Visual sustained attention and numerosity sensitivity correlate with math achievement in children.

In this study, we investigated in school-age children the relationship among mathematical performance, the perception of numerosity (discrimination and mapping to number line), and sustained visual attention. The results (on 68 children between 8 and 11 years of age) show that attention and numerosity perception predict math scores but not reading performance. Even after controlling for several variables, including age, gender, nonverbal IQ, and reading accuracy, attention remained correlated with math skills and numerosity discrimination. These findings support previous reports showing the interrelationship between visual attention and both numerosity perception and math performance. It also suggests that attentional deficits may be implicated in disturbances such as developmental dyscalculia.

[1]  M. Srinivasan,et al.  Evidence for counting in insects , 2008, Animal Cognition.

[2]  Christian N. L. Olivers,et al.  Subitizing requires attention , 2008 .

[3]  E. Spelke,et al.  Language and Conceptual Development series Core systems of number , 2004 .

[4]  Fei Xu,et al.  Linking Visual Attention and Number Processing in the Brain: The Role of the Temporo-parietal Junction in Small and Large Symbolic and Nonsymbolic Number Comparison , 2007, Journal of Cognitive Neuroscience.

[5]  David C Burr,et al.  Subitizing but not estimation of numerosity requires attentional resources. , 2010, Journal of vision.

[6]  A. Watson,et al.  Quest: A Bayesian adaptive psychometric method , 1983, Perception & psychophysics.

[7]  C. S. Green,et al.  Action video game modifies visual selective attention , 2003, Nature.

[8]  David C Burr,et al.  Adaptation affects both high and low (subitized) numbers under conditions of high attentional load. , 2011, Seeing and perceiving.

[9]  S. Gori,et al.  Action Video Games Make Dyslexic Children Read Better , 2013, Current Biology.

[10]  J. Dixon,et al.  Journal of Experimental Child Psychology , 2001 .

[11]  Julie L. Booth,et al.  Development of numerical estimation in young children. , 2004, Child development.

[12]  D H Brainard,et al.  The Psychophysics Toolbox. , 1997, Spatial vision.

[13]  David C. Geary,et al.  Development of Number Line Representations in Children With Mathematical Learning Disability , 2008, Developmental neuropsychology.

[14]  Kristine L Koontz,et al.  Identifying Simple Numerical Stimuli: Processing Inefficiencies Exhibited by Arithmetic Learning Disabled Children , 1996 .

[15]  Bahador Bahrami,et al.  A Candidate for the Attentional Bottleneck: Set-size Specific Modulation of the Right TPJ during Attentive Enumeration , 2011, Journal of Cognitive Neuroscience.

[16]  David C. Burr,et al.  The effects of cross-sensory attentional demand on subitizing and on mapping number onto space , 2012, Vision Research.

[17]  P. Gordon Numerical Cognition Without Words: Evidence from Amazonia , 2004, Science.

[18]  Julie L. Booth,et al.  Developmental and individual differences in pure numerical estimation. , 2006, Developmental psychology.

[19]  Justin Halberda,et al.  Individual differences in non-verbal number acuity correlate with maths achievement , 2008, Nature.

[20]  G. Scerif Attention trajectories, mechanisms and outcomes: at the interface between developing cognition and environment. , 2010, Developmental science.

[21]  A. Henik,et al.  Do subitizing deficits in developmental dyscalculia involve pattern recognition weakness? , 2013, Developmental science.

[22]  Justin Halberda,et al.  Developmental change in the acuity of the "Number Sense": The Approximate Number System in 3-, 4-, 5-, and 6-year-olds and adults. , 2008, Developmental psychology.

[23]  R. Siegler,et al.  The Development of Numerical Estimation , 2003, Psychological science.

[24]  S. Dehaene,et al.  Interactions between number and space in parietal cortex , 2005, Nature Reviews Neuroscience.

[25]  A. Henik,et al.  A disassociation between physical and mental number bisection in developmental dyscalculia , 2010, Neuropsychologia.

[26]  Andrea Facoetti,et al.  Developmental trajectory of number acuity reveals a severe impairment in developmental dyscalculia , 2010, Cognition.

[27]  Sydney S. Zentall,et al.  Research on the Educational Implications of Attention Deficit Hyperactivity Disorder , 1993 .

[28]  Manuela Piazza,et al.  Neurocognitive start-up tools for symbolic number representations , 2010, Trends in Cognitive Sciences.

[29]  Gaia Scerif,et al.  The multiple subfunctions of attention: differential developmental gateways to literacy and numeracy. , 2012, Child development.

[30]  D. Burr,et al.  Vision and Audition Do Not Share Attentional Resources in Sustained Tasks , 2011, Front. Psychology.

[31]  E. Spelke,et al.  Newborn infants perceive abstract numbers , 2009, Proceedings of the National Academy of Sciences.

[32]  Mary K. Hoard,et al.  Cognitive mechanisms underlying achievement deficits in children with mathematical learning disability. , 2007, Child development.

[33]  E. Spelke,et al.  Large number discrimination in 6-month-old infants , 2000, Cognition.

[34]  Justin Halberda,et al.  Links Between the Intuitive Sense of Number and Formal Mathematics Ability. , 2013, Child development perspectives.

[35]  Michael D. Dodd,et al.  Perceiving numbers causes spatial shifts of attention , 2003, Nature Neuroscience.

[36]  Justin Halberda,et al.  Impaired acuity of the approximate number system underlies mathematical learning disability (dyscalculia). , 2011, Child development.

[37]  Pierre Pica,et al.  Log or Linear? Distinct Intuitions of the Number Scale in Western and Amazonian Indigene Cultures , 2008, Science.

[38]  Z W Pylyshyn,et al.  Tracking multiple independent targets: evidence for a parallel tracking mechanism. , 1988, Spatial vision.

[39]  David C. Burr,et al.  Linear mapping of numbers onto space requires attention , 2012, Cognition.

[40]  C. Cornoldi,et al.  Matrici Progressive di Raven Forma Colore (CPM-47). Manuale d’uso e standardizzazione italiana , 2008 .

[41]  Daniel C. Hyde,et al.  Spatial Attention Determines the Nature of Nonverbal Number Representation , 2011, Journal of Cognitive Neuroscience.

[42]  Fei Xu,et al.  Number sense in human infants. , 2005, Developmental science.

[43]  M. Posner,et al.  Influencing brain networks: implications for education , 2005, Trends in Cognitive Sciences.

[44]  S. Gori,et al.  A Causal Link between Visual Spatial Attention and Reading Acquisition , 2012, Current Biology.

[45]  A. Henik,et al.  Does attentional training improve numerical processing in developmental dyscalculia? , 2012, Neuropsychology.

[46]  C. Gallistel,et al.  Nonverbal Counting in Humans: The Psychophysics of Number Representation , 1999 .

[47]  Henry Railo,et al.  The role of attention in subitizing , 2008, Cognition.

[48]  Andreas Nieder,et al.  Temporal and Spatial Enumeration Processes in the Primate Parietal Cortex , 2006, Science.

[49]  M. Corbetta,et al.  Control of goal-directed and stimulus-driven attention in the brain , 2002, Nature Reviews Neuroscience.

[50]  I. Pepperberg Grey parrot numerical competence: a review , 2006, Animal Cognition.