Cited by 504Attention Deficit Hyperactivity DisorderDevelopmental and Educational NeuropsychologyNeural and Behavioral Psychology Studies

Beyond the Dual Pathway Model: Evidence for the Dissociation of Timing, Inhibitory, and Delay-Related Impairments in Attention-Deficit/Hyperactivity Disorder

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Sonuga-Barke, Edmund, Bitsakou, Paraskevi, Thompson, Margaret·2010·Journal of the American Academy of Child & Adolescent Psychiatry

Abstract

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.

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Crossref · 10.1016/j.jaac.2009.12.018

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  • 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 measured
  • Neither 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 measured
  • According 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)

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  • The 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)

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Research works printed but not linked: 51

  1. 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.
  2. 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.
  3. Toplak ME, Dockstader C Tannock R. Temporal information processing in ADHD: findings to date and new methods. J Neurosci Methods. 2006;151:15- 29.
  4. 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.
  5. 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.
  6. 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.
  7. Sonuga-Barke EJ. Causal models of Attention-Deficit/Hyperactiviy Disorder: from common simple deficits to multiple developmental pathways. Biol Psychiatry. 2005;57:1231-1238.
  8. 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.
  9. 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.
  10. 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.
  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.
  12. 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.
  13. 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.
  14. Wåhlstedt C, Thorell LB, Bohlin. Heterogeneity in ADHD: neuropsycholgical pathways, comorbidity and symptom domain. J Abn Child Psychol. 2009;37:551-564.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. Waldman ID. Statistical approaches to complex phenotypes: evaluating neuropsychological endophenotypes for attention-deficit/hyperactivity disorder. Biol Psychiatry. 2005;57:1347-1356.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. Toplak ME, Tannock R. Tapping and anticipation performance in attention deficit hyperactivity disorder. Percept Mot Skills. 2005;100:659-675.
  33. Carelli MG, Forman H, Mantyla T. Sense of time and executive functioning in children and adults. Child Neuropsychol. 2008;14: 372-386.
  34. 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.
  35. Kassalimis DS, Margarity M, Vlachos F. Cerebellar function, dyslexia and articulation speed. Child Neuropsych. 2008;14:303-313.
  36. Ramus F, Pidgeon E, Frith U. the relationship between motor control and phonology in dyslexic children. J Child Psychol Psychiatry. 2003;44:712-722.
  37. Taylor E, Sandberg G, Thorley G, Giles S. The epidemiology of childhood hyperactivity. Maudsley Monograph No. 33. Oxford: Oxford University Press;1991.
  38. Logan GD, Schachar RJ, Tannock R. Impulsivity and inhibitory control. Psychol Sci. 1997;8:60-64.
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. Wetherill GB, Levitt H. Sequential estimation of points on a psychological function. Br J Math Stat Psychol. 1965;18:1-10.
  44. Wechsler D. Wechsler Intelligence Scale for Children (3 rd ed.). San Antonia, TX: Psychological Corporation; 1991.
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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

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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
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

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