Ontogenetic Origins of Human Integer Representations

Do children learn number words by associating them with perceptual magnitudes? Recent studies argue that approximate numerical magnitudes play a foundational role in the development of integer concepts. Against this, we argue that approximate number representations fail both empirically and in principle to provide the content required of integer concepts. Instead, we suggest that children's understanding of integer concepts proceeds in two phases. In the first phase, children learn small exact number word meanings by associating words with small sets. In the second phase, children learn the meanings of larger number words by mastering the logic of exact counting algorithms, which implement the successor function and Hume's principle (that one-to-one correspondence guarantees exact equality). In neither phase do approximate number representations play a foundational role.

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

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

[3]  Barbara W. Sarnecka,et al.  The Idea of an Exact Number: Children's Understanding of Cardinality and Equinumerosity , 2013, Cogn. Sci..

[4]  S. Carey,et al.  The Representations Underlying Infants' Choice of More: Object Files Versus Analog Magnitudes , 2002, Psychological science.

[5]  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.

[6]  E. B. Tylor,et al.  Primitive Culture: Researches Into the Development of Mythology, Philosophy, Religion, Art, and Custom , 1974 .

[7]  Tali Leibovich,et al.  Toward an integrative approach to numerical cognition. , 2017, The Behavioral and brain sciences.

[8]  Robert Dixon,et al.  The Jarawara language of Southern Amazonia , 2004 .

[9]  H S Terrace,et al.  Ordering of the numerosities 1 to 9 by monkeys. , 1998, Science.

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

[11]  S. Carey Why Theories of Concepts Should Not Ignore the Problem of Acquisition , 2015 .

[12]  D. Schmandt-Besserat "BA" Guide to Artifacts: Tokens & Counting , 1983, The Biblical Archaeologist.

[13]  Elizabet Spaepen,et al.  Approximate number word knowledge before the cardinal principle. , 2015, Journal of experimental child psychology.

[14]  Pierre R. Dasen,et al.  Yupno Number System and Counting , 1994 .

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

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

[17]  D. Barner Language, procedures, and the non-perceptual origin of number word meanings* , 2017, Journal of Child Language.

[18]  J. L. Austin,et al.  The foundations of arithmetic : a logico-mathematical enquiry into the concept of number , 1951 .

[19]  John R. Platt,et al.  Localization of position within a homogeneous behavior chain: Effects of error contingencies , 1971 .

[20]  Stella F. Lourenco,et al.  General Magnitude Representation in Human Infants , 2010, Psychological science.

[21]  James W. Hall,et al.  THE TRANSITION FROM COUNTING-ALL TO COUNTING-ON IN ADDITION , 1983 .

[22]  S. Dehaene Origins of Mathematical Intuitions , 2009, Annals of the New York Academy of Sciences.

[23]  Susan Carey,et al.  One, two, three, four, nothing more: An investigation of the conceptual sources of the verbal counting principles , 2007, Cognition.

[24]  D. Barner,et al.  Does Grammatical Structure Accelerate Number Word Learning? Evidence from Learners of Dual and Non-Dual Dialects of Slovenian , 2016, PloS one.

[25]  Susan Goldin-Meadow,et al.  Number without a language model , 2011, Proceedings of the National Academy of Sciences.

[26]  David Barner,et al.  Finding one’s meaning: A test of the relation between quantifiers and integers in language development , 2009, Cognitive Psychology.

[27]  K. Davidson,et al.  Does learning to count involve a semantic induction? , 2012, Cognition.

[28]  A. Church A Set of Postulates for the Foundation of Logic , 1932 .

[29]  David Barner,et al.  Does the conceptual distinction between singular and plural sets depend on language? , 2009, Developmental psychology.

[30]  Rochel Gelman,et al.  Early understandings of numbers: paths or barriers to the construction of new understandings? , 1998 .

[31]  David Barner,et al.  On the relation between the acquisition of singular-plural morpho-syntax and the conceptual distinction between one and more than one. , 2007, Developmental science.

[32]  C. Gallistel,et al.  Non-verbal numerical cognition: from reals to integers , 2000, Trends in Cognitive Sciences.

[33]  S. Carey The Origin of Concepts , 2000 .

[34]  D. Lancy The indigenous mathematics project: An overview , 1981 .

[35]  David Barner,et al.  Inference and association in children's early numerical estimation. , 2014, Child development.

[36]  Robert H. Logie,et al.  Cognitive processes in counting. , 1987 .

[37]  Jesse Snedeker,et al.  When is Four Far More Than Three? Children’s Generalization of Newly-Acquired Number Words , 2009 .

[38]  S. Carey,et al.  On the limits of infants' quantification of small object arrays , 2005, Cognition.

[39]  Daniel C. Hyde,et al.  Brief non-symbolic, approximate number practice enhances subsequent exact symbolic arithmetic in children , 2014, Cognition.

[40]  Ariel Starr,et al.  Number sense in infancy predicts mathematical abilities in childhood , 2013, Proceedings of the National Academy of Sciences.

[41]  C. Gallistel,et al.  The Child's Understanding of Number , 1979 .

[42]  Harald Hammarström,et al.  Rarities in Numeral Systems , 2010 .

[43]  Richard G. Heck Frege’s Principle , 1995 .

[44]  Marcus Giaquinto,et al.  Mental Number Lines , 2006 .

[45]  Geoffrey B. Saxe,et al.  Body parts as numerals: A developmental analysis of numeration among the Oksapmin in Papua New Guinea. , 1981 .

[46]  Susan Goldin-Meadow,et al.  Communicating about quantity without a language model: Number devices in homesign grammar , 2013, Cognitive Psychology.

[47]  Stanislas Dehaene,et al.  Cognitive euroscience: Scalar variability in price estimation and the cognitive consequences of switching to the euro , 2002, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[48]  M. Inglis,et al.  Is the ANS linked to mathematics performance? , 2017, Behavioral and Brain Sciences.

[49]  R. Núñez Is There Really an Evolved Capacity for Number? , 2017, Trends in cognitive sciences.

[50]  K. Wynn Children's acquisition of the number words and the counting system , 1992, Cognitive Psychology.

[51]  Justin Halberda,et al.  Children’s mappings between number words and the approximate number system , 2015, Cognition.

[52]  E. Spelke,et al.  The construction of large number representations in adults , 2003, Cognition.

[53]  Elizabeth M Brannon,et al.  The representation of numerical magnitude , 2006, Current Opinion in Neurobiology.

[54]  Anna Shusterman,et al.  Do analog number representations underlie the meanings of young children’s verbal numerals? , 2017, Cognition.

[55]  Wim Fias,et al.  Representation of Number in Animals and Humans: A Neural Model , 2004, Journal of Cognitive Neuroscience.

[56]  Daniel Ansari,et al.  Symbolic Number Skills Predict Growth in Nonsymbolic Number Skills in Kindergarteners , 2017, Developmental psychology.

[57]  Elizabeth M Brannon,et al.  Training the Approximate Number System Improves Math Proficiency , 2013, Psychological science.

[58]  Michael Schneider,et al.  Associations of non-symbolic and symbolic numerical magnitude processing with mathematical competence: a meta-analysis. , 2017, Developmental science.

[59]  Claire Jason Bowern,et al.  Diversity in the Numeral Systems of Australian Languages , 2013 .

[60]  Linda B. Smith,et al.  Open questions and a proposal: A critical review of the evidence on infant numerical abilities , 2013, Cognition.

[61]  John Richards,et al.  The Acquisition and Elaboration of the Number Word Sequence , 1982 .

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

[63]  Michael D. Lee,et al.  A Model of Knower-Level Behavior in Number Concept Development , 2009, Cogn. Sci..

[64]  Michael D. Lee,et al.  Number-knower levels in young children: Insights from Bayesian modeling , 2011, Cognition.

[65]  Bert Reynvoet,et al.  Approximate number sense, symbolic number processing, or number-space mappings: what underlies mathematics achievement? , 2013, Journal of experimental child psychology.

[66]  Daniel Ansari,et al.  Qualitatively different coding of symbolic and nonsymbolic numbers in the human brain , 2015, Human brain mapping.

[67]  S. Carey,et al.  Re-visiting the competence/performance debate in the acquisition of the counting principles , 2006, Cognitive Psychology.

[68]  David Barner,et al.  To infinity and beyond: Children generalize the successor function to all possible numbers years after learning to count , 2017, Cognitive Psychology.

[69]  L. Decock The Conceptual Basis of Numerical Abilities: One-to-One Correspondence Versus the Successor Relation , 2008 .

[70]  Robert S. Siegler,et al.  A featural analysis of preschoolers' counting knowledge. , 1984 .

[71]  Elizabeth S Spelke,et al.  The development of language and abstract concepts: the case of natural number. , 2008, Journal of experimental psychology. General.

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

[73]  S. Carey,et al.  How counting represents number: What children must learn and when they learn it , 2008, Cognition.

[74]  A. Henik,et al.  The contribution of fish studies to the “number sense” debate , 2016, Behavioral and Brain Sciences.

[75]  Stanislas Dehaene,et al.  Origins of the brain networks for advanced mathematics in expert mathematicians , 2016, Proceedings of the National Academy of Sciences.

[76]  Daniel Ansari,et al.  Evidence against a strong association between numerical symbols and the quantities they represent , 2012, CogSci.

[77]  Daniel Ansari,et al.  Individual differences in children’s mathematical competence are related to the intentional but not automatic processing of Arabic numerals , 2011, Cognition.

[78]  Dénes Szűcs,et al.  A critical analysis of design, facts, bias and inference in the approximate number system training literature: A systematic review , 2017, Trends in Neuroscience and Education.

[79]  N. Freeman,et al.  Putting Counting to Work: Preschoolers' Understanding of Cardinal Extension. , 2003 .

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

[81]  Crispin Wright Frege's conception of numbers as objects , 1983 .

[82]  Elizabeth A. Gunderson,et al.  Meaning before order: Cardinal principle knowledge predicts improvement in understanding the successor principle and exact ordering , 2018, Cognition.

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

[84]  D. Barner,et al.  Cross-linguistic relations between quantifiers and numerals in language acquisition: evidence from Japanese. , 2009, Journal of experimental child psychology.

[85]  Becky H. Huang,et al.  Numerical morphology supports early number word learning: Evidence from a comparison of young Mandarin and English learners , 2016, Cognitive Psychology.

[86]  Patience Epps,et al.  On numeral complexity in hunter-gatherer languages , 2012 .

[87]  Ora Matushansky,et al.  Cardinals: The Syntax and Semantics of Cardinal-Containing Expressions , 2018 .

[88]  Susan C. Johnson,et al.  An association between understanding cardinality and analog magnitude representations in preschoolers , 2011, Cognition.

[89]  Lester E. Krueger,et al.  Perceived numerosity , 1972 .

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

[91]  D. Lancy Cross-cultural studies in cognition and mathematics , 1984 .

[92]  David Barner,et al.  Grammatical morphology as a source of early number word meanings , 2013, Proceedings of the National Academy of Sciences.

[93]  C. Gallistel,et al.  The generative basis of natural number concepts , 2008, Trends in Cognitive Sciences.

[94]  Peter Carruthers,et al.  The Innate Mind, Volume 3 , 2005 .

[95]  Junyi Chu,et al.  Do children's number words begin noisy? , 2018, Developmental science.

[96]  L. E. Krueger,et al.  Single judgments of numerosity , 1982, Perception & psychophysics.

[97]  Ana Sofia Morais,et al.  Developing intuition for prices in euros: rescaling or relearning prices? , 2004, Journal of experimental psychology. Applied.

[98]  H S Terrace,et al.  Representation of the numerosities 1-9 by rhesus macaques (Macaca mulatta). , 2000, Journal of experimental psychology. Animal behavior processes.

[99]  Tali Leibovich,et al.  The symbol-grounding problem in numerical cognition: A review of theory, evidence, and outstanding questions. , 2016, Canadian journal of experimental psychology = Revue canadienne de psychologie experimentale.

[100]  C. Gallistel,et al.  Mathematical Cognition , 2005 .

[101]  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.

[102]  S. C. Hawtrey The Lengua Indians of the Paraguayan Chaco , 1901 .

[103]  Barbara W. Sarnecka,et al.  From grammatical number to exact numbers: Early meanings of ‘one’, ‘two’, and ‘three’ in English, Russian, and Japanese , 2007, Cognitive Psychology.

[104]  J. Simmons,et al.  Perceived numerosity as a function of array number, speed of array development, and density of array items , 1991 .

[105]  Barbara W Sarnecka,et al.  Levels of number knowledge during early childhood. , 2009, Journal of experimental child psychology.

[106]  Noah D. Goodman,et al.  Bootstrapping in a language of thought: A formal model of numerical concept learning , 2012, Cognition.

[107]  J. Leybaert,et al.  Relationships between approximate number system acuity and early symbolic number abilities , 2012, Trends in Neuroscience and Education.

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

[109]  P. Bryant,et al.  Sharing and the understanding of number equivalence by young children , 1988 .

[110]  Patience Epps Growing a numeral system: the historical development of numerals in an Amazonian language family , 2006 .

[111]  Vincent Walsh A theory of magnitude: common cortical metrics of time, space and quantity , 2003, Trends in Cognitive Sciences.

[112]  C. Gallistel The organization of learning , 1990 .

[113]  Susan Goldin-Meadow,et al.  Generating a lexicon without a language model: Do words for number count? , 2013, Journal of memory and language.

[114]  David Barner,et al.  How are number words mapped to approximate magnitudes? , 2013, Quarterly journal of experimental psychology.

[115]  Denise Schmandt-Besserat The Envelopes That Bear the First Writing , 1980 .