The differential role of verbal and visuospatial working memory in mathematics and reading

Abstract Objectives Several studies have focused on the role of working memory (WM) in predicting mathematical and reading literacy. Alternative models of WM have been proposed and a modality-dependent model of WM, distinguishing between verbal and visuospatial WM modalities, has been advanced. In addition, the relationship between verbal and visuospatial WM and academic achievement has not been extensively and consistently studied, especially when it comes to distinguishing between mathematical and reading tasks. Method In the present study, we tested a large group of middle school children in several measures of WM, and in mathematical and reading tasks. Results Confirmatory factor analyses showed that verbal and visuospatial WM can be differentiated and that these factors have a different predictive power in explaining unique portions of variance in reading and mathematics. Conclusions Our findings point to the importance of distinguishing between WM modalities in evaluating the relationship between mathematics and reading.

[1]  Lieven Verschaffel,et al.  Working memory and individual differences in mathematics achievement: a longitudinal study from first grade to second grade. , 2009, Journal of experimental child psychology.

[2]  Susan E. Gathercole,et al.  Working memory and phonological awareness as predictors of progress towards early learning goals at school entry , 2005 .

[3]  I. Mammarella,et al.  Spatial and visual working memory ability in children with difficulties in arithmetic word problem solving , 2010 .

[4]  B. Ambridge,et al.  The structure of working memory from 4 to 15 years of age. , 2004, Developmental psychology.

[5]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[6]  Yves Rosseel,et al.  lavaan: An R Package for Structural Equation Modeling , 2012 .

[7]  S. Gathercole,et al.  Executive functions and achievements in school: Shifting, updating, inhibition, and working memory , 2006, Quarterly journal of experimental psychology.

[8]  J. Fletcher,et al.  Specific reading disability (dyslexia): what have we learned in the past four decades? , 2004, Journal of child psychology and psychiatry, and allied disciplines.

[9]  H. Swanson,et al.  Reading comprehension and working memory in learning-disabled readers: Is the phonological loop more important than the executive system? , 1999, Journal of experimental child psychology.

[10]  F. Schmidt,et al.  General mental ability in the world of work: occupational attainment and job performance. , 2004, Journal of personality and social psychology.

[11]  H. Swanson,et al.  The Relationship Between Working Memory and Mathematical Problem Solving in Children at Risk and Not at Risk for Serious Math Difficulties , 2004 .

[12]  H. Swanson,et al.  Working Memory, Short-Term Memory, and Reading Disabilities , 2009, Journal of learning disabilities.

[13]  A. Baddeley The episodic buffer: a new component of working memory? , 2000, Trends in Cognitive Sciences.

[14]  I. Mammarella,et al.  Differences in Verbal and Visuospatial Forward and Backward Order Recall: A Review of the Literature , 2017, Front. Psychol..

[15]  John W. Adams,et al.  The relationship between visuospatial sketchpad capacity and children's mathematical skills , 2008 .

[16]  Francesca Pazzaglia,et al.  Increases in Intrusion Errors and Working Memory Deficit of Poor Comprehenders , 1998, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[17]  C. Cornoldi,et al.  The Crucial Role of Working Memory in Intellectual Functioning , 2014 .

[18]  E. Borella,et al.  The role of working memory, inhibition, and processing speed in text comprehension in children☆ , 2014 .

[19]  I. Mammarella,et al.  The relationship between working memory and intelligence in children: Is the scoring procedure important? , 2014 .

[20]  T. Alloway,et al.  Investigating the predictive roles of working memory and IQ in academic attainment. , 2010, Journal of experimental child psychology.

[21]  Amy Devine,et al.  Developmental dyscalculia is related to visuo-spatial memory and inhibition impairment☆ , 2013, Cortex.

[22]  C. Cornoldi,et al.  Working memory and domain-specific precursors predicting success in learning written subtraction problems , 2014 .

[23]  R. Kline Principles and practice of structural equation modeling, 3rd ed. , 2011 .

[24]  C. Cornoldi,et al.  The relationship among geometry, working memory, and intelligence in children. , 2014, Journal of experimental child psychology.

[25]  H. Swanson,et al.  Are Mathematics Disabilities Due to a Domain-General or a Domain-Specific Working Memory Deficit? , 2001, Journal of learning disabilities.

[26]  Mary Hegarty,et al.  How are visuospatial working memory, executive functioning, and spatial abilities related? A latent-variable analysis. , 2001, Journal of experimental psychology. General.

[27]  Thomas S. Redick,et al.  Working Memory Training Does Not Improve Performance on Measures of Intelligence or Other Measures of “Far Transfer” , 2016, Perspectives on Psychological Science.

[28]  D. Szűcs,et al.  Subtypes and comorbidity in mathematical learning disabilities: Multidimensional study of verbal and visual memory processes is key to understanding. , 2016, Progress in brain research.

[29]  H. Swanson,et al.  Verbal and Visual-Spatial Working Memory: What Develops Over a Life Span? , 2017, Developmental psychology.

[30]  C. Cornoldi,et al.  Role of working memory in explaining the performance of individuals with specific reading comprehension difficulties: A meta-analysis , 2009 .

[31]  H. Lee Swanson,et al.  Working memory, learning, and academic achievement. , 2012 .

[32]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[33]  C. Cornoldi,et al.  The involvement of working memory in children's exact and approximate mental addition. , 2012, Journal of experimental child psychology.

[34]  S. Gathercole,et al.  Verbal and non-verbal working memory and achievements on National Curriculum tests at 11 and 14 years of age , 2003, Educational and Child Psychology.

[35]  H. Swanson,et al.  Mathematical problem solving and working memory in children with learning disabilities: both executive and phonological processes are important. , 2001, Journal of experimental child psychology.

[36]  P. Lachenbruch Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[37]  Michael F. Bunting,et al.  Working memory span tasks: A methodological review and user’s guide , 2005, Psychonomic bulletin & review.

[38]  I. Mammarella,et al.  Cognitive Abilities as Precursors of the Early Acquisition of Mathematical Skills During First Through Second Grades , 2008, Developmental neuropsychology.

[39]  S. Gathercole,et al.  Working memory in children with reading disabilities. , 2006, Journal of experimental child psychology.

[40]  S. Wiebe,et al.  Short-Term Memory, Working Memory, and Executive Functioning in Preschoolers: Longitudinal Predictors of Mathematical Achievement at Age 7 Years , 2008, Developmental neuropsychology.

[41]  S. Gathercole,et al.  Does working memory training lead to generalized improvements in children with low working memory? A randomized controlled trial , 2013, Developmental science.

[42]  Derek H Berg,et al.  Working memory and arithmetic calculation in children: the contributory roles of processing speed, short-term memory, and reading. , 2008, Journal of experimental child psychology.

[43]  Juan Pascual-Leone,et al.  A mathematical model for the transition rule in Piaget's developmental stages , 1970 .

[44]  J. Oakhill,et al.  Levels of Comprehension Monitoring and Working Memory in Good and Poor Comprehenders , 2005 .

[45]  A. Miyake,et al.  Differential roles for visuospatial and verbal working memory in situation model construction. , 2000, Journal of experimental psychology. General.

[46]  Randall W Engle,et al.  Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. , 1999, Journal of experimental psychology. General.

[47]  S. Pickering,et al.  Assessment of Working Memory in Six- and Seven-Year-Old Children. , 2000 .

[48]  I. Mammarella,et al.  The relationship between intelligence, working memory, academic self-esteem, and academic achievement , 2017 .

[49]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[50]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[51]  C. Cornoldi,et al.  The structure of working memory and how it relates to intelligence in children , 2013 .

[52]  A. Miyake,et al.  The separability of working memory resources for spatial thinking and language processing: an individual differences approach. , 1996, Journal of experimental psychology. General.

[53]  H. Swanson,et al.  Working memory and intelligence in children: What develops? , 2008 .

[54]  Cesare Cornoldi,et al.  Visuospatial working memory in intuitive geometry, and in academic achievement in geometry , 2013 .

[55]  Kenneth A. Bollen,et al.  Structural Equations with Latent Variables , 1989 .

[56]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[57]  S. Handley,et al.  Conditional reasoning and the Tower of Hanoi: the role of spatial and verbal working memory. , 2002, British journal of psychology.

[58]  C. Cornoldi,et al.  Difficulties in the control of irrelevant visuospatial information in children with visuospatial learning disabilities. , 2005, Acta psychologica.

[59]  R. Engle,et al.  The generality of working memory capacity: a latent-variable approach to verbal and visuospatial memory span and reasoning. , 2004, Journal of experimental psychology. General.

[60]  P. Palladino Uno strumento per esaminare la memoria di lavoro verbale in bambini di scuola elementare: taratura e validità , 2005 .

[61]  Tracy Packiam Alloway,et al.  Verbal and visuospatial short-term and working memory in children: are they separable? , 2006, Child development.

[62]  S. Pickering,et al.  Working memory skills and educational attainment: evidence from national curriculum assessments at 7 and 14 years of age , 2004 .

[63]  I. Mammarella,et al.  The underlying structure of visuospatial working memory in children with mathematical learning disability. , 2018, The British journal of developmental psychology.

[64]  T. Alloway,et al.  Working memory across the lifespan: A cross-sectional approach , 2013 .

[65]  C. Cornoldi,et al.  Mental additions and verbal-domain interference in children with developmental dyscalculia. , 2013, Research in developmental disabilities.

[66]  P. Carpenter,et al.  Individual differences in working memory and reading , 1980 .

[67]  L. Pagani,et al.  Toddler working memory skills predict kindergarten school readiness , 2012 .

[68]  Cesare Cornoldi,et al.  Visuo-spatial working memory and individual differences , 2003 .