Who can escape the natural number bias in rational number tasks? A study involving students and experts.

Many learners have difficulties with rational number tasks because they persistently rely on their natural number knowledge, which is not always applicable. Studies show that such a natural number bias can mislead not only children but also educated adults. It is still unclear whether and under what conditions mathematical expertise enables people to be completely unaffected by such a bias on tasks in which people with less expertise are clearly biased. We compared the performance of eighth-grade students and expert mathematicians on the same set of algebraic expression problems that addressed the effect of arithmetic operations (multiplication and division). Using accuracy and response time measures, we found clear evidence for a natural number bias in students but no traces of a bias in experts. The data suggested that whereas students based their answers on their intuitions about natural numbers, expert mathematicians relied on their skilled intuitions about algebraic expressions. We conclude that it is possible for experts to be unaffected by the natural number bias on rational number tasks when they use strategies that do not involve natural numbers.

[1]  E. Fischbein,et al.  Intuition in science and mathematics , 1987 .

[2]  K Moeller,et al.  Adaptive processing of fractions--evidence from eye-tracking. , 2014, Acta psychologica.

[3]  S. Vosniadou,et al.  The development of students’ understanding of the numerical value of fractions , 2004 .

[4]  S. Vosniadou,et al.  Understanding the structure of the set of rational numbers: a conceptual change approach , 2004 .

[5]  K. Holyoak,et al.  Conceptual structure and the procedural affordances of rational numbers: relational reasoning with fractions and decimals. , 2015, Journal of experimental psychology. General.

[6]  V. Thompson Dual-process theories: A metacognitive perspective , 2009 .

[7]  Robert S. Siegler,et al.  Conceptual knowledge of fraction arithmetic. , 2015 .

[8]  Robert S. Siegler,et al.  Bridging the Gap: Fraction Understanding Is Central to Mathematics Achievement in Students from Three Different Continents. , 2015 .

[9]  Joan E. Hughes,et al.  Preservice Teachers , 2003 .

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

[11]  L. Verschaffel,et al.  Brief Report. Educated adults are still affected by intuitions about the effect of arithmetical operations: evidence from a reaction-time study , 2013 .

[12]  Dana Ganor-Stern,et al.  Primitives and Non-primitives of Numerical Representations , 2015 .

[13]  E. Fischbein,et al.  THE ROLE OF IMPLICIT MODELS IN SOLVING VERBAL PROBLEMS IN MULTIPLICATION AND DIVISION , 1985 .

[14]  Uri Leron,et al.  The Rationality Debate: Application of Cognitive Psychology to Mathematics Education , 2006 .

[15]  M. Alibali,et al.  Variability in the natural number bias: Who, when, how, and why , 2015 .

[16]  Patrick Lemaire,et al.  Eye movement correlates of younger and older adults' strategies for complex addition. , 2007, Acta psychologica.

[17]  L. Resnick,et al.  Conceptual Bases of Arithmetic Errors: The Case of Decimal Fractions. , 1989 .

[18]  Stella Vosniadou,et al.  The Whole Number Bias in Fraction Magnitude Comparisons with Adults , 2011, CogSci.

[19]  Stella Vosniadou,et al.  The representation of fraction magnitudes and the whole number bias reconsidered. , 2015 .

[20]  Lieven Verschaffel,et al.  Are secondary school students still hampered by the natural number bias? A reaction time study on fraction comparison tasks , 2013 .

[21]  Xinlin Zhou,et al.  Cognitive correlates of performance in advanced mathematics. , 2012, The British journal of educational psychology.

[22]  Lieven Verschaffel,et al.  In search for the natural number bias in secondary school students' interpretation of the effect of arithmetical operations , 2015 .

[23]  Marie-Pascale Noël,et al.  Comparing the magnitude of two fractions with common components: which representations are used by 10- and 12-year-olds? , 2010, Journal of experimental child psychology.

[24]  Gerd Gigerenzer,et al.  Heuristic decision making. , 2011, Annual review of psychology.

[25]  Wim Van Dooren,et al.  What Fills the Gap between Discrete and Dense? Greek and Flemish Students' Understanding of Density. , 2011 .

[26]  Konstantinos P. Christou,et al.  What Kinds of Numbers Do Students Assign to Literal Symbols? Aspects of the Transition from Arithmetic to Algebra , 2012 .

[27]  Lieven Verschaffel,et al.  Naturally Biased? In Search for Reaction Time Evidence for a Natural Number Bias in Adults. , 2012 .

[28]  D. Kahneman,et al.  Conditions for intuitive expertise: a failure to disagree. , 2009, The American psychologist.

[29]  B. Greer Multiplication and division as models of situations. , 1992 .

[30]  M. Schmidt,et al.  Expert mathematicians' strategies for comparing the numerical values of fractions – evidence from eye movements , 2014 .

[31]  R. Siegler,et al.  Early Predictors of High School Mathematics Achievement , 2012, Psychological science.

[32]  Andreas Obersteiner,et al.  The natural number bias and magnitude representation in fraction comparison by expert mathematicians , 2013 .

[33]  L. Verschaffel,et al.  Dual Processes in the Psychology of Mathematics Education and Cognitive Psychology , 2009, Human Development.

[34]  H. Simon,et al.  What is an “Explanation” of Behavior? , 1992 .

[35]  K. A. Ericsson,et al.  Verbal reports as data. , 1980 .

[36]  Matthew Inglis,et al.  MATHEMATICIANS AND THE SELECTION TASK , 2004 .

[37]  S. Vosniadou,et al.  How Many Decimals Are There Between Two Fractions? Aspects of Secondary School Students’ Understanding of Rational Numbers and Their Notation , 2010 .

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

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

[40]  Annette R. Baturo,et al.  Preservice Teachers' Knowledge of Difficulties in Decimal Numeration , 2001 .

[41]  Xenia Vamvakoussi The development of rational number knowledge: Old topic, new insights , 2015 .

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