Effectiveness of Computerized Cognitive Training Programs (CCTP) with Game-like Features in Children with or without Neuropsychological Disorders: a Meta-Analytic Investigation.
Children
Cognitive training
Computer-based
Neurodevelopmental disorder
Rehabilitation
Videogame
Journal
Neuropsychology review
ISSN: 1573-6660
Titre abrégé: Neuropsychol Rev
Pays: United States
ID NLM: 9009029
Informations de publication
Date de publication:
03 2020
03 2020
Historique:
received:
16
07
2019
accepted:
13
02
2020
pubmed:
1
3
2020
medline:
10
6
2021
entrez:
1
3
2020
Statut:
ppublish
Résumé
Computerized cognitive training programs (CCTP) are based on the assumption that cognitive abilities may be boosted by repetitively performing challenging tasks. The integration of game-like features in these programs, associated with the goal of amusing or rewarding participants, may contribute to generate cognitive benefits. Indeed, reinforcement contingencies have been reported to produce positive effects on performance and motivation, especially in children. This meta-analysis was aimed at providing a quantitative summary of the effectiveness of CCTP with game-like features in school-aged children with typical and atypical development. A total of 24 studies, with the cognitive and behavioral outcome data of 1547 participants, were selected for inclusion in the meta-analysis. Subgroup analyses were performed to identify the sources of the observed methodological heterogeneity. A robust variance estimation model, after removal of study outliers, yielded a small-to-moderate significant effect size. Final results pointed out smaller but more precise estimate effect sizes according to methodological aspects related to cognitive domain of outcomes, standardization of measures and type of control applied. Alongside supporting the use of CCTP for rehabilitating cognitive functions, the present results shed light on how different methodological choices are able to shape research findings in the field of children's cognitive rehabilitation.
Identifiants
pubmed: 32112369
doi: 10.1007/s11065-020-09429-5
pii: 10.1007/s11065-020-09429-5
doi:
Types de publication
Journal Article
Meta-Analysis
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
126-141Références
Curr Dir Psychol Sci. 2017 Dec;26(6):515-520
pubmed: 29276344
J Clin Exp Neuropsychol. 2002 Sep;24(6):781-91
pubmed: 12424652
Res Synth Methods. 2014 Mar;5(1):60-78
pubmed: 26054026
PLoS One. 2015 Apr 06;10(4):e0121651
pubmed: 25844638
Proc Natl Acad Sci U S A. 2014 Apr 29;111(17):6443-8
pubmed: 24711403
Sci Rep. 2018 Jan 11;8(1):549
pubmed: 29323179
Front Psychol. 2017 Feb 07;8:69
pubmed: 28223948
Atten Defic Hyperact Disord. 2010 Mar;2(1):31-42
pubmed: 21432588
Autism. 2002 Mar;6(1):71-91
pubmed: 11918110
Curr Biol. 2013 Mar 18;23(6):462-6
pubmed: 23453956
Front Psychol. 2013 Aug 05;4:489
pubmed: 23935586
Psychol Bull. 2018 Jan;144(1):77-110
pubmed: 29172564
J Rehabil Med. 2007 Jul;39(6):425-39
pubmed: 17624476
Dev Psychol. 2017 Apr;53(4):671-685
pubmed: 28165253
Eur Child Adolesc Psychiatry. 2018 Dec;27(12):1563-1574
pubmed: 29644473
Front Psychol. 2014 Nov 13;5:1275
pubmed: 25431564
J Appl Res Mem Cogn. 2018 Dec;7(4):564-573
pubmed: 31660288
Res Synth Methods. 2014 Mar;5(1):13-30
pubmed: 26054023
J Neurosci. 2016 Aug 24;36(34):9001-11
pubmed: 27559180
Front Psychol. 2016 Jun 27;7:913
pubmed: 27445889
Neuropsychol Rehabil. 2011 Aug;21(4):433-54
pubmed: 21714745
Biometrics. 2000 Jun;56(2):455-63
pubmed: 10877304
Cyberpsychol Behav Soc Netw. 2011 Mar;14(3):115-22
pubmed: 20649448
Brain Inj. 2013 Jun;27(6):707-16
pubmed: 23672446
J Clin Oncol. 2015 Nov 20;33(33):3894-902
pubmed: 26460306
J Autism Dev Disord. 2015 Dec;45(12):3820-31
pubmed: 25488121
Dev Med Child Neurol. 2016 Feb;58(2):195-201
pubmed: 26140426
Neuropsychol Rev. 2019 Dec;29(4):387-396
pubmed: 31446547
Dev Neuropsychol. 2008;33(2):137-59
pubmed: 18443974
J Child Psychol Psychiatry. 2015 May;56(5):566-76
pubmed: 25256627
Appetite. 2014 May;76:161-5
pubmed: 24508486
Nord J Psychiatry. 2017 Aug;71(6):455-464
pubmed: 28598701
Proc Natl Acad Sci U S A. 2011 Jun 21;108(25):10081-6
pubmed: 21670271
Proc Natl Acad Sci U S A. 2016 Jul 5;113(27):7470-4
pubmed: 27325761
Appl Cogn Psychol. 2017 Jul-Aug;31(4):438-445
pubmed: 29540959
PLoS One. 2015 Mar 20;10(3):e0119522
pubmed: 25793607
J Neurosci. 2017 Aug 2;37(31):7390-7402
pubmed: 28694338
Sci Rep. 2017 Jul 19;7(1):5863
pubmed: 28725022
J Head Trauma Rehabil. 2019 Jul/Aug;34(4):215-223
pubmed: 30608306
J Am Geriatr Soc. 2014 Jan;62(1):16-24
pubmed: 24417410
J Biomed Inform. 2019 Oct;98:103287
pubmed: 31518700
Games Health J. 2017 Feb;6(1):28-38
pubmed: 27991840
PLoS One. 2017 Apr 28;12(4):e0176429
pubmed: 28453532
Cochrane Database Syst Rev. 2003;(4):CD003260
pubmed: 14583963
J Exp Child Psychol. 2016 Dec;152:278-293
pubmed: 27596808
J Atten Disord. 2014 Nov;18(8):699-712
pubmed: 22879577
J Am Acad Child Adolesc Psychiatry. 2005 Feb;44(2):177-86
pubmed: 15689731
Neuropsychologia. 2018 Aug;117:541-550
pubmed: 30009838
Atten Defic Hyperact Disord. 2012 Mar;4(1):11-23
pubmed: 22179720
Dtsch Arztebl Int. 2013 Sep;110(39):643-52
pubmed: 24163706
Curr Dir Psychol Sci. 2009;18(6):321-326
pubmed: 20485453
Restor Neurol Neurosci. 2007;25(3-4):355-69
pubmed: 17943011
Res Synth Methods. 2010 Jan;1(1):39-65
pubmed: 26056092
Front Psychol. 2013 Nov 26;4:863
pubmed: 24324449
Psychol Bull. 2018 Feb;144(2):111-139
pubmed: 29239631
Proc Natl Acad Sci U S A. 2014 Nov 25;111(47):16961-6
pubmed: 25385590
Adv Cogn Psychol. 2014 Jun 09;10(2):59-67
pubmed: 25157301
Int J Lang Commun Disord. 2006 Jan-Feb;41(1):19-40
pubmed: 16272001
Brain Inj. 2013;27(13-14):1649-57
pubmed: 24087909
Psychol Sci. 2015 Aug;26(8):1201-15
pubmed: 26133572
Vision Res. 2012 May 15;61:132-43
pubmed: 21864560
J Am Acad Child Adolesc Psychiatry. 2015 Mar;54(3):164-74
pubmed: 25721181
Res Synth Methods. 2017 Mar;8(1):5-18
pubmed: 28058794
Restor Neurol Neurosci. 2015;33(5):713-25
pubmed: 25835556
BMJ. 2003 Sep 6;327(7414):557-60
pubmed: 12958120