title: Brain activity during a visuospatial working memory task predicts arithmetical performance 2 years later.
abstract: Visuospatial working memory (WM) capacity is highly correlated with mathematical reasoning abilities and can predict future development of arithmetical performance. Activity in the intraparietal sulcus (IPS) during visuospatial WM tasks correlates with interindividual differences in WM capacity. This region has also been implicated in numerical representation, and its structure and activity reflect arithmetical performance impairments (e.g., dyscalculia). We collected behavioral (N = 246) and neuroimaging data (N = 46) in a longitudinal sample to test whether IPS activity during a visuospatial WM task could provide more information than psychological testing alone and predict arithmetical performance 2 years later in healthy participants aged 6-16 years. Nonverbal reasoning and verbal and visuospatial WM measures were found to be independent predictors of arithmetical outcome. In addition, WM activation in the left IPS predicted arithmetical outcome independently of behavioral measures. A logistic model including both behavioral and imaging data showed improved sensitivity by correctly classifying more than twice as many children as poor arithmetical performers after 2 years than a model with behavioral measures only. These results demonstrate that neuroimaging data can provide useful information in addition to behavioral assessments and be used to improve the identification of individuals at risk of future low academic performance.
authors.affiliation: Department of Neuroscience, Karolinska Institutet, SE-171 77 Stockholm, Sweden. i.dumontheil@gmail.com
authors.forename: Iroise
authors.initials: I
authors.lastname: Dumontheil
authors.forename: Torkel
authors.initials: T
authors.lastname: Klingberg
mesh_terms: D000124:Achievement; D000293:Adolescent; D001076:Aptitude / Q000145:classification / Q000502:physiology*; D001921:Brain / Q000502:physiology*; D002648:Child; D003071:Cognition / Q000145:classification* / Q000502:physiology*; D004522:Educational Status; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008279:Magnetic Resonance Imaging; D008297:Male; D008570:Memory, Short-Term / Q000502:physiology*; D009483:Neuropsychological Tests; D013997:Time Factors