Hostname: page-component-76fb5796d-skm99 Total loading time: 0 Render date: 2024-04-28T00:18:57.965Z Has data issue: false hasContentIssue false

ADHD and Stroop interference from age 9 to age 41 years: a meta-analysis of developmental effects

Published online by Cambridge University Press:  29 January 2008

K. Schwartz*
Affiliation:
Department of Psychology, Center for Health and Behavior, Syracuse University, Syracuse, NY, USA
P. Verhaeghen
Affiliation:
Department of Psychology, Center for Health and Behavior, Syracuse University, Syracuse, NY, USA
*
*Address for correspondence: K. Schwartz, 430 Huntington Hall, Syracuse University, Syracuse, NY 13244-2340, USA. (Email: kschwa01@syr.edu)

Abstract

Background

In this meta-analysis, we investigated whether response inhibition is sensitive to attention deficit hyperactivity disorder (ADHD) status and, if so, what influence maturation has on this attentional symptom of ADHD.

Method

We examined 25 studies that reported data on the Stroop color word test in children and adults with ADHD and in age-matched controls; average ages ranged from 9 to 41 years. We utilized a hierarchical approach to analyze the strength of the Stroop effect and whether the effect varies as a function of age. Additionally, we assessed potential differences in maturation rates based on reaction time (RT) of color and color-word conditions.

Results

First, we found that the relationship between color-word and color RT was multiplicative, and the slope of this function (the ratio of color-word RT over color RT) was identical across age groups and ADHD status. Second, we found that although ADHD individuals were on average 1.14 times slower than age-matched controls in both the color and the color-word condition, the maturation rate was identical for both groups.

Conclusions

The results from this analysis indicate that the Stroop interference effect is not larger in ADHD individuals than in age-matched controls. Further, we did not find evidence for differential maturation rates for persons with ADHD and the control groups. The Stroop interference effect appears to be immune to age, regardless of ADHD status.

Type
Original Articles
Copyright
Copyright © 2008 Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

APA (1994). Diagnostic and Statistical Manual of Mental Disorders, 4th edn. American Psychological Association: Washington, DC.Google Scholar
August, GJ, Garfinkel, BD (1989). Behavioral and cognitive subtypes of ADHD. Journal of the American Academy of Child and Adolescent Psychiatry 28, 739748.CrossRefGoogle ScholarPubMed
August, GJ, Garfinkel, BD (1990). Comorbidity of ADHD and reading disability among clinic-referred children. Journal of Abnormal Child Psychology 18, 2945.CrossRefGoogle ScholarPubMed
Barkley, R (1997 b). Age dependent decline in ADHD: true recovery or statistical illusion? The ADHD Report 5, 15.Google Scholar
Barkley, RA (1990). Attention Deficit Hyperactivity Disorder: A Handbook for Diagnosis and Treatment. Guilford Press: New York.Google Scholar
Barkley, RA (1994). Impaired delayed responding: a unified theory of attention-deficit hyperactivity disorder. In Disruptive Behavior Disorders in Childhood (ed. Routh, D. K.), pp. 1157. Plenum Press: New York.CrossRefGoogle Scholar
Barkley, RA (1997 a). Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychological Bulletin 121, 6594.CrossRefGoogle ScholarPubMed
Barkley, RA (1998). Attention Deficit Hyperactivity Disorder. The Guilford Press: New York.Google ScholarPubMed
Biederman, J, Faraone, SV, Lapey, K (1992). Comorbidity of diagnosis in attention-deficit hyperactivity disorder. In Child and Adolescent Psychiatry Clinics of North America: Attention Deficit Disorder (ed. Weiss, G.), pp. 335360. W. B. Saunders: Philadelphia, PA.Google Scholar
Boonstra, AM, Oosterlaan, J, Sergeant, JA, Buitelaar, JK (2005). Executive functioning in adult ADHD: a meta-analytic review. Psychological Medicine 35, 10971108.CrossRefGoogle ScholarPubMed
Cerella, J, Hale, S (1994). The rise and fall in information-processing rates over the life span. Acta Psychologica 86, 109197.CrossRefGoogle ScholarPubMed
Cohen, JD, Dunbar, K, McClelland, JL (1990). On the control of automatic processes: a parallel distributed processing account of the Stroop effect. Psychological Review 97, 332361.CrossRefGoogle ScholarPubMed
Cohen, JD, Huston, TA (1994). Progress in the use of interactive models for understanding attention and performance. In Attention and Performance XV (ed. Urnilta, C. and Moscovitch, M.), pp. 119. MIT Press: Cambridge, MA.Google Scholar
Cohen, JD, Servan-Schreiber, D (1992). Context, cortex and dopamine: a connectionist approach to behavior and biology in schizophrenia. Psychological Review 99, 4577.CrossRefGoogle ScholarPubMed
Corbett, B, Stanczak, DE (1999). Neuropsychological performance of adults evidencing attention-deficit hyperactivity disorder. Archives of Clinical Neuropsychology 14, 373387.CrossRefGoogle ScholarPubMed
Doyle, AE, Biederman, J, Seidman, LJ, Reske-Nielsen, JJ, Faraone, SV (2005). Neuropsychological functioning in relatives of girls with and without ADHD. Psychological Medicine 35, 11211132.CrossRefGoogle ScholarPubMed
Doyle, AE, Biederman, J, Seidman, LJ, Weber, W, Faraone, SV (2000). Diagnostic efficiency of neuropsychological test scores for discriminating boys with and without attention deficit-hyperactivity disorder. Journal of Clinical and Consulting Psychology 68, 477488.CrossRefGoogle ScholarPubMed
Dykman, R, Ackerman, PT (1991). ADD and specific reading disability: separate but often overlapping disorders. Journal of Learning Disabilities 28, 272290.Google Scholar
Faraone, SV, Biederman, J, Mick, E (2005 a). The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychological Medicine 35, 17.Google Scholar
Faraone, SV, Biederman, J, Spencer, T, Michelson, D, Adler, L, Reimherr, F, Seidman, L (2005 b). Atomoxetine and Stroop task performance in adult attention-deficit/hyperactivity disorder. Journal of Child and Adolescent Psychopharmacology 15, 664670.CrossRefGoogle ScholarPubMed
Faraone, SV, Biederman, J, Spencer, T, Wilens, T, Seidman, LJ, Mick, E, Doyle, A (2000). Attention deficit hyperactivity disorder in adults: an overview. Biological Psychiatry 48, 920.CrossRefGoogle ScholarPubMed
Faraone, SV, Sergeant, J, Gillberg, C, Biederman, J (2003). The worldwide prevalence of ADHD: is it an American condition? World Psychiatry 2, 104113.Google ScholarPubMed
Gaultney, JF, Kipp, K, Weinstein, J, McNeill, J (1999). Inhibition and mental effort in attention deficit hyperactivity disorder. Journal of Developmental and Physical Disabilities 11, 105114.CrossRefGoogle Scholar
Goldberg, MC, Mostofsky, SH, Cutting, LE, Mahone, EM, Astor, BC, Denckla, MB, Landa, RJ (2005). Subtle executive impairment in children with autism and children with ADHD. Journal of Autism and Developmental Disorders 35, 279293.CrossRefGoogle ScholarPubMed
Golden, CJ (1978). The Stroop Color and Word Test. Stoelting Company: Chicago, IL.Google Scholar
Golden, ZL, Golden, CJ (2002). Patterns of performance on the Stroop color and word test in children with learning, attentional, and psychiatric disabilities. Psychology in the School 39, 489495.CrossRefGoogle Scholar
Grodzinsky, GM, Diamond, R (1992). Frontal lobe functioning in boys with attention-deficit hyperactivity disorder. Developmental Neuropsychology 8, 427445.CrossRefGoogle Scholar
Gualtieri, CT, Johnson, LG (2006). Efficient allocation of attentional resources in patients with ADHD: Maturation changes from age 10 to 29. Journal of Attention Disorders 9, 534542.CrossRefGoogle ScholarPubMed
Hedges, LV, Olkin, I (1985). Statistical Methods for Meta-Analysis. Academic Press: New York.Google Scholar
Hill, JC, Schoener, EP (1996). Age-dependent decline of attention deficit hyperactivity disorder. American Journal of Psychiatry 153, 11431146.Google ScholarPubMed
Homack, S, Riccio, CA (2004). A meta-analysis of the sensitivity and specificity of the Stroop color and word test with children. Archives of Clinical Neuropsychology 19, 725743.CrossRefGoogle ScholarPubMed
Houghton, S, Douglas, G, West, J, Whiting, K, Wall, M, Langsford, S, Powell, L, Carroll, A (1999). Differential patterns of executive function in children with attention-deficit hyperactivity disorder according to gender and subtype. Journal of Child Neurology 14, 801805.CrossRefGoogle ScholarPubMed
Johnson, DE, Epstein, JN, Waid, LR, Latham, PK, Voronin, KE, Anton, RF (2001). Neuropsychological performance deficits in adults with attention deficit/hyperactivity disorder. Archives of Clinical Neuropsychology 16, 587604.CrossRefGoogle ScholarPubMed
Kail, R (1988). Developmental functions for speeds of cognitive processes. Journal of Experimental Child Psychology 54, 288307.Google Scholar
Lufi, D, Cohen, A, Parish-Plass, J (1990). Identifying attention deficit hyperactive disorder with the WISC-R and the Stroop color and word test. Psychology in the Schools 27, 2834.3.0.CO;2-L>CrossRefGoogle Scholar
Michelson, D, Adler, L, Spencer, T, Reimherr, F, West, S, Allen, A, Kelsey, D, Wenicke, J, Dietrich, A, Milton, D (2001). Atomoxetine in adults with ADHD: two randomized, placebo-controlled studies. Biological Psychiatry 53, 112120.CrossRefGoogle Scholar
Miyake, A, Friedman, NP, Emerson, MJ, Witzki, AH, Howerter, A, Wager, T (2000). The unity and diversity of executive functions and their contributions to complex ‘frontal lobe’ tasks: a latent variable analysis. Cognitive Psychology 41, 49100.CrossRefGoogle ScholarPubMed
Murphy, K, Barkley, R (1996). Prevalence of DSM-IV symptoms of ADHD in adult licensed drivers: implications for clinical diagnosis. Journal of Attention Disorders 1, 147161.CrossRefGoogle Scholar
Nadeau, K (1995). Attention Deficit Hyperactivity Disorder in Adults: A Handbook. New York: Brunner/Mazel.Google Scholar
Nigg, JT (2001). Is ADHD a disinhibitory disorder? Psychological Bulletin 127, 571598.CrossRefGoogle ScholarPubMed
Nigg, JT, Blasket, LG, Huang-Pollock, CL, Rappley, MD (2002). Neuropsychological executive functions and DSM-IV ADHD subtypes. Journal of the American Academy of Child and Adolescent Psychiatry 41, 5966.CrossRefGoogle ScholarPubMed
Pennington, BF, Ozonoff, S (1996). Executive functions and developmental psychopathology. Journal of Child Psychology and Psychiatry, and Allied Disciplines 37, 5187.CrossRefGoogle ScholarPubMed
Rapport, LJ, VanVoorhis, A, Tzelepis, A, Friedman, SR (2001). Executive functioning in adult attention-deficit hyperactivity disorder. Clinical Neuropsychology 15, 479491.CrossRefGoogle ScholarPubMed
Reeve, WV, Schandler, SL (2001). Frontal lobe functioning in adolescents with attention deficit hyperactivity disorder. Adolescence 36, 749765.Google ScholarPubMed
Riordan, HJ, Flashman, LA, Saykin, AJ, Frutiger, SA, Carroll, KE, Huey, L (1999). Neuropsychological correlates of methylphenidate treatment in adult ADHD with and without depression. Archives of Clinical Neuropsychology 14, 217233.CrossRefGoogle ScholarPubMed
Rucklidge, JJ, Tannock, R (2002). Neuropsychological profiles of adolescents with ADHD: effects of reading difficulties and gender. Journal of Child Psychology and Psychiatry 43, 9881003.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Faraone, SV, Weber, W, Mennin, D, Jones, J (1997 a). A pilot study of neuropsychological function in girls with ADHD. Journal of the American Academy of Child and Adolescent Psychiatry 36, 366373.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Faraone, SV, Weber, W, Ouellette, C (1997 b). Toward defining a neuropsychology of attention deficit-hyperactivity disorder: performance of children and adolescents from a large clinically referred sample. Journal of Consulting and Clinical Psychology 65, 150160.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Monuteaux, MC, Doyle, AE, Faraone, SV (2001). Learning disabilities and executive dysfunction in boys with attention-deficit/hyperactivity disorder. Neuropsychology 15, 544556.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Monuteaux, MC, Valera, E, Doyle, AE, Faraone, SV (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, 79105.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Monuteaux, MC, Weber, W, Faraone, SV (2000). Neuropsychological functioning in nonreferred siblings of children with attention deficit/hyperactivity disorder. Journal of Abnormal Psychology 109, 252265.CrossRefGoogle ScholarPubMed
Seidman, LJ, Biederman, J, Weber, W, Hatch, M, Faraone, SV (1998). Neuropsychological function in adults with attention deficit hyperactivity disorder. Biological Psychology 44, 260268.Google ScholarPubMed
Semrud-Clikeman, M, Biederman, J, Sprich-Buckminister, S, Lehman, BK, Faraone, SV, Norman, D (1992). Comorbidiity between ADHD and learning disability: a review and report in a clinically referred sample. Journal of the American Academy of Child and Adolescent Psychiatry 31, 439448.CrossRefGoogle Scholar
Semrud-Clikeman, M, Steingard, RJ, Filipek, P, Biederman, J, Bekken, K, Renshaw, PF (2000). Using MRI to examine brain-behavior relationships in males with attention deficit disorder with hyperactivity. Journal of the American Academy of Child and Adolescent Psychiatry 39, 477484.CrossRefGoogle ScholarPubMed
Shaffer, D (1994). Attention deficit hyperactivity disorder in adults. American Journal of Psychiatry 151, 633638.Google ScholarPubMed
Slaats-Willemse, D, Swaab-Barneveld, H, de Sonneville, L, van der Meulen, E, Buitelaar, J (2003). Deficient response inhibition as a cognitive endophenotype of ADHD. Journal of the American Academy of Child and Adolescent Psychiatry 42, 12421248.CrossRefGoogle ScholarPubMed
Stroop, JR (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology 18, 643662.CrossRefGoogle Scholar
Tannock, R, Martinussen, R, Frijters, J (2000). Naming speed performance and stimulant effects indicate effortful, semantic processing deficits in attention-deficit/hyperactivity disorder. Journal of Abnormal Child Psychology 28, 237252.CrossRefGoogle ScholarPubMed
van Mourik, R, Oosterlaan, J, Sergeant, JA (2005). The Stroop revisited: a meta-analysis of interference control in AD/HD. Journal of Child Psychology and Psychiatry 46, 150165.CrossRefGoogle ScholarPubMed
Verhaeghen, P, Cerella, J (2002). Aging, executive control, and attention: a review of meta-analyses. Neuroscience and Biobehavioral Reviews 26, 849857.CrossRefGoogle ScholarPubMed
Verhaeghen, P, De Meersman, L (1998). Aging and the Stroop effect: a meta-analysis. Psychology and Aging 13, 120126.CrossRefGoogle ScholarPubMed
Walker, AJ, Shores, EA, Trollor, JN, Lee, T, Sachdev, PS (2000). Neuropsychological functioning of adults with attention deficit hyperactivity disorder. Journal of Clinical and Experimental Neuropsychology 22, 115124.CrossRefGoogle ScholarPubMed
Weiss, G, Hechtman, LT (1993). Hyperactive Children Grown Up: ADHD in Children, Adolescents, and Adults. Guilford Press: New York.Google Scholar
Willcutt, EG, Pennington, BF, Boada, R, Ogline, JS, Tunick, RA, Chhabildas, NA, Olson, RK (2001). A comparison of the cognitive deficits in reading disability and attention-deficit hyperactivity disorder. Journal of Abnormal Psychology 110, 157172.CrossRefGoogle ScholarPubMed