The impact of the SMART program on cognitive and academic skills: A systematic review and meta-analysis

被引:16
作者
May, Richard J. [1 ]
Tyndall, Ian [2 ]
McTiernan, Aoife [3 ]
Roderique-Davies, Gareth [1 ]
McLoughlin, Shane [4 ]
机构
[1] Univ South Wales, Sch Psychol & Therapeut Studies, Pontypridd CF37 1DL, M Glam, Wales
[2] Univ Chichester, Dept Psychol & Counselling, Chichester, England
[3] Natl Univ Ireland, Sch Psychol, Galway, Ireland
[4] Univ Birmingham, Jubilee Ctr Character & Virtues, Birmingham, W Midlands, England
关键词
cognitive training; intelligence; meta-analysis; relational frame theory; SMART; RELATIONAL FRAME-THEORY; TRAINING INTERVENTION; INTELLIGENCE; ABILITY; SAMPLE;
D O I
10.1111/bjet.13192
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Online interventions promoted to enhance cognitive ability hold great appeal for their potential positive impact in social, employment, and educational domains. Cognitive training programs have, thus far, not been shown to influence performance on tests of general cognitive aptitude. Strengthening Mental Abilities with Relational Training (SMART) is an online program that claims to raise intelligence quotient (IQ). This systematic review and meta-analysis evaluates the effect of SMART on indices of cognitive aptitude and academic performance. The review protocol was registered at PROSPERO (CRD42019132404). A systematic literature search of bibliographic databases (ERIC, PsycINFO, PubMed, Applied Social Sciences Index and Abstracts, Scopus, Proquest Psychology) identified five studies (N = 195) that met the criterion for inclusion. The risk of bias was assessed using the Cochrane Collaboration Risk of Bias 'RoB 2' tool. Overall, there was a moderate impact of SMART on measures of nonverbal IQ (g = 0.57, 95% CI [0.24. 0.89]). There was insufficient evidence to determine the impact of SMART on any other domain. All studies included in the review were judged to be at a high risk of bias for their primary outcome. Despite the methodological limitations of published studies to date. these initial findings suggest that a large-scale study of SMART is warranted.
引用
收藏
页码:1244 / 1261
页数:18
相关论文
共 57 条
[1]   The Mechanisms and Moderators of "Fade-Out": Towards Understanding Why the Skills of Early Childhood Program Participants Converge Over Time With the Skills of Other Children [J].
Abenavoli, Rachel M. .
PSYCHOLOGICAL BULLETIN, 2019, 145 (12) :1103-1127
[2]   Individual differences in college-age learners: The importance of relational reasoning for learning and assessment in higher education [J].
Alexander, Patricia A. .
BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY, 2019, 89 (03) :416-428
[3]   Assessing the Effects of a Relational Training Intervention on Fluid Intelligence Among a Sample of Socially Disadvantaged Children in Bangladesh [J].
Amd, Micah ;
Roche, Bryan .
PSYCHOLOGICAL RECORD, 2018, 68 (02) :141-149
[4]   How to perform a meta-analysis with R: a practical tutorial [J].
Balduzzi, Sara ;
Ruecker, Gerta ;
Schwarzer, Guido .
EVIDENCE-BASED MENTAL HEALTH, 2019, 22 (04) :153-160
[5]  
Barnes-Holmes Y, 2001, ADV CHILD DEV BEHAV, V28, P101
[6]  
Borenstein M., 2009, INTRO METAANALYSIS, DOI DOI 10.1002/9780470743386
[7]   A basic introduction to fixed-effect and random-effects models for meta-analysis [J].
Borenstein, Michael ;
Hedges, Larry V. ;
Higgins, Julian P. T. ;
Rothstein, Hannah R. .
RESEARCH SYNTHESIS METHODS, 2010, 1 (02) :97-111
[8]   Power failure: why small sample size undermines the reliability of neuroscience [J].
Button, Katherine S. ;
Ioannidis, John P. A. ;
Mokrysz, Claire ;
Nosek, Brian A. ;
Flint, Jonathan ;
Robinson, Emma S. J. ;
Munafo, Marcus R. .
NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) :365-376
[9]   A relational frame skills training intervention to increase general intelligence and scholastic aptitude [J].
Cassidy, Sarah ;
Roche, Bryan ;
Colbert, Dylan ;
Stewart, Ian ;
Grey, Ian M. .
LEARNING AND INDIVIDUAL DIFFERENCES, 2016, 47 :222-235
[10]  
Cohen J., 1988, STAT POWER ANAL BEHA