E. F., Marsh, C. L., Jaisle, E. M., Harvey, T. K., & Kofler, M. J. (2022) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-021-00883-0 · Cited by 110 · see citing works
Karalunas, S. L., Gustafsson, H. C., Dieckmann, N. F., Tipsord, J., Mitchell, S. H., & Nigg, J. T. (2017) · Journal of Abnormal Psychology · doi:10.1037/abn0000292 · Cited by 104 · see citing works
Brain differences between persistent and remitted attention deficit hyperactivity disorder
Mattfeld, A. T., Gabrieli, J. D. E., Biederman, J., Spencer, T., Brown, A., Kotte, A., Kagan, E., & Whitfield-Gabrieli, S. (2014) · Brain · doi:10.1093/brain/awu137 · Cited by 96 · see citing works
Computer-based Cognitive Training for ADHD
Sonuga-Barke, E., Brandeis, D., Holtmann, M., & Cortese, S. (2014) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2014.05.009 · Cited by 92 · see citing works
Self-citationHeterogeneity in ADHD: Neurocognitive predictors of peer, family, and academic functioning
Kofler, M. J., Sarver, D. E., Spiegel, J. A., Day, T. N., Harmon, S. L., & Wells, E. L. (2017) · Child Neuropsychology · doi:10.1080/09297049.2016.1205010 · Cited by 94 · see citing works
Chacko, A., Kofler, M., & Jarrett, M. (2014) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-014-0171-5 · Cited by 93 · see citing works
Pulini, A. A., Kerr, W. T., Loo, S. K., & Lenartowicz, A. (2019) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.06.003 · Cited by 85 · see citing works
Kofler, M. J., Raiker, J. S., Sarver, D. E., Wells, E. L., & Soto, E. F. (2016) · Clinical Psychology Review · doi:10.1016/j.cpr.2016.04.004 · Cited by 88 · see citing works
van der Oord, S., & Tripp, G. (2020) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-020-00327-z · Cited by 91 · see citing works
“, reward and punishment sensitivity), cognition, timing, and emotional lability proposed as distinct but partly overlapping pathways toward the behaviors that define ADHD (Dovis et al. 2012; Sjöwall et al. 2013; Sonuga-Barke et al. 2010).”
Backgroundvan Hulst, B. M., de Zeeuw, P., & Durston, S. (2015) · Psychological Medicine · doi:10.1017/s0033291714001792 · Cited by 87 · see citing works
Carmona, S., Hoekzema, E., Ramos‐Quiroga, J. A., Richarte, V., Canals, C., Bosch, R., Rovira, M., Carlos Soliva, J., Bulbena, A., Tobeña, A., et al. (2012) · Human Brain Mapping · doi:10.1002/hbm.21368 · Cited by 89 · see citing works
The Roots of Autism and ADHD Twin Study in Sweden (RATSS)
Bölte, S., Willfors, C., Berggren, S., Norberg, J., Poltrago, L., Mevel, K., Coco, C., Fransson, P., Borg, J., Sitnikov, R., et al. (2014) · Twin Research and Human Genetics · doi:10.1017/thg.2014.12 · Cited by 71 · see citing works
Mechanisms of impulsive choice: II. Time-based interventions to improve self-control
Smith, A. P., Marshall, A. T., & Kirkpatrick, K. (2015) · Behavioural Processes · doi:10.1016/j.beproc.2014.10.010 · Cited by 79 · see citing works
Loo, S. K., McGough, J. J., McCracken, J. T., & Smalley, S. L. (2018) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12814 · Cited by 73 · see citing works
Rosch, K. S., Mostofsky, S. H., & Nebel, M. B. (2018) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-018-9254-9 · Cited by 69 · see citing works
Cooper, R. E., Tye, C., Kuntsi, J., Vassos, E., & Asherson, P. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.09.053 · Cited by 73 · see citing works
Deficits in Cognitive Control, Timing and Reward Sensitivity Appear to be Dissociable in ADHD
de Zeeuw, P., Weusten, J., van Dijk, S., van Belle, J., & Durston, S. (2012) · PLoS ONE · doi:10.1371/journal.pone.0051416 · Cited by 71 · see citing works
Dovis, S., Van der Oord, S., Wiers, R. W., & Prins, P. J. M. (2013) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-013-9729-9 · Cited by 67 · see citing works
Using Stimulants to Treat ADHD-Related Emotional Lability
Posner, J., Kass, E., & Hulvershorn, L. (2014) · Current psychiatry reports · doi:10.1007/s11920-014-0478-4 · Cited by 66 · see citing works
ADHD and hyperkinetic disorder
Sonuga‐Barke, E. J. S., & Taylor, E. (2015) · Rutter's Child and Adolescent Psychiatry · doi:10.1002/9781118381953.ch55 · Cited by 62 · see citing works
Self-citationMartel, M. M., Schimmack, U., Nikolas, M., & Nigg, J. T. (2015) · Psychological Assessment · doi:10.1037/pas0000088 · Cited by 59 · see citing works
Cordova, M., Shada, K., Demeter, D. V., Doyle, O., Miranda-Dominguez, O., Perrone, A., Schifsky, E., Graham, A., Fombonne, E., Langhorst, B., et al. (2020) · NeuroImage: Clinical · doi:10.1016/j.nicl.2020.102245 · Cited by 54 · see citing works
“These results support the growing supposition in the field that there may be multiple mechanistic subgroups across diagnostic categories in these neurodevelopmental disorders (Sonuga-Barke et al., 2010).”
ResultDo children with attention-deficit/hyperactivity disorder (ADHD) have set shifting deficits?
Irwin, L. N., Kofler, M. J., Soto, E. F., & Groves, N. B. (2019) · Neuropsychology · doi:10.1037/neu0000546 · Cited by 54 · see citing works
Executive function deficits in attention-deficit/hyperactivity disorder and autism spectrum disorder
Kofler, M. J., Soto, E. F., Singh, L. J., Harmon, S. L., Jaisle, E. M., Smith, J. N., Feeney, K. E., & Musser, E. D. (2024) · Nature Reviews Psychology · doi:10.1038/s44159-024-00350-9 · Cited by 51 · see citing works
“meta-analyses using traditional neuropsychological executive function tests for children with ADHD, 33–50% of cases exhibited executive function deficits (30–37% impaired working memory, 21–46% impaired inhibitory control) 87,141–146 .”
Walg, M., Hapfelmeier, G., El-Wahsch, D., & Prior, H. (2017) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-017-0971-5 · Cited by 49 · see citing works
“According to the triple pathway model [46], deficits in temporal processing may represent a primary cause of the key symptoms of ADHD in addition to inhibitory control and delay-related processes.”
BackgroundLemiere, J., Danckaerts, M., Van Hecke, W., Mehta, M. A., Peeters, R., Sunaert, S., & Sonuga-Barke, E. (2012) · Brain Research · doi:10.1016/j.brainres.2012.02.027 · Cited by 49 · see citing works
Self-citationPlanning Skills of Adolescents with ADHD
Boyer, B. E., Geurts, H. M., & Van der Oord, S. (2018) · Journal of Attention Disorders · doi:10.1177/1087054714538658 · Cited by 44 · see citing works
Patros, C. H. G., Alderson, R. M., Lea, S. E., Tarle, S. J., Kasper, L. J., & Hudec, K. L. (2015) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2014.12.016 · Cited by 43 · see citing works
Rosch, K. S., Fosco, W. D., Pelham, W. E., Waxmonsky, J. G., Bubnik, M. G., & Hawk, L. W. (2016) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-015-0031-x · Cited by 43 · see citing works
Fosco, W. D., Kofler, M. J., Alderson, R. M., Tarle, S. J., Raiker, J. S., & Sarver, D. E. (2019) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-018-0504-9 · Cited by 42 · see citing works
Are Motivation Deficits Underestimated in Patients With ADHD? A Review of the Literature
Modesto-Lowe, V., Chaplin, M., Soovajian, V., & Meyer, A. (2013) · Postgraduate Medicine · doi:10.3810/pgm.2013.07.2677 · Cited by 41 · see citing works
Functional imaging changes in the medial prefrontal cortex in adult ADHD
Salavert, J., Ramos-Quiroga, J. A., Moreno-Alcázar, A., Caseras, X., Palomar, G., Radua, J., Bosch, R., Salvador, R., McKenna, P. J., Casas, M., et al. (2018) · Journal of Attention Disorders · doi:10.1177/1087054715611492 · Cited by 39 · see citing works
Dovis, S., Van der Oord, S., Huizenga, H. M., Wiers, R. W., & Prins, P. J. M. (2015) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-014-0612-1 · Cited by 39 · see citing works
A Preliminary Neuroimaging Study of Preschool Children with ADHD
Mahone, E. M., Crocetti, D., Ranta, M. E., Gaddis, A., Cataldo, M., Slifer, K. J., Denckla, M. B., & Mostofsky, S. H. (2011) · The Clinical Neuropsychologist · doi:10.1080/13854046.2011.580784 · Cited by 38 · see citing works
Pauli-Pott, U., Schloß, S., Ruhl, I., Skoluda, N., Nater, U. M., & Becker, K. (2017) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2017.09.002 · Cited by 31 · see citing works
Bolden, J., Rapport, M. D., Raiker, J. S., Sarver, D. E., & Kofler, M. J. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-012-9619-6 · Cited by 34 · see citing works
Kofler, M. J., Groves, N. B., Chan, E. S. M., Marsh, C. L., Cole, A. M., Gaye, F., Cibrian, E., Tatsuki, M. O., & Singh, L. J. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1277583 · Cited by 35 · see citing works
Lecei, A., van Hulst, B. M., de Zeeuw, P., van der Pluijm, M., Rijks, Y., & Durston, S. (2019) · NeuroImage: Clinical · doi:10.1016/j.nicl.2018.11.011 · Cited by 27 · see citing works
Adalio, C. J., Owens, E. B., McBurnett, K., Hinshaw, S. P., & Pfiffner, L. J. (2018) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-017-0336-z · Cited by 26 · see citing works
Walg, M., Oepen, J., & Prior, H. (2015) · Journal of Attention Disorders · doi:10.1177/1087054712454570 · Cited by 24 · see citing works
ADHD Subtype Differences in Reinforcement Sensitivity and Visuospatial Working Memory
Dovis, S., Van der Oord, S., Wiers, R. W., & Prins, P. J. M. (2015) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2014.895940 · Cited by 22 · see citing works
Haijen, E. C. H. M., Hurks, P. P. M., & Kuypers, K. P. C. (2022) · Neuroscience Applied · doi:10.1016/j.nsa.2022.101012 · Cited by 20 · see citing works
Kamradt, J. M., Nigg, J. T., Friderici, K. H., & Nikolas, M. A. (2017) · Development and Psychopathology · doi:10.1017/s0954579416000195 · Cited by 19 · see citing works
Oguchi, M., Takahashi, T., Nitta, Y., & Kumano, H. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.708579 · Cited by 18 · see citing works
Irwin, L. N., Groves, N. B., Soto, E. F., & Kofler, M. J. (2020) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617720000545 · Cited by 13 · see citing works
The fronto-central N2 but not parietal P3 reflects response inhibition in the count/no-count task
Jing, J., Zhang, Z., Qi, M., & Gao, H. (2022) · Psychological Research · doi:10.1007/s00426-021-01571-w · Cited by 7 · see citing works
Newcorn, J. H., Ivanov, I., Krone, B., Li, X., Duhoux, S., White, S., Schulz, K. P., Bédard, A.-C. V., Pedraza, J., Adler, L., et al. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2023.11.037 · Cited by 7 · see citing works
- Authors
- Sonuga-Barke, E., Bitsakou, P., & Thompson, M.
- Affiliations
- Ghent University (BE)
- University of Southampton (GB)
- Corresponding author
- Sonuga-Barke, Edmund
- Venue
- Journal of the American Academy of Child & Adolescent Psychiatry
- Publisher
- Elsevier BV
- Published
- 2010-04
- Volume
- 49
- Issue
- 4
- Pages
- 345-355
- ISSN
- 0890-8567 (ISSN-L)
- OpenAlex
- W1998876544
- Cited by
- 504
- References
- 18
- Citations by year
- 2026: 8 · 2025: 21 · 2024: 23 · 2023: 31 · 2022: 32 · 2021: 43 · 2020: 41 · 2019: 28 · 2018: 41 · 2017: 33 · 2016: 38 · 2015: 35 · 2014: 46 · 2013: 30 · 2012: 33
- FWCI
- 18.34
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of the American Academy of Child & Adolescent Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- Ghent University Academic Bibliography (Ghent University) (submittedVersion, other-oa)
- ePrints Soton (University of Southampton) (submittedVersion)
- Funders
- National Institutes of Health
- Economic and Social Research Council
- National Institute of Mental Health (R01MH062873, R01 MH62873-01A1)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- attention deficit hyperactivity disorder, dual-pathway model, temporal processing, inhibitory control, delay aversion, siblings, children and adolescents
- MeSH terms
- Attention Deficit Disorder with Hyperactivity, Child, Cognition, Humans, Inhibition, Psychological, Intelligence Tests, Memory, Short-Term, Models, Neurological, Models, Psychological, Motivation, Neuropsychological Tests, Neuropsychology, Time Perception, Siblings
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review