Representational change and strategy use in children's number line estimation during the first years of primary school

BackgroundThe objective of this study was to scrutinize number line estimation behaviors displayed by children in mathematics classrooms during the first three years of schooling. We extend existing research by not only mapping potential logarithmic-linear shifts but also provide a new perspective by studying in detail the estimation strategies of individual target digits within a number range familiar to children.MethodsTypically developing children (n = 67) from Years 1-3 completed a number-to-position numerical estimation task (0-20 number line). Estimation behaviors were first analyzed via logarithmic and linear regression modeling. Subsequently, using an analysis of variance we compared the estimation accuracy of each digit, thus identifying target digits that were estimated with the assistance of arithmetic strategy.ResultsOur results further confirm a developmental logarithmic-linear shift when utilizing regression modeling; however, uniquely we have identified that children employ variable strategies when completing numerical estimation, with levels of strategy advancing with development.ConclusionIn terms of the existing cognitive research, this strategy factor highlights the limitations of any regression modeling approach, or alternatively, it could underpin the developmental time course of the logarithmic-linear shift. Future studies need to systematically investigate this relationship and also consider the implications for educational practice.

[1]  J. Piaget The Psychology Of Intelligence , 1951 .

[2]  Susan C. Levine,et al.  Quantitative Development in Infancy and Early Childhood , 2002 .

[3]  Robert S. Siegler,et al.  Linear Numerical-Magnitude Representations Aid Children’s Memory for Numbers , 2010, Psychological science.

[4]  E. Spelke,et al.  Infants' Discrimination of Number vs. Continuous Extent , 2002, Cognitive Psychology.

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

[6]  R. Siegler Emerging Minds: The Process of Change in Children's Thinking , 1996 .

[7]  Hilary C Barth,et al.  The development of numerical estimation: evidence against a representational shift. , 2011, Developmental science.

[8]  S. Dehaene,et al.  Dissociable mechanisms of subitizing and counting: neuropsychological evidence from simultanagnosic patients. , 1994, Journal of experimental psychology. Human perception and performance.

[9]  Clarissa A. Thompson,et al.  How 15 hundred is like 15 cherries: effect of progressive alignment on representational changes in numerical cognition. , 2010, Child development.

[10]  Robert S. Siegler,et al.  The Logarithmic-To-Linear Shift: One Learning Sequence, Many Tasks, Many Time Scales , 2009 .

[11]  Clarissa A. Thompson,et al.  Costs and benefits of representational change: effects of context on age and sex differences in symbolic magnitude estimation. , 2008, Journal of experimental child psychology.

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

[13]  P. Onghena,et al.  The relationship between the shape of the mental number line and familiarity with numbers in 5- to 9-year old children: evidence for a segmented linear model. , 2008, Journal of experimental child psychology.

[14]  Brian P. Dyre,et al.  Bias in proportion judgments: the cyclical power model. , 2000, Psychological review.

[15]  Robert S Siegler,et al.  The powers of noise-fitting: reply to Barth and Paladino. , 2011, Developmental science.

[16]  Robbie Case,et al.  Child cognitive development: The role of central conceptual structures in the development of scientific and social thought. , 1990 .

[17]  Brian Butterworth,et al.  Are Subitizing and Counting Implemented as Separate or Functionally Overlapping Processes? , 2002, NeuroImage.

[18]  G. Mandler,et al.  Subitizing: an analysis of its component processes. , 1982, Journal of experimental psychology. General.

[19]  David J. Chard,et al.  Using Measures of Number Sense to Screen for Difficulties in Mathematics: Preliminary Findings , 2005 .

[20]  Gavin Huntley-Fenner,et al.  Children's understanding of number is similar to adults' and rats': numerical estimation by 5–7-year-olds , 2001, Cognition.

[21]  Elizabeth M Brannon,et al.  The development of ordinal numerical knowledge in infancy , 2002, Cognition.

[22]  D. Cohen,et al.  Numerical bias in bounded and unbounded number line tasks , 2011, Psychonomic bulletin & review.

[23]  Jo-Anne LeFevre,et al.  The Development of Procedural and Conceptual Knowledge in Computational Estimation. , 1993 .

[24]  S. Dehaene,et al.  The Number Sense: How the Mind Creates Mathematics. , 1998 .

[25]  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.

[26]  P. Starkey,et al.  The development of subitizing in young children , 1995 .

[27]  B. Rittle-Johnson,et al.  Flexibility in Problem Solving: The Case of Equation Solving. , 2008 .

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

[29]  Meindert Beishuizen,et al.  Mental Strategies and Materials or Models for Addition and Subtraction Up to 100 in Dutch Second Grades. , 1993 .

[30]  R M Church,et al.  Time left: linear versus logarithmic subjective time. , 1981, Journal of experimental psychology. Animal behavior processes.

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

[32]  Y Okamoto,et al.  Exploring the microstructure of children's central conceptual structures in the domain of number. , 2008, Monographs of the Society for Research in Child Development.

[33]  Marco Zorzi,et al.  Numerical estimation in preschoolers. , 2010, Developmental psychology.

[34]  Ann Dowker,et al.  Computational estimation strategies of professional mathematicians. , 1992 .

[35]  F. Campbell,et al.  The Magic Number 4 ± 0: A New Look at Visual Numerosity Judgements , 1976, Perception.

[36]  Nancy C. Jordan,et al.  Number sense growth in kindergarten: a longitudinal investigation of children at risk for mathematics difficulties. , 2006, Child development.

[37]  Lieven Verschaffel,et al.  A validation of eye movements as a measure of elementary school children's developing number sense , 2008 .

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

[39]  Ann Dowker,et al.  Estimation Strategies of Four Groups , 1996 .

[40]  Robert S. Siegler,et al.  Representational change and children’s numerical estimation , 2007, Cognitive Psychology.

[41]  John P. Smith,et al.  Competent Reasoning With Rational Numbers , 1995 .

[42]  Jeffrey Bisanz,et al.  Multiple routes to solution of single-digit multiplication problems. , 1996 .

[43]  S. Griffin,et al.  Building number sense with Number Worlds: a mathematics program for young children , 2004 .

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

[45]  Michael Schneider,et al.  Mental number line, number line estimation, and mathematical achievement : Their interrelations in grades 5 and 6 , 2009 .