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Attention and executive functions computer training for attention-deficit/hyperactivity disorder (ADHD): results from a randomized, controlled trial

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Abstract

Multicenter randomized clinical superiority single-blind trial investigated the effect of a computer training program targeting multiple cognitive functions. Seventy children with ADHD, aged 6–13, were randomized to intervention or control group. The intervention group used ACTIVATE™ for 8 weeks and both groups received treatment as usual and were assessed in regard to cognitive functions, symptoms, behavioral and functional outcome measures after 8, 12 and 24 weeks. There was no significant effect on the primary outcome, sustained attention (β = − 0.047; CI − 0.247 to 0.153) or the secondary outcomes [parent-rated ADHD-RS, β = − 0.037; CI (− 0.224 to 0.150); teacher-rated-ADHD-RS, β = 0.093; CI (− 0.107 to 0.294); parent-rated-BRIEF, β = − 0.119; CI (− 0.307 to 0.069); and teacher-rated-BRIEF, β = 0.136; CI (− 0.048 to 0.322)]. This multicenter randomized clinical trial found no significant beneficial effects of cognitive training using the computer program ACTIVATE on the primary or secondary outcome measures in children with ADHD. Nevertheless, our study was likely underpowered to detect small to moderate changes.

Trial registration ClinicalTrials.gov: NCT01752530, date of registration: December 10, 2012.

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References

  1. Nigg JT (2005) Neuropsychologic theory and findings in attention-deficit/hyperactivity disorder: the state of the field and salient challenges for the coming decade. Biol Psychiatry 57(11):1424–1435

    Article  Google Scholar 

  2. Willcutt EG, Doyle AE, Nigg JT, Faraone SV, Pennington BF (2005) Validity of the executive function theory of attention-deficit/hyperactivity disorder: a meta-analytic review. Biol Psychiatry 57(11):1336–1346

    Article  Google Scholar 

  3. Lambek R, Tannock R, Dalsgaard S, Trillingsgaard A, Damm D, Thomsen PH (2011) Executive dysfunction in school-age children with ADHD. J Attent Disord 15(8):646–655

    Article  Google Scholar 

  4. Storebo OJ, Krogh HB, Ramstad E, Moreira-Maia CR, Holmskov M, Skoog M, Nilausen TD, Magnusson FL, Zwi M, Gillies D, Rosendal S, Groth C, Rasmussen KB, Gauci D, Kirubakaran R, Forsbol B, Simonsen E, Gluud C (2015) Methylphenidate for attention-deficit/hyperactivity disorder in children and adolescents: cochrane systematic review with meta-analyses and trial sequential analyses of randomised clinical trials. BMJ 351:h5203

    Article  Google Scholar 

  5. Pietrzak RH, Mollica CM, Maruff P, Snyder PJ (2006) Cognitive effects of immediate-release methylphenidate in children with attention-deficit/hyperactivity disorder. Neurosci Biobehav Rev 30(8):1225–1245

    Article  CAS  Google Scholar 

  6. Coghill D, Rhodes S, Matthews K (2007) The neuropsychological effects of chronic methylphenidate on drug-naive boys with attention-deficit/hyperactivity disorder. Biol Psychiatry 62(9):954–962

    Article  CAS  Google Scholar 

  7. Rhodes S, Coghill D, Matthews K (2006) Acute neuropsychological effects of methylphenidate in stimulant drug-naive boys with ADHD II—broader executive and non-executive domains. J Child Psychol Psychiatry 47(11):1184–1194

    Article  Google Scholar 

  8. Klingberg T, Forssberg H, Westerberg H (2002) Training of working memory in children with ADHD. J Clin Exp Neuropsychol 24(6):781–791

    Article  Google Scholar 

  9. Klingberg T, Fernell E, Olesen PJ, Johnson M, Gustafsson P, Dahlstrom K, Gillberg CG, Forssberg H, Westerberg H (2005) Computerized training of working memory in children with ADHD—a randomized, controlled trial. J Am Acad Child Adolesc Psychiatry 44(2):177–186

    Article  Google Scholar 

  10. Valera EM, Faraone SV, Murray KE, Seidman LJ (2007) Meta-analysis of structural imaging findings in attention-deficit/hyperactivity disorder. Biol Psychiatry 61(12):1361–1369

    Article  Google Scholar 

  11. Ashtari M, Kumra S, Bhaskar SL, Clarke T, Thaden E, Cervellione KL, Rhinewine J, Kane JM, Adesman A, Milanaik R, Maytal J, Diamond A, Szeszko P, Ardekani BA (2005) Attention-deficit/hyperactivity disorder: a preliminary diffusion tensor imaging study. Biol Psychiatry 57(5):448–455

    Article  Google Scholar 

  12. Purper-Ouakil D, Ramoz N, Lepagnol-Bestel AM, Gorwood P, Simonneau M (2011) Neurobiology of attention deficit/hyperactivity disorder. Pediatr Res 69(5 Pt 2):69R–76R

    Article  Google Scholar 

  13. Gray SA, Chaban P, Martinussen R, Goldberg R, Gotlieb H, Kronitz R, Hockenberry M, Tannock R (2012) Effects of a computerized working memory training program on working memory, attention, and academics in adolescents with severe LD and comorbid ADHD: a randomized controlled trial. J Child Psychol Psychiatry 53(12):1277–1284

    Article  CAS  Google Scholar 

  14. Semrud-Clikeman M, Nielsen KH, Clinton A, Sylvester L, Parle N, Connor RT (1999) An intervention approach for children with teacher- and parent-identified attentional difficulties. J Learn Disabil 32(6):581–590

    Article  CAS  Google Scholar 

  15. Johnstone SJ, Roodenrys S, Blackman R, Johnston E, Loveday K, Mantz S, Barratt MF (2012) Neurocognitive training for children with and without AD/HD. Attent Deficit Hyperact Disord 4(1):11–23

    Article  Google Scholar 

  16. Shalev L, Tsal Y, Mevorach C (2007) Computerized progressive attentional training (CPAT) program: effective direct intervention for children with ADHD. Child Neuropsychol 13(4):382–388

    Article  Google Scholar 

  17. Dovis S, Van der Oord S, Wiers RW, Namdari B, Allen LaPointe NM, Goode AP, Coeytaux RR, Befus D, Kosinski AS, Bowen SE, McBroom AJ, Lallinger KR, Sanders GD (2015) Improving executive functioning in children with ADHD: training multiple executive functions within the context of a computer game: a randomized double-blind placebo controlled trial. PLoS One 10(4):e0121651. https://doi.org/10.1371/journal.pone.0121651

    Article  Google Scholar 

  18. Smith SD, Vitulano LA, Katsovich L, Li S, Moore C, Li F, Grantz H, Zheng X, Eicher V, Aktan Guloksuz S, Zheng Y, Dong J, Sukhodolsky DG, Leckman JF (2016) A randomized controlled trial of an integrated brain, body, and social intervention for children with ADHD. J Atten Disord. https://doi.org/10.1177/1087054716647490

  19. Sonuga-Barke E, Brandeis D, Cortese S, Daley D, Ferrin M, Holtmann M, Stevenson J, Danckaerts M, van der Oord S, Dopfner M, Dittmann R, Simonoff E, Zuddas A, Banaschewski T, Buitelaar J, Coghill D, Hollis C, Konofal E, Lecendreux M, Wong I, Sergeant J (2013) Nonpharmacological interventions for ADHD: systematic review and meta-analyses of randomized controlled trials of dietary and psychological treatments. Am J Psychiatry 170(3):275–289

    Article  Google Scholar 

  20. Cortese S, Ferrin M, Brandeis D, Buitelaar J, Daley D, Dittmann R, Holtmann M, Santosh P, Stevenson J, Stringaris A, Zuddas A, Sonuga-Barke E (2015) Cognitive training for attention-deficit/hyperactivity disorder: meta-analysis of clinical and neuropsychological outcomes from randomized controlled trials. J Am Acad Child Adolesc Psychiatry 54(3):164–174

    Article  Google Scholar 

  21. Rapport M, Orban S, Kofler M, Friedman L (2013) Do programs designed to train working memory, other executive functions, and attention benefit children with ADHD? A meta-analytic review of cognitive, academic, and behavioral outcomes. Clin Psychol Rev 33(8):1237–1252

    Article  Google Scholar 

  22. Shipstead Z, Redick TS, Engle RW (2012) Is working memory training effective? Psychol Bull 138(4):628–654

    Article  Google Scholar 

  23. Melby-Lervag M, Hulme C (2013) Is working memory training effective? A meta-analytic review. Dev Psychol 49(2):270–291

    Article  Google Scholar 

  24. Shinaver CS III, Entwistle PC, Soderqvist S (2014) Cogmed WM training: reviewing the reviews. Appl Neuropsychol Child 3(3):163–172

    Article  Google Scholar 

  25. Narad ME, Garner AA, Peugh JL, Tamm L, Antonini TN, Kingery KM, Simon JO, Epstein JN (2015) Parent–teacher agreement on ADHD symptoms across development. Psychol Assess 27(1):239–248

    Article  Google Scholar 

  26. Johnstone SJ, Roodenrys S, Phillips E, Watt AJ, Mantz S (2010) A pilot study of combined working memory and inhibition training for children with AD/HD. Attent Deficit Hyperact Disord 2(1):31–42

    Article  Google Scholar 

  27. van der Oord S, Ponsioen AJ, Geurts HM, EL Ten Brink, Prins PJ (2014) A pilot study of the efficacy of a computerized executive functioning remediation training with game elements for children with ADHD in an outpatient setting: outcome on parent- and teacher-rated executive functioning and ADHD behavior. J Atten Disord 18(8):699–712

    Article  Google Scholar 

  28. Bikic A, Leckman J, Lindschou J, Christensen T, Dalsgaard S (2015) Cognitive computer training in children with attention deficit hyperactivity disorder (ADHD) versus no intervention: study protocol for a randomized controlled trial. Trials 16:480

    Article  Google Scholar 

  29. Goodman R, Ford T, Richards H, Gatward R, Meltzer H (2000) The Development and Well-Being Assessment: description and initial validation of an integrated assessment of child and adolescent psychopathology. J Child Psychol Psychiatry 41(5):645–655

    Article  CAS  Google Scholar 

  30. Landis JR, Koch GG (1977) An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers. Biometrics 33(2):363–374

    Article  CAS  Google Scholar 

  31. Kaufman J, Birmaher B, Brent D, Rao U, Flynn C, Moreci P, Williamson D, Ryan N (1997) Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL): initial reliability and validity data. J Am Acad Child Adolesc Psychiatry 36(7):980–988

    Article  CAS  Google Scholar 

  32. Reynolds R, Kamphaus C (2003) Reynolds intellectual assessment scales and reynolds intellectual screening test professional manual. Psychol Assess Resour

  33. De Luca CR, Wood SJ, Anderson V, Buchanan JA, Proffitt TM, Mahony K, Pantelis C (2003) Normative data from the CANTAB. I: development of executive function over the lifespan. J Clin Exp Neuropsychol 25(2):242–254

    Article  Google Scholar 

  34. DuPaul GJ, Power TJ, Anastopoulos A, Reid R (1998) ADHD rating scale—IV. The Guilford Press, New York

    Google Scholar 

  35. Barkley RA, Edwards G, Robin AL (1999) Defiant teens: a clinician’s manual for assessment and family training. Guilford Press, New York, p 250

    Google Scholar 

  36. Gioia GA, Isquith PK, Guy SC, Kenworthy L (2000) Behavior rating inventory of executive function. Child Neuropsychol 6(3):235–238

    Article  Google Scholar 

  37. Gajria K, Kosinski M, Sikirica V, Huss M, Livote E, Reilly K, Dittmann RW, Erder MH (2015) Psychometric validation of the Weiss Functional Impairment Rating Scale-Parent Report Form in children and adolescents with attention-deficit/hyperactivity disorder. Health Qual Life Outcomes 13:184

    Article  Google Scholar 

  38. StataCorp (2013) Stata statistical software: release 13. StataCorp LP, College Station

    Google Scholar 

  39. Berger I, Slobodin O, Cassuto H (2017) Usefulness and validity of continuous performance tests in the diagnosis of attention-deficit hyperactivity disorder children. Arch Clin Neuropsychol 32(1):81–93

    PubMed  Google Scholar 

  40. Chacko A, Bedard AC, Marks DJ, Feirsen N, Uderman JZ, Chimiklis A, Rajwan E, Cornwell M, Anderson L, Zwilling A, Ramon M (2014) A randomized clinical trial of Cogmed working memory training in school-age children with ADHD: a replication in a diverse sample using a control condition. J Child Psychol Psychiatry 55(3):247–255

    Article  CAS  Google Scholar 

  41. Bikic A, Christensen TO, Leckman JF, Bilenberg N, Dalsgaard S (2017) A double-blind randomized pilot trial comparing computerized cognitive exercises to Tetris in adolescents with attention-deficit/hyperactivity disorder. Nord J Psychiatry 71(6):455–464. https://doi.org/10.1080/08039488.2017.1328070

    Article  PubMed  Google Scholar 

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Acknowledgements

We would like to thank to the participants of the trial and the funding organizations: TrygFonden (Grant no. 7-12-1137), Psychiatric Foundation of Region Southern Denmark, The Region of Southern Denmark’s Ph.D. pool and University of Southern Denmark for financial support. We would like to thank Professor Bruce Wexler from Yale University for providing access and IT support to ACTIVATE™. Thanks to Anders Bo Bøjesen, Region of Southern Denmark, for valuable input and help with the statistical analysis.

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Correspondence to Aida Bikic.

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None. The author group was not involved in the development of the intervention. The company owing copyrights to the intervention program had no influence of the design of the study, analyses or presentation of the data or the decision to publish the findings.

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Bikic, A., Leckman, J.F., Christensen, T.Ø. et al. Attention and executive functions computer training for attention-deficit/hyperactivity disorder (ADHD): results from a randomized, controlled trial. Eur Child Adolesc Psychiatry 27, 1563–1574 (2018). https://doi.org/10.1007/s00787-018-1151-y

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