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Gepubliceerd in: Research on Child and Adolescent Psychopathology 2/2019

28-04-2018

Executive Functioning Heterogeneity in Pediatric ADHD

Auteurs: Michael J. Kofler, Lauren N. Irwin, Elia F. Soto, Nicole B. Groves, Sherelle L. Harmon, Dustin E. Sarver

Gepubliceerd in: Research on Child and Adolescent Psychopathology | Uitgave 2/2019

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Abstract

Neurocognitive heterogeneity is increasingly recognized as a valid phenomenon in ADHD, with most estimates suggesting that executive dysfunction is present in only about 33%–50% of these children. However, recent critiques question the veracity of these estimates because our understanding of executive functioning in ADHD is based, in large part, on data from single tasks developed to detect gross neurological impairment rather than the specific executive processes hypothesized to underlie the ADHD phenotype. The current study is the first to comprehensively assess heterogeneity in all three primary executive functions in ADHD using a criterion battery that includes multiple tests per construct (working memory, inhibitory control, set shifting). Children ages 8–13 (M = 10.37, SD = 1.39) with and without ADHD (N = 136; 64 girls; 62% Caucasian/Non-Hispanic) completed a counterbalanced series of executive function tests. Accounting for task unreliability, results indicated significantly improved sensitivity and specificity relative to prior estimates, with 89% of children with ADHD demonstrating objectively-defined impairment on at least one executive function (62% impaired working memory, 27% impaired inhibitory control, 38% impaired set shifting; 54% impaired on one executive function, 35% impaired on two or all three executive functions). Children with working memory deficits showed higher parent- and teacher-reported ADHD inattentive and hyperactive/impulsive symptoms (BF10 = 5.23 × 104), and were slightly younger (BF10 = 11.35) than children without working memory deficits. Children with vs. without set shifting or inhibitory control deficits did not differ on ADHD symptoms, age, gender, IQ, SES, or medication status. Taken together, these findings confirm that ADHD is characterized by neurocognitive heterogeneity, while suggesting that contemporary, cognitively-informed criteria may provide improved precision for identifying a smaller number of neuropsychologically-impaired subtypes than previously described.
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1
As recommended in the K-SADS, oppositional defiant disorder was diagnosed clinically only with evidence of multi-informant/multi-setting symptoms. ODD comorbidity is 48% in the ADHD group and 16% in the Non-ADHD group based on parent-reported symptom counts.
 
2
Stop-signal reaction time (SSRT) was also computed for each task block due to current debate in the literature regarding the optimal metric for estimating inhibitory control from the stop-signal task. When substituted for SSD, these SSRT variables failed to load with the inhibitory control variables from the go/no-go task when factor analyzed (loadings = 0.06–0.28), and were therefore excluded from further analysis.
 
Literatuur
go back to reference 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(5), 745–758.PubMedCrossRef 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(5), 745–758.PubMedCrossRef
go back to reference Alderson, R. M., Rapport, M. D., Sarver, D. E., & Kofler, M. J. (2008). ADHD and behavioral inhibition: A re-examination of the stop-signal task. Journal of Abnormal Child Psychology, 36, 989–998.PubMedCrossRef Alderson, R. M., Rapport, M. D., Sarver, D. E., & Kofler, M. J. (2008). ADHD and behavioral inhibition: A re-examination of the stop-signal task. Journal of Abnormal Child Psychology, 36, 989–998.PubMedCrossRef
go back to reference Alderson, R. M., Rapport, M. D., Kasper, L. J., Sarver, D. E., & Kofler, M. J. (2012). Hyperactivity in boys with attention deficit/hyperactivity disorder (ADHD): The association between deficient behavioral inhibition, attentional processes, and objectively measured activity. Child Neuropsychology, 18(5), 487–505.PubMedCrossRef Alderson, R. M., Rapport, M. D., Kasper, L. J., Sarver, D. E., & Kofler, M. J. (2012). Hyperactivity in boys with attention deficit/hyperactivity disorder (ADHD): The association between deficient behavioral inhibition, attentional processes, and objectively measured activity. Child Neuropsychology, 18(5), 487–505.PubMedCrossRef
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, D.C.: American Psychiatric Association.CrossRef American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, D.C.: American Psychiatric Association.CrossRef
go back to reference Baddeley, A. (2007). Working memory, thought, and action. Oxford Press. Baddeley, A. (2007). Working memory, thought, and action. Oxford Press.
go back to reference Baddeley, A. (2012). Working memory: Theories, models, and controversies. Annual Review of Psychology, 63, 1–29.PubMedCrossRef Baddeley, A. (2012). Working memory: Theories, models, and controversies. Annual Review of Psychology, 63, 1–29.PubMedCrossRef
go back to reference Bezdjian, S., Baker, L. A., Lozano, D. I., & Raine, A. (2009). Assessing inattention and impulsivity in children during the Go/NoGo task. British Journal of Developmental Psychology, 27, 365–383.PubMedCrossRef Bezdjian, S., Baker, L. A., Lozano, D. I., & Raine, A. (2009). Assessing inattention and impulsivity in children during the Go/NoGo task. British Journal of Developmental Psychology, 27, 365–383.PubMedCrossRef
go back to reference Biederman, J., Monuteaux, M. C., Doyle, A. E., Seidman, L. J., Wilens, T. E., Ferrero, F., et al. (2004). Impact of executive function deficits and attention-deficit/hyperactivity disorder (ADHD) on academic outcomes in children. Journal of Consulting and Clinical Psychology, 72(5), 757.PubMedCrossRef Biederman, J., Monuteaux, M. C., Doyle, A. E., Seidman, L. J., Wilens, T. E., Ferrero, F., et al. (2004). Impact of executive function deficits and attention-deficit/hyperactivity disorder (ADHD) on academic outcomes in children. Journal of Consulting and Clinical Psychology, 72(5), 757.PubMedCrossRef
go back to reference Castellanos, F. X., & Tannock, R. (2002). Neuroscience of attention-deficit/hyperactivity disorder: the search for endophenotypes. Nature Reviews Neuroscience, 3(8), 617–628.PubMedCrossRef Castellanos, F. X., & Tannock, R. (2002). Neuroscience of attention-deficit/hyperactivity disorder: the search for endophenotypes. Nature Reviews Neuroscience, 3(8), 617–628.PubMedCrossRef
go back to reference Chacko, A., Kofler, M., & Jarrett, M. (2014). Improving outcomes for youth with ADHD: A conceptual framework for combined neurocognitive and skill-based treatment approaches. Clinical Child and Family Psychology Review, 17(4), 368–384.PubMedPubMedCentralCrossRef Chacko, A., Kofler, M., & Jarrett, M. (2014). Improving outcomes for youth with ADHD: A conceptual framework for combined neurocognitive and skill-based treatment approaches. Clinical Child and Family Psychology Review, 17(4), 368–384.PubMedPubMedCentralCrossRef
go back to reference Coghill, D., Nigg, J., Rothenberger, A., Sonuga-Barke, E., & Tannock, R. (2005). Whither causal models in the neuroscience of ADHD? Developmental Science, 8(2), 105–114.PubMedCrossRef Coghill, D., Nigg, J., Rothenberger, A., Sonuga-Barke, E., & Tannock, R. (2005). Whither causal models in the neuroscience of ADHD? Developmental Science, 8(2), 105–114.PubMedCrossRef
go back to reference Coghill, D. R., Seth, S., & Matthews, K. (2014). A comprehensive assessment of memory, delay aversion, timing, inhibition, decision making and variability in attention deficit hyperactivity disorder: advancing beyond the three-pathway models. Psychological Medicine, 44, 1989–2001.PubMedCrossRef Coghill, D. R., Seth, S., & Matthews, K. (2014). A comprehensive assessment of memory, delay aversion, timing, inhibition, decision making and variability in attention deficit hyperactivity disorder: advancing beyond the three-pathway models. Psychological Medicine, 44, 1989–2001.PubMedCrossRef
go back to reference Conway, A. R. A., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005). Working memory span tasks: A methodological review and user’s guide. Psychonomic Bulletin and Review, 12(5), 769–786.PubMedCrossRef Conway, A. R. A., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005). Working memory span tasks: A methodological review and user’s guide. Psychonomic Bulletin and Review, 12(5), 769–786.PubMedCrossRef
go back to reference Cortese, S., Kelly, C., Chabernaud, C., Proal, E., Di Martino, A., Milham, M. P., & Castellanos, F. X. (2012). Toward systems neuroscience of ADHD: A meta-analysis of 55 fMRI studies. American Journal of Psychiatry, 169(10), 1038–1055. Cortese, S., Kelly, C., Chabernaud, C., Proal, E., Di Martino, A., Milham, M. P., & Castellanos, F. X. (2012). Toward systems neuroscience of ADHD: A meta-analysis of 55 fMRI studies. American Journal of Psychiatry, 169(10), 1038–1055.
go back to reference DiStefano, C., Zhu, M., & Mîndrilă, D. (2009). Understanding and using factor scores: Considerations for the applied researcher. Practical Assessment, Research and Evaluation, 14, 1–11. DiStefano, C., Zhu, M., & Mîndrilă, D. (2009). Understanding and using factor scores: Considerations for the applied researcher. Practical Assessment, Research and Evaluation, 14, 1–11.
go back to reference DuPaul, G. J., Power, T. J., Anastopoulos, A. D., & Reid, R. (2016). ADHD rating scale-5 for children and adolescents: Checklists, norms, and clinical interpretation. New York: Guilford Press. DuPaul, G. J., Power, T. J., Anastopoulos, A. D., & Reid, R. (2016). ADHD rating scale-5 for children and adolescents: Checklists, norms, and clinical interpretation. New York: Guilford Press.
go back to reference Engle, R. W., Tuholski, S. W., Laughlin, J. E., & Conway, A. R. A. (1999). Working memory, short-term memory, and general fluid intelligence: A latent variable approach. Journal of Experimental Psychology: General, 125, 309–331.CrossRef Engle, R. W., Tuholski, S. W., Laughlin, J. E., & Conway, A. R. A. (1999). Working memory, short-term memory, and general fluid intelligence: A latent variable approach. Journal of Experimental Psychology: General, 125, 309–331.CrossRef
go back to reference Engle, R. W., & Kane, M. J. (2004). Executive attention, working memory capacity, and a two-factor theory of cognitive control. Psychology of Learning and Motivation, 44, 145–200.CrossRef Engle, R. W., & Kane, M. J. (2004). Executive attention, working memory capacity, and a two-factor theory of cognitive control. Psychology of Learning and Motivation, 44, 145–200.CrossRef
go back to reference Fair, D. A., Bathula, D., Nikolas, M. A., & Nigg, J. T. (2012). Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD. Proceedings of the National Academy of Sciences of the United States of America, 109(17), 6769–6774.PubMedPubMedCentralCrossRef Fair, D. A., Bathula, D., Nikolas, M. A., & Nigg, J. T. (2012). Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD. Proceedings of the National Academy of Sciences of the United States of America, 109(17), 6769–6774.PubMedPubMedCentralCrossRef
go back to reference Friedman, N. P., & Miyake, A. (2017). Unity and diversity of executive functions: Individual differences as a window on cognitive structure. Cortex, 86, 186–204.CrossRefPubMed Friedman, N. P., & Miyake, A. (2017). Unity and diversity of executive functions: Individual differences as a window on cognitive structure. Cortex, 86, 186–204.CrossRefPubMed
go back to reference Friedman, L. M., Rapport, M. D., Raiker, J. S., Orban, S. A., & Eckrich, S. J. (2017). Reading comprehension in boys with ADHD: The mediating roles of working memory and orthographic conversion. Journal of Abnormal Child Psychology, 45(2), 273–287.PubMedCrossRef Friedman, L. M., Rapport, M. D., Raiker, J. S., Orban, S. A., & Eckrich, S. J. (2017). Reading comprehension in boys with ADHD: The mediating roles of working memory and orthographic conversion. Journal of Abnormal Child Psychology, 45(2), 273–287.PubMedCrossRef
go back to reference Geurts, H. M., van der Oord, S., & Crone, E. A. (2006). Hot and cool aspects of cognitive control in children with ADHD: Decision-making and inhibition. Journal of Abnormal Child Psychology, 34(6), 813–824.PubMedCrossRef Geurts, H. M., van der Oord, S., & Crone, E. A. (2006). Hot and cool aspects of cognitive control in children with ADHD: Decision-making and inhibition. Journal of Abnormal Child Psychology, 34(6), 813–824.PubMedCrossRef
go back to reference Gomez, R., & Sanson, A. (1994). Effects of experimenter and mother presence on the attentional performance and activity of hyperactive boys. Journal of Abnormal Child Psychology, 22, 517–529.PubMedCrossRef Gomez, R., & Sanson, A. (1994). Effects of experimenter and mother presence on the attentional performance and activity of hyperactive boys. Journal of Abnormal Child Psychology, 22, 517–529.PubMedCrossRef
go back to reference Hogarty, K. Y., Hines, C. V., Kromrey, J. D., Ferron, J. M., & Mumford, K. R. (2005). The quality factor solutions in exploratory factor analysis: The influence of sample size, communality, and overdetermination. Educational and Psychological Measurement, 65, 202–226.CrossRef Hogarty, K. Y., Hines, C. V., Kromrey, J. D., Ferron, J. M., & Mumford, K. R. (2005). The quality factor solutions in exploratory factor analysis: The influence of sample size, communality, and overdetermination. Educational and Psychological Measurement, 65, 202–226.CrossRef
go back to reference Hollingshead, A.B. (1975). Four factor index of social status. Yale: New Haven. Hollingshead, A.B. (1975). Four factor index of social status. Yale: New Haven.
go back to reference Hudec, K. L., Alderson, R. M., Patros, C. H. G., Lea, S. E., Tarle, S. J., & Kasper, L. J. (2015). Hyperactivity in boys with attention-deficit/hyperactivity disorder (ADHD): The role of executive and non-executive functions. Research in Developmental Disabilities, 45, 103–109.PubMedCrossRef Hudec, K. L., Alderson, R. M., Patros, C. H. G., Lea, S. E., Tarle, S. J., & Kasper, L. J. (2015). Hyperactivity in boys with attention-deficit/hyperactivity disorder (ADHD): The role of executive and non-executive functions. Research in Developmental Disabilities, 45, 103–109.PubMedCrossRef
go back to reference Jacobson, N. S., & Truax, P. (1991). Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. Journal of Consulting and Clinical Psychology, 59, 12–19.CrossRefPubMed Jacobson, N. S., & Truax, P. (1991). Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. Journal of Consulting and Clinical Psychology, 59, 12–19.CrossRefPubMed
go back to reference Jaroslawska, A. J., Gathercole, S. E., Allen, R. J., & Holmes, J. (2016). Following instructions from working memory: why does action at encoding and recall help? Memory & Cognition, 44(8), 1183–1191.CrossRef Jaroslawska, A. J., Gathercole, S. E., Allen, R. J., & Holmes, J. (2016). Following instructions from working memory: why does action at encoding and recall help? Memory & Cognition, 44(8), 1183–1191.CrossRef
go back to reference JASP Team. (2017). JASP (Version 0.8.2 software). JASP Team. (2017). JASP (Version 0.8.2 software).
go back to reference Kane, M. J., & Engle, R. W. (2003). Working-memory capacity and the control of attention: The contributions of goal neglect, response competition, and task set to Stroop interference. Journal of Experimental Psychology: General, 132(1), 47–70.CrossRef Kane, M. J., & Engle, R. W. (2003). Working-memory capacity and the control of attention: The contributions of goal neglect, response competition, and task set to Stroop interference. Journal of Experimental Psychology: General, 132(1), 47–70.CrossRef
go back to reference Karalunas, S. L., Gustafsson, H. C., Dieckmann, N. F., Tipsord, J., Mitchell, S. H., & Nigg, J. T. (2017). Heterogeneity in development of aspects of working memory predicts longitudinal attention deficit hyperactivity disorder symptom change. Journal of Abnormal Psychology, 126(6), 774.PubMedPubMedCentralCrossRef Karalunas, S. L., Gustafsson, H. C., Dieckmann, N. F., Tipsord, J., Mitchell, S. H., & Nigg, J. T. (2017). Heterogeneity in development of aspects of working memory predicts longitudinal attention deficit hyperactivity disorder symptom change. Journal of Abnormal Psychology, 126(6), 774.PubMedPubMedCentralCrossRef
go back to reference Kasper, L. J., Alderson, R. M., & Hudec, K. L. (2012). Moderators of working memory deficits in children with attention-deficit/hyperactivity disorder (ADHD): a meta-analytic review. Clinical Psychology Review, 32(7), 605–617.PubMedCrossRef Kasper, L. J., Alderson, R. M., & Hudec, K. L. (2012). Moderators of working memory deficits in children with attention-deficit/hyperactivity disorder (ADHD): a meta-analytic review. Clinical Psychology Review, 32(7), 605–617.PubMedCrossRef
go back to reference Kaufman, J., Birmaher, B., Brent, D., et al. (1997). Schedule for affective disorders and schizophrenia for school-age children (K-SADS-PL): Initial reliability and validity data. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 980–988.PubMedCrossRef Kaufman, J., Birmaher, B., Brent, D., et al. (1997). Schedule for affective disorders and schizophrenia for school-age children (K-SADS-PL): Initial reliability and validity data. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 980–988.PubMedCrossRef
go back to reference Kofler, M. J., Rapport, M. D., Bolden, J., Sarver, D. E., & Raiker, J. S. (2010). ADHD and working memory: The impact of central executive deficits and exceeding storage/rehearsal capacity on observed inattentive behavior. Journal of Abnormal Child Psychology, 38, 149–161.PubMedCrossRef Kofler, M. J., Rapport, M. D., Bolden, J., Sarver, D. E., & Raiker, J. S. (2010). ADHD and working memory: The impact of central executive deficits and exceeding storage/rehearsal capacity on observed inattentive behavior. Journal of Abnormal Child Psychology, 38, 149–161.PubMedCrossRef
go back to reference 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.PubMedCrossRef 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.PubMedCrossRef
go back to reference Kofler, M. J., Alderson, R. M., Raiker, J. S., Bolden, J., Sarver, D. E., & Rapport, M. D. (2014). Working memory and intraindividual variability as indicators in ADHD. Neuropsychology, 28, 459–471.PubMedCrossRef Kofler, M. J., Alderson, R. M., Raiker, J. S., Bolden, J., Sarver, D. E., & Rapport, M. D. (2014). Working memory and intraindividual variability as indicators in ADHD. Neuropsychology, 28, 459–471.PubMedCrossRef
go back to reference Kofler, M. J., Sarver, D. E., Spiegel, J. A., Day, T. N., Harmon, S. L., & Wells, E. L. (2016). Heterogeneity in ADHD: Neurocognitive predictors of peer, family, and academic functioning. Child Neuropsychology, 23(6), 733–759.PubMedPubMedCentralCrossRef Kofler, M. J., Sarver, D. E., Spiegel, J. A., Day, T. N., Harmon, S. L., & Wells, E. L. (2016). Heterogeneity in ADHD: Neurocognitive predictors of peer, family, and academic functioning. Child Neuropsychology, 23(6), 733–759.PubMedPubMedCentralCrossRef
go back to reference Kofler, M. J., Sarver, D. E., Harmon, S. L., Moltisanti, A., Aduen, P. A., Soto, E. F., & Ferretti, N. (2017). Working memory and organizational skills problems in ADHD. Journal of Child Psychology and Psychiatry. Kofler, M. J., Sarver, D. E., Harmon, S. L., Moltisanti, A., Aduen, P. A., Soto, E. F., & Ferretti, N. (2017). Working memory and organizational skills problems in ADHD. Journal of Child Psychology and Psychiatry.
go back to reference Kofler, M. J., Sarver, D. E., Harmon, S. L., Moltisanti, A., Aduen, P. A., Soto, E. F., & Ferretti, N. (2018). Working memory and organizational skills problems in ADHD. Journal of Child Psychology and Psychiatry, 59(1), 57–67.PubMedCrossRef Kofler, M. J., Sarver, D. E., Harmon, S. L., Moltisanti, A., Aduen, P. A., Soto, E. F., & Ferretti, N. (2018). Working memory and organizational skills problems in ADHD. Journal of Child Psychology and Psychiatry, 59(1), 57–67.PubMedCrossRef
go back to reference Kosten, T. A., & Rounsaville, B. J. (1992). Sensitivity of psychiatric diagnosis based on the best estimate procedure. The American Journal of Psychiatry, 149(9), 1225.PubMedCrossRef Kosten, T. A., & Rounsaville, B. J. (1992). Sensitivity of psychiatric diagnosis based on the best estimate procedure. The American Journal of Psychiatry, 149(9), 1225.PubMedCrossRef
go back to reference Lerner, J. V., Phelps, E., Forman, Y. E., & Biowers, E. P. (2009). Positive youth development. In R. M. Lerner & L. D. Steinberg (Eds.), Handbook of adolescent psychology (pp. 524–558). NJ: Wiley.CrossRef Lerner, J. V., Phelps, E., Forman, Y. E., & Biowers, E. P. (2009). Positive youth development. In R. M. Lerner & L. D. Steinberg (Eds.), Handbook of adolescent psychology (pp. 524–558). NJ: Wiley.CrossRef
go back to reference 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(2), 216–222.PubMedCrossRef 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(2), 216–222.PubMedCrossRef
go back to reference Martinussen, R., Hayden, J., Hogg-Johnson, S., & Tannock, R. (2005). A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 44(4), 377–384.PubMedCrossRef Martinussen, R., Hayden, J., Hogg-Johnson, S., & Tannock, R. (2005). A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 44(4), 377–384.PubMedCrossRef
go back to reference Miyake, A., & Friedman, N. P. (2012). The nature and organization of individual differences in executive functions: Four general conclusions. Current Directions in Psychological Science, 21(1), 8–14.PubMedPubMedCentralCrossRef Miyake, A., & Friedman, N. P. (2012). The nature and organization of individual differences in executive functions: Four general conclusions. Current Directions in Psychological Science, 21(1), 8–14.PubMedPubMedCentralCrossRef
go back to reference Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41, 49–100.PubMedCrossRef Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41, 49–100.PubMedCrossRef
go back to reference Navon, D. (1977). Forest before trees: The precedence of global features in visual perception. Cognitive Psychology, 9(3), 353–383.CrossRef Navon, D. (1977). Forest before trees: The precedence of global features in visual perception. Cognitive Psychology, 9(3), 353–383.CrossRef
go back to reference 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(11), 1224–1230.PubMedCrossRef 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(11), 1224–1230.PubMedCrossRef
go back to reference Pa, J., Possin, K. L., Wilson, S. M., Quitania, L. C., Kramer, J. H., Boxer, A. L., et al. (2010). Gray matter correlates of set-shifting among neurodegenerative disease, mild cognitive impairment, and healthy older adults. Journal of the International Neuropsychological Society, 16(04), 640–650.PubMedPubMedCentralCrossRef Pa, J., Possin, K. L., Wilson, S. M., Quitania, L. C., Kramer, J. H., Boxer, A. L., et al. (2010). Gray matter correlates of set-shifting among neurodegenerative disease, mild cognitive impairment, and healthy older adults. Journal of the International Neuropsychological Society, 16(04), 640–650.PubMedPubMedCentralCrossRef
go back to reference Patros, C. H. G., Alderson, R. M., Lea, S. E., Tarle, S. J., Kasper, L. J., & Hudec, K. L. (2015). Visuospatial working memory under-lies choice-impulsivity in boys with ADHD. Research in Developmental Disabilities, 38, 134–144.PubMedCrossRef Patros, C. H. G., Alderson, R. M., Lea, S. E., Tarle, S. J., Kasper, L. J., & Hudec, K. L. (2015). Visuospatial working memory under-lies choice-impulsivity in boys with ADHD. Research in Developmental Disabilities, 38, 134–144.PubMedCrossRef
go back to reference Polanczyk, G. V., Willcutt, E. G., Salum, G. A., Kieling, C., & Rohde, L. A. (2014). ADHD prevalence estimates across three decades: an updated systematic review and meta-regression analysis. International Journal of Epidemiology, 43(2), 434–442.PubMedPubMedCentralCrossRef Polanczyk, G. V., Willcutt, E. G., Salum, G. A., Kieling, C., & Rohde, L. A. (2014). ADHD prevalence estimates across three decades: an updated systematic review and meta-regression analysis. International Journal of Epidemiology, 43(2), 434–442.PubMedPubMedCentralCrossRef
go back to reference Raiker, J. S., Rapport, M. D., Kofler, M. J., & Sarver, D. E. (2012). Objectively-measured impulsivity and ADHD: Testing competing predictions from the working memory and behavioral inhibition models of ADHD. Journal of Abnormal Child Psychology, 40, 699–713.PubMedCrossRef Raiker, J. S., Rapport, M. D., Kofler, M. J., & Sarver, D. E. (2012). Objectively-measured impulsivity and ADHD: Testing competing predictions from the working memory and behavioral inhibition models of ADHD. Journal of Abnormal Child Psychology, 40, 699–713.PubMedCrossRef
go back to reference Rapport, M. D., Bolden, J., Kofler, M. J., Sarver, D. E., Raiker, J. S., & Alderson, R. M. (2009). Hyperactivity in boys with ADHD: A ubiquitous core symptom or manifestation of working memory deficits? Journal of Abnormal Child Psychology, 37, 521–534.PubMedCrossRef Rapport, M. D., Bolden, J., Kofler, M. J., Sarver, D. E., Raiker, J. S., & Alderson, R. M. (2009). Hyperactivity in boys with ADHD: A ubiquitous core symptom or manifestation of working memory deficits? Journal of Abnormal Child Psychology, 37, 521–534.PubMedCrossRef
go back to reference Rapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013). Do programs designed to train working memory, other executive functions, and attention benefit children with ADHD? A meta-analytic review. Clinical Psychology Review, 33, 1237–1252.PubMedCrossRef Rapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013). Do programs designed to train working memory, other executive functions, and attention benefit children with ADHD? A meta-analytic review. Clinical Psychology Review, 33, 1237–1252.PubMedCrossRef
go back to reference Redick, T. S., & Lindsey, D. R. B. (2013). Complex span and n-back measures of working memory: A meta-analysis. Psychonomic Bulletin and Review, 20(6), 1102–1113.PubMedCrossRef Redick, T. S., & Lindsey, D. R. B. (2013). Complex span and n-back measures of working memory: A meta-analysis. Psychonomic Bulletin and Review, 20(6), 1102–1113.PubMedCrossRef
go back to reference Reynolds, C.R., & Kamphaus, R.W. (2015). BASC-3: Behavior assessment system for children. Reynolds, C.R., & Kamphaus, R.W. (2015). BASC-3: Behavior assessment system for children.
go back to reference Rouder, J. N., & Morey, R. D. (2012). Default Bayes factors for model selection in regression. Multivariate Behavioral Research, 47(6), 877–903.PubMedCrossRef Rouder, J. N., & Morey, R. D. (2012). Default Bayes factors for model selection in regression. Multivariate Behavioral Research, 47(6), 877–903.PubMedCrossRef
go back to reference Sarver, D. E., Rapport, M. D., Kofler, M. J., Raiker, J. S., & Friedman, L. M. (2015). Hyperactivity in ADHD: Impairing deficit or compensatory behavior? Journal of Abnormal Child Psychology, 43, 1219–1232.PubMedCrossRef Sarver, D. E., Rapport, M. D., Kofler, M. J., Raiker, J. S., & Friedman, L. M. (2015). Hyperactivity in ADHD: Impairing deficit or compensatory behavior? Journal of Abnormal Child Psychology, 43, 1219–1232.PubMedCrossRef
go back to reference Sattler, J., Dumont, R., & Coalson, D. (2016). Assessment of Children: WISC-V and WPPSI-IV. San Diego: Sattler Press. Sattler, J., Dumont, R., & Coalson, D. (2016). Assessment of Children: WISC-V and WPPSI-IV. San Diego: Sattler Press.
go back to reference Shipstead, Z., Redick, T. S., & Engle, R. W. (2010). Does working memory training generalize? Psychologica Belgica, 50, 245–276.CrossRef Shipstead, Z., Redick, T. S., & Engle, R. W. (2010). Does working memory training generalize? Psychologica Belgica, 50, 245–276.CrossRef
go back to reference Snyder, H. R. (2013). Major depressive disorder is associated with broad impairments on neuropsychological measures of executive function: a meta-analysis and review. Psychological Bulletin, 139(1), 81.PubMedCrossRef Snyder, H. R. (2013). Major depressive disorder is associated with broad impairments on neuropsychological measures of executive function: a meta-analysis and review. Psychological Bulletin, 139(1), 81.PubMedCrossRef
go back to reference Snyder, H. R., Miyake, A., & Hankin, B. L. (2015). Advancing understanding of executive function impairments and psychopathology: bridging the gap between clinical and cognitive approaches. Frontiers in Psychology, 6. Snyder, H. R., Miyake, A., & Hankin, B. L. (2015). Advancing understanding of executive function impairments and psychopathology: bridging the gap between clinical and cognitive approaches. Frontiers in Psychology, 6.
go back to reference Solanto, M. V., Abikoff, H., Sonuga-Barke, E., Schachar, R., Logan, G. D., Wigal, T., et al. (2001). 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. Journal of Abnormal Child Psychology, 29(3), 215–228.PubMedCrossRef Solanto, M. V., Abikoff, H., Sonuga-Barke, E., Schachar, R., Logan, G. D., Wigal, T., et al. (2001). 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. Journal of Abnormal Child Psychology, 29(3), 215–228.PubMedCrossRef
go back to reference Sonuga-Barke, E. J., Sergeant, J. A., Nigg, J., & Willcutt, E. (2008). Executive dysfunction and delay aversion in attention deficit hyperactivity disorder: nosologic and diagnostic implications. Child and Adolescent Psychiatric Clinics of North America, 17(2), 367–384.PubMedCrossRef Sonuga-Barke, E. J., Sergeant, J. A., Nigg, J., & Willcutt, E. (2008). Executive dysfunction and delay aversion in attention deficit hyperactivity disorder: nosologic and diagnostic implications. Child and Adolescent Psychiatric Clinics of North America, 17(2), 367–384.PubMedCrossRef
go back to reference Sonuga-Barke, E., Bitsakou, P., & Thompson, M. (2010). Beyond the dual pathway model: Evidence for the dissociation of timing, inhibitory, and delay-related impairments in attention-deficit/hyperactivity disorder. Journal of the American Academy of Child & Adolescent Psychiatry, 49, 345–355. Sonuga-Barke, E., Bitsakou, P., & Thompson, M. (2010). Beyond the dual pathway model: Evidence for the dissociation of timing, inhibitory, and delay-related impairments in attention-deficit/hyperactivity disorder. Journal of the American Academy of Child & Adolescent Psychiatry, 49, 345–355.
go back to reference Soreni, N., Crosbie, J., Ickowicz, A., & Schachar, R. (2009). Stop signal and Conners’ CPT: Test-retest reliability of two inhibition measures in ADHD children. Journal of Attention Disorders, 13, 137–143.PubMedCrossRef Soreni, N., Crosbie, J., Ickowicz, A., & Schachar, R. (2009). Stop signal and Conners’ CPT: Test-retest reliability of two inhibition measures in ADHD children. Journal of Attention Disorders, 13, 137–143.PubMedCrossRef
go back to reference St Clair-Thompson, H. L., & Gathercole, S. E. (2006). Executive functions and achievements in school: shifting, updating, inhibition, and working memory. The Quarterly Journal of Experimental Psychology, 59(4), 745–759.PubMedCrossRef St Clair-Thompson, H. L., & Gathercole, S. E. (2006). Executive functions and achievements in school: shifting, updating, inhibition, and working memory. The Quarterly Journal of Experimental Psychology, 59(4), 745–759.PubMedCrossRef
go back to reference Tarle, S. J., Alderson, R. M., Patros, C. H. G., Lea, S. E., Hudec, K. L., & Arrington, E. F. (2017). Attention-deficit/hyperactivity disorder and phonological working memory: Methodological variability affects clinical and experimental performance metrics. Neuropsychology, 31(4), 383–394.PubMedCrossRef Tarle, S. J., Alderson, R. M., Patros, C. H. G., Lea, S. E., Hudec, K. L., & Arrington, E. F. (2017). Attention-deficit/hyperactivity disorder and phonological working memory: Methodological variability affects clinical and experimental performance metrics. Neuropsychology, 31(4), 383–394.PubMedCrossRef
go back to reference Unsworth, N., & Engle, R. W. (2007). The nature of individual differences in working memory capacity: Active maintenance in primary memory and controlled search from secondary memory. Psychological Review, 114(1), 104–132.PubMedCrossRef Unsworth, N., & Engle, R. W. (2007). The nature of individual differences in working memory capacity: Active maintenance in primary memory and controlled search from secondary memory. Psychological Review, 114(1), 104–132.PubMedCrossRef
go back to reference Valo, S., & Tannock, R. (2010). Diagnostic instability of DSM–IV ADHD subtypes: Effects of informant source, instrumentation, and methods for combining symptom reports. Journal of Clinical Child & Adolescent Psychology, 39, 749–760.CrossRef Valo, S., & Tannock, R. (2010). Diagnostic instability of DSM–IV ADHD subtypes: Effects of informant source, instrumentation, and methods for combining symptom reports. Journal of Clinical Child & Adolescent Psychology, 39, 749–760.CrossRef
go back to reference van Cauwenberge, V., Sonuga-Barke, E. J. S., Hoppenbrouwers, K., Van Leeuwen, K., & Wiersema, J. R. (2015). "Turning down the heat": Is poor performance of children with ADHD on tasks tapping "hot" emotional regulation caused by deficits in "cool" executive functions? Research in Developmental Disabilities, 47, 199–207.PubMedCrossRef van Cauwenberge, V., Sonuga-Barke, E. J. S., Hoppenbrouwers, K., Van Leeuwen, K., & Wiersema, J. R. (2015). "Turning down the heat": Is poor performance of children with ADHD on tasks tapping "hot" emotional regulation caused by deficits in "cool" executive functions? Research in Developmental Disabilities, 47, 199–207.PubMedCrossRef
go back to reference Van der Sluis, S., De Jong, P. F., & Van der Leij, A. (2007). Executive functioning in children, and its relations with reasoning, reading, and arithmetic. Intelligence, 427–449. Van der Sluis, S., De Jong, P. F., & Van der Leij, A. (2007). Executive functioning in children, and its relations with reasoning, reading, and arithmetic. Intelligence, 427–449.
go back to reference van der Ven, S. H., Kroesbergen, E. H., Boom, J., & Leseman, P. P. (2013). The structure of executive functions in children: A closer examination of inhibition, shifting, and updating. British Journal of Developmental Psychology, 31(1), 70–87.PubMedCrossRef van der Ven, S. H., Kroesbergen, E. H., Boom, J., & Leseman, P. P. (2013). The structure of executive functions in children: A closer examination of inhibition, shifting, and updating. British Journal of Developmental Psychology, 31(1), 70–87.PubMedCrossRef
go back to reference van Lieshout, M., Luman, M., Buitelaar, J., Rommelse, N. N., & Oosterlaan, J. (2013). Does neurocognitive functioning predict future or persistence of ADHD? A systematic review. Clinical Psychology Review, 33(4), 539–560.PubMedCrossRef van Lieshout, M., Luman, M., Buitelaar, J., Rommelse, N. N., & Oosterlaan, J. (2013). Does neurocognitive functioning predict future or persistence of ADHD? A systematic review. Clinical Psychology Review, 33(4), 539–560.PubMedCrossRef
go back to reference Verbruggen, F., Chambers, C. D., & Logan, G. D. (2013). Fictitious inhibitory differences: how skewness and slowing distort the estimation of stopping latencies. Psychological Science, 24(3), 352–362.PubMedPubMedCentralCrossRef Verbruggen, F., Chambers, C. D., & Logan, G. D. (2013). Fictitious inhibitory differences: how skewness and slowing distort the estimation of stopping latencies. Psychological Science, 24(3), 352–362.PubMedPubMedCentralCrossRef
go back to reference Wagenmakers, E., Morey, R. D., & Lee, M. D. (2016). Bayesian benefits for the pragmatic researcher. Current Directions in Psychological Science, 25(3), 169–176.CrossRef Wagenmakers, E., Morey, R. D., & Lee, M. D. (2016). Bayesian benefits for the pragmatic researcher. Current Directions in Psychological Science, 25(3), 169–176.CrossRef
go back to reference Wager, T. D., & Smith, E. E. (2003). Neuroimaging studies of working memory. Cognitive, Affective, & Behavioral Neuroscience, 3, 255–274.CrossRef Wager, T. D., & Smith, E. E. (2003). Neuroimaging studies of working memory. Cognitive, Affective, & Behavioral Neuroscience, 3, 255–274.CrossRef
go back to reference Wechsler, D. (2014). Wechsler Intelligence Scale for Children-Fourth/Fifth Edition. San Antonio: Pearson. Wechsler, D. (2014). Wechsler Intelligence Scale for Children-Fourth/Fifth Edition. San Antonio: Pearson.
go back to reference Wells, E. L., Kofler, M. J., Soto, E. F., Schaefer, H., & Sarver, D. E. (2018). Assessing working memory in children with ADHD: Minor administration and scoring changes may improve digit span backward’s construct validity. Research in Developmental Disabilities, 72, 166–178.PubMedCrossRef Wells, E. L., Kofler, M. J., Soto, E. F., Schaefer, H., & Sarver, D. E. (2018). Assessing working memory in children with ADHD: Minor administration and scoring changes may improve digit span backward’s construct validity. Research in Developmental Disabilities, 72, 166–178.PubMedCrossRef
go back to reference Westfall, P. H., Johnson, W. O., & Utts, J. M. (1997). A Bayesian perspective on the Bonferroni adjustment. Biometrika, 84(2), 419–427.CrossRef Westfall, P. H., Johnson, W. O., & Utts, J. M. (1997). A Bayesian perspective on the Bonferroni adjustment. Biometrika, 84(2), 419–427.CrossRef
go back to reference Wiemers, E. A., & Redick, T. S. (2018). Working memory capacity and intra-individual variability of proactive control. Acta Psychologica, 182, 21–31.PubMedCrossRef Wiemers, E. A., & Redick, T. S. (2018). Working memory capacity and intra-individual variability of proactive control. Acta Psychologica, 182, 21–31.PubMedCrossRef
go back to reference Wilens, T. E., Biederman, J., Brown, S., Tanguay, S., Monuteaux, M. C., Blake, C., & Spencer, T. J. (2002). Psychiatric comorbidity and functioning in clinically referred preschool children and school-age youths with ADHD. Journal of the American Academy of Child & Adolescent Psychiatry, 41, 262–268.CrossRef Wilens, T. E., Biederman, J., Brown, S., Tanguay, S., Monuteaux, M. C., Blake, C., & Spencer, T. J. (2002). Psychiatric comorbidity and functioning in clinically referred preschool children and school-age youths with ADHD. Journal of the American Academy of Child & Adolescent Psychiatry, 41, 262–268.CrossRef
go back to reference Willcutt, E. G., Pennington, B. F., Olson, R. K., Chhabildas, N., & Hulslander, J. (2005). Neuropsychological analyses of comorbidity between reading disability and attention deficit hyperactivity disorder: In search of the common deficit. Developmental Neuropsychology, 27, 35–78.PubMedCrossRef Willcutt, E. G., Pennington, B. F., Olson, R. K., Chhabildas, N., & Hulslander, J. (2005). Neuropsychological analyses of comorbidity between reading disability and attention deficit hyperactivity disorder: In search of the common deficit. Developmental Neuropsychology, 27, 35–78.PubMedCrossRef
go back to reference Willoughby, M. T., Blair, C. B., & The Family Life Project Investigators. (2016). Measuring executive function in early childhood: A case for formative measurement. Psychological Assessment, 28(3), 319–330.PubMedCrossRef Willoughby, M. T., Blair, C. B., & The Family Life Project Investigators. (2016). Measuring executive function in early childhood: A case for formative measurement. Psychological Assessment, 28(3), 319–330.PubMedCrossRef
go back to reference Youngstrom, E. A., Arnold, L. E., & Frazier, T. W. (2010). Bipolar and ADHD comorbidity: both artifact and outgrowth of shared mechanisms. Clinical Psychology: Science and Practice, 17(4), 350–359. Youngstrom, E. A., Arnold, L. E., & Frazier, T. W. (2010). Bipolar and ADHD comorbidity: both artifact and outgrowth of shared mechanisms. Clinical Psychology: Science and Practice, 17(4), 350–359.
go back to reference Zakzanis, K. K. (2001). Statistics to tell the truth, the whole truth, and nothing but the truth: formulae, illustrative numerical examples, and heuristic interpretation of effect size analyses for neuropsychological researchers. Archives of Clinical Neuropsychology, 16(7), 653–667.PubMedCrossRef Zakzanis, K. K. (2001). Statistics to tell the truth, the whole truth, and nothing but the truth: formulae, illustrative numerical examples, and heuristic interpretation of effect size analyses for neuropsychological researchers. Archives of Clinical Neuropsychology, 16(7), 653–667.PubMedCrossRef
Metagegevens
Titel
Executive Functioning Heterogeneity in Pediatric ADHD
Auteurs
Michael J. Kofler
Lauren N. Irwin
Elia F. Soto
Nicole B. Groves
Sherelle L. Harmon
Dustin E. Sarver
Publicatiedatum
28-04-2018
Uitgeverij
Springer US
Gepubliceerd in
Research on Child and Adolescent Psychopathology / Uitgave 2/2019
Print ISSN: 2730-7166
Elektronisch ISSN: 2730-7174
DOI
https://doi.org/10.1007/s10802-018-0438-2

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