Fractions as percepts? Exploring cross-format distance effects for fractional magnitudes

This study presents evidence that humans have intuitive, perceptually based access to the abstract fraction magnitudes instantiated by nonsymbolic ratio stimuli. Moreover, it shows these perceptually accessed magnitudes can be easily compared with symbolically represented fractions. In cross-format comparisons, participants picked the larger of two ratios. Ratios were presented either symbolically as fractions or nonsymbolically as paired dot arrays or as paired circles. Response patterns were consistent with participants comparing specific analog fractional magnitudes independently of the particular formats in which they were presented. These results pose a challenge to accounts that argue human cognitive architecture is ill-suited for processing fractions. Instead, it seems that humans can process nonsymbolic ratio magnitudes via perceptual routes and without recourse to conscious symbolic algorithms, analogous to the processing of whole number magnitudes. These findings have important implications for theories regarding the nature of human number sense - they imply that fractions may in some sense be natural numbers, too.

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

[2]  Robert S. Siegler,et al.  Fractions: the new frontier for theories of numerical development , 2013, Trends in Cognitive Sciences.

[3]  Mark Lewis,et al.  The Neurocognitive Roots of Fraction Knowledge , 2014, CogSci.

[4]  James W. Stigler,et al.  What Community College Developmental Mathematics Students Understand about Mathematics. , 2010 .

[5]  F A Wichmann,et al.  Ning for Helpful Comments and Suggestions. This Paper Benefited Con- Siderably from Conscientious Peer Review, and We Thank Our Reviewers the Psychometric Function: I. Fitting, Sampling, and Goodness of Fit , 2001 .

[6]  Ty W. Boyer,et al.  Child proportional scaling: is 1/3=2/6=3/9=4/12? , 2012, Journal of experimental child psychology.

[7]  Yujing Ni,et al.  Teaching and Learning Fraction and Rational Numbers: The Origins and Implications of Whole Number Bias , 2005 .

[8]  M J Morgan,et al.  The visual computation of 2-D area by human observers , 2005, Vision Research.

[9]  C. Sophian,et al.  Proportional reasoning in young children : The parts and the whole of it , 1997 .

[10]  Xavier Seron,et al.  Under- and over-estimation: a bi-directional mapping process between symbolic and non-symbolic representations of number? , 2011, Experimental psychology.

[11]  Joshua A Solomon,et al.  Efficiencies for the statistics of size discrimination. , 2011, Journal of vision.

[12]  Arava Y. Kallai,et al.  When meaningful components interrupt the processing of the whole: the case of fractions. , 2012, Acta psychologica.

[13]  Karen Wynn,et al.  Children's understanding of counting , 1990, Cognition.

[14]  R. Moyer,et al.  Psychophysical functions for perceived and remembered size. , 1978, Science.

[15]  Francis Tuerlinckx,et al.  Diffusion model analysis with MATLAB: A DMAT primer , 2008, Behavior research methods.

[16]  Aryn A Pyke,et al.  Developmental and individual differences in understanding of fractions. , 2013, Developmental psychology.

[17]  Michael Schneider,et al.  Representations of the magnitudes of fractions. , 2010, Journal of experimental psychology. Human perception and performance.

[18]  Arava Y. Kallai,et al.  A generalized fraction: an entity smaller than one on the mental number line. , 2009, Journal of experimental psychology. Human perception and performance.

[19]  Daniel Ansari,et al.  How do symbolic and non-symbolic numerical magnitude processing skills relate to individual differences in children's mathematical skills? A review of evidence from brain and behavior , 2013, Trends in Neuroscience and Education.

[20]  U. Goswami,et al.  Does half a pizza equal half a box of chocolates?: Proportional matching in an analogy task , 2001 .

[21]  S. Dehaene,et al.  Cultural Recycling of Cortical Maps , 2007, Neuron.

[22]  S. S. Stevens,et al.  Ratio scales and category scales for a dozen perceptual continua. , 1957, Journal of experimental psychology.

[23]  Elise Temple,et al.  Representations of Fractions: Evidence for Accessing the Whole Magnitude in Adults , 2011 .

[24]  Thomas R. Post,et al.  Initial Fraction Learning by Fourth- and Fifth-Grade Students: A Comparison of the Effects of Using Commercial Curricula with the Effects of Using the Rational Number Project Curriculum. , 2002 .

[25]  N. Prins Psychophysics: A Practical Introduction , 2009 .

[26]  M H Birnbaum,et al.  Judgments of proportions. , 1990, Journal of experimental psychology. Human perception and performance.

[27]  Marie-Pascale Noël,et al.  Comparing 5/7 and 2/9: Adults can do it by accessing the magnitude of the whole fractions. , 2010, Acta psychologica.

[28]  I. Spence Visual psychophysics of simple graphical elements. , 1990, Journal of experimental psychology. Human perception and performance.

[29]  Andreas Nieder,et al.  Notation-Independent Representation of Fractions in the Human Parietal Cortex , 2009, The Journal of Neuroscience.

[30]  S. Dehaene,et al.  Abstract representations of numbers in the animal and human brain , 1998, Trends in Neurosciences.

[31]  Philip J. Kellman,et al.  Perceptual Learning and the Technology of Expertise: Studies in Fraction Learning and Algebra. , 2008 .

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

[33]  Kelly S. Mix,et al.  Early fraction calculation ability. , 1999, Developmental psychology.

[34]  M. Noël,et al.  Finger gnosia: a predictor of numerical abilities in children? , 2005, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[35]  F. Restle Speed of Adding and Comparing Numbers. , 1970 .

[36]  Susan B. Empson,et al.  Equal sharing and shared meaning: The development of fraction concepts in a first-grade classroom , 1999 .

[37]  X. Seron,et al.  The mental representation of the magnitude of symbolic and nonsymbolic ratios in adults , 2012, Quarterly journal of experimental psychology.

[38]  Robert L. Goldstone,et al.  The Education of Perception , 2010, Top. Cogn. Sci..

[39]  David C. Geary,et al.  Development of Mathematical Understanding. , 2007 .

[40]  John F. LeBlanc,et al.  National Council of Teachers of Mathematics , 1982 .

[41]  Andreas Nieder,et al.  Behavioral and Prefrontal Representation of Spatial Proportions in the Monkey , 2008, Current Biology.

[42]  E. T. Bell,et al.  Men of Mathematics , 1937, Nature.

[43]  C. Moore,et al.  Development of intuitive and numerical proportional reasoning , 1992 .

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

[45]  Miriam Bassok,et al.  Magnitude comparison with different types of rational numbers. , 2014, Journal of experimental psychology. Human perception and performance.

[46]  Stanislas Dehaene,et al.  Calibrating the mental number line , 2008, Cognition.

[47]  Robert Sekuler,et al.  Children's Judgments of Numerical Inequality. , 1977 .

[48]  Rochel Gelman,et al.  Enabling constraints for cognitive development and learning: Domain specificity and epigenesis. , 1998 .

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

[50]  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.

[51]  Avishai Henik,et al.  The development of internal representations of magnitude and their association with Arabic numerals. , 2002, Journal of experimental child psychology.

[52]  Catherine Sophian,et al.  Perceptions of proportionality in young children: matching spatial ratios , 2000, Cognition.

[53]  Lisa K Fazio,et al.  Relations of different types of numerical magnitude representations to each other and to mathematics achievement. , 2014, Journal of experimental child psychology.

[54]  Sean Duffy,et al.  Infants and Toddlers Discriminate Amount: Are They Measuring? , 2002, Psychological science.

[55]  Marco Zorzi,et al.  The mental representation of numerical fractions: real or integer? , 2007, Journal of experimental psychology. Human perception and performance.

[56]  Mary K. Hoard,et al.  Competence with fractions predicts gains in mathematics achievement. , 2012, Journal of experimental child psychology.

[57]  Justin Halberda,et al.  Developmental change in the acuity of approximate number and area representations. , 2013, Developmental psychology.

[58]  Sean Duffy,et al.  It Is All Relative: How Young Children Encode Extent , 2005 .

[59]  Percival G. Matthews,et al.  Are Fractions Natural Numbers, Too? , 2014, CogSci.

[60]  P. Bryant,et al.  Children's Proportional Judgments: The Importance of “Half” , 1991 .

[61]  ROBERT S. MOYER,et al.  Time required for Judgements of Numerical Inequality , 1967, Nature.

[62]  M. Zorzi,et al.  The role of numerosity in processing nonsymbolic proportions , 2012, Quarterly journal of experimental psychology.

[63]  E. Markman,et al.  Children's use of mutual exclusivity to constrain the meanings of words , 1988, Cognitive Psychology.

[64]  T. Indow,et al.  Scaling of dot numerosity , 1977 .

[65]  Francis Tuerlinckx,et al.  Fitting the ratcliff diffusion model to experimental data , 2007, Psychonomic bulletin & review.

[66]  J. Nachmias Judging spatial properties of simple figures , 2008, Vision Research.

[67]  J. Gerstmann SYNDROME OF FINGER AGNOSIA, DISORIENTATION FOR RIGHT AND LEFT, AGRAPHIA AND ACALCULIA: LOCAL DIAGNOSTIC VALUE , 1940 .

[68]  S. Dehaene,et al.  Is numerical comparison digital? Analogical and symbolic effects in two-digit number comparison. , 1990, Journal of experimental psychology. Human perception and performance.

[69]  Thomas P. Carpenter,et al.  Results from the Second Mathematics Assessment of the National Assessment of Educational Progress , 1981 .

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

[71]  Andreas Nieder,et al.  Tuning to non‐symbolic proportions in the human frontoparietal cortex , 2009, The European journal of neuroscience.

[72]  Susan C. Levine,et al.  The Development of Proportional Reasoning: Effect of Continuous Versus Discrete Quantities , 2007 .

[73]  Bert Reynvoet,et al.  The interplay between nonsymbolic number and its continuous visual properties. , 2012, Journal of experimental psychology. General.

[74]  C. Gallistel,et al.  Preverbal and verbal counting and computation , 1992, Cognition.

[75]  Andreas Nieder,et al.  Relating magnitudes: the brain's code for proportions , 2012, Trends in Cognitive Sciences.

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

[77]  Ji Y. Son,et al.  Perceptual Learning Modules in Mathematics: Enhancing Students' Pattern Recognition, Structure Extraction, and Fluency , 2010, Top. Cogn. Sci..

[78]  E. L. Kaufman,et al.  The discrimination of visual number. , 1949, The American journal of psychology.

[79]  Brian Butterworth,et al.  Foundational numerical capacities and the origins of dyscalculia , 2010, Trends in Cognitive Sciences.

[80]  Ty W. Boyer,et al.  Development of proportional reasoning: where young children go wrong. , 2008, Developmental psychology.

[81]  A. Nieder Counting on neurons: the neurobiology of numerical competence , 2005, Nature Reviews Neuroscience.

[82]  Koleen McCrink,et al.  Ratio Abstraction by 6-Month-Old Infants , 2007, Psychological science.

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

[84]  Clarissa A. Thompson,et al.  Children are not like older adults: a diffusion model analysis of developmental changes in speeded responses. , 2012, Child development.

[85]  R. Church,et al.  A mode control model of counting and timing processes. , 1983, Journal of experimental psychology. Animal behavior processes.

[86]  L E Krueger,et al.  Perceived numerosity: A comparison of magnitude production, magnitude estimation, and discrimination judgments , 1984, Perception & psychophysics.

[87]  Clarissa A. Thompson,et al.  An integrated theory of whole number and fractions development , 2011, Cognitive Psychology.

[88]  Philipp Koehn,et al.  Cognitive Psychology , 1992, Ageing and Society.

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