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Multiplication facts and the mental number line: evidence from unbounded number line estimation

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Abstract

A spatial representation of number magnitude, aka the mental number line, is considered one of the basic numerical representations. One way to assess it is number line estimation (e.g., positioning 43 on a number line ranging from 0 to 100). Recently, a new unbounded version of the number line estimation task was suggested: without labeled endpoints but a predefined unit, which was argued to provide a purer measure of spatial numerical representations. To further investigate the processes determining estimation performance in the unbounded number line task, we used an adapted version with variable units other than 1 to evaluate influences of (i) the size of a given unit and (ii) multiples of the units as target numbers on participants’ estimation pattern. We observed that estimations got faster and more accurate with increasing unit sizes. On the other hand, multiples of a predefined unit were estimated faster, but not more accurately than non-multiples. These results indicate an influence of multiplication fact knowledge on spatial numerical processing.

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Notes

  1. Please note that the results did not change substantially when using the absolute estimation error in pixels (instead of the relative measure of units) as the dependent variable.

  2. Please note that the constant working window of about 10 we observed was not driven by the fact that 10 was the largest unit in the experiment. As recommended by Marc Brysbaert we conducted a control experiment in which 46 participants performed an unbounded number line estimation task with units 7 and 13 in a paper–pencil version of the task. Importantly, statistical evaluation of the resulting working windows indicated that it did not differ between unit size 7 and 13 [9.41 vs. 9.76, respectively, t(45) = 1.07, p = 0.32)] as well as from the mean working window over all unit sizes observed in the main experiment [unit size 7: t(45) = 0.43, p = 0.67; unit size 13: t(45) = 0.84, p = 0.41].

References

  • Ashcraft, M. H., & Moore, A. M. (2012). Cognitive processes of numerical estimation in children. Journal of Experimental Child Psychology, 111, 246–267.

    Article  PubMed  Google Scholar 

  • Barth, H. C., & Paladino, A. M. (2011). The development of numerical estimation: evidence against a representational shift. Developmental Science, 14, 125–135.

    Article  PubMed  Google Scholar 

  • Berteletti, I., Lucangeli, D., Piazza, M., Dehaene, S., & Zorzi, M. (2010). Numerical estimation in preschoolers. Developmental Psychology, 46, 545–551.

    Article  PubMed  Google Scholar 

  • Booth, J. L., & Siegler, R. S. (2006). Developmental and individual differences in pure numerical estimation. Developmental Psychology, 41, 189–201.

    Article  Google Scholar 

  • Cohen, D. J., & Blanc-Goldhammer, D. (2011). Numerical bias in bounded and unbounded number line tasks. Psychonomic Bulletin and Review, 18, 331–338.

    Article  PubMed Central  PubMed  Google Scholar 

  • Dehaene, S., & Cohen, L. (1995). Towards an anatomical and functional model of number processing. Mathematical Cognition, 1, 83–120.

    Google Scholar 

  • Dehaene, S., & Cohen, L. (1997). Cerebral pathways for calculation: double dissociation between rote verbal and quantitative knowledge of arithmetic. Cortex, 33, 219–250.

    Article  PubMed  Google Scholar 

  • Dehaene, S., Piazza, M., Pinel, P., & Cohen, L. (2003). Three parietal circuits for number processing. Cognitive Neuropsychology, 20, 487–506.

    Article  PubMed  Google Scholar 

  • Ebersbach, M., Luwel, K., Frick, A., Onghena, P., & Verschaffel, L. (2008). 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. Journal of Experimental Child Psychology, 99, 1–17.

    Article  PubMed  Google Scholar 

  • Fuson, K. (1988). Children’s counting and concepts of cumber. New York: Springer.

  • Gallistel, C. R., & Gelman, R. (1992). Preverbal and verbal counting and computation. Cognition, 44, 43–74.

    Google Scholar 

  • Helmreich, I., Zuber, J., Pixner, S., Kaufmann, L., Nuerk, H.-C., & Moeller, K. (2011). Language effects on children’s mental number line: how cross-cultural differences in number word systems affect spatial mappings of numbers in a non-verbal task. Journal of Cross-Cultural Psychology, 42, 598–613.

    Article  Google Scholar 

  • Hollands, J. G., & Dyre, B. P. (2000). Bias in proportion judgments: the cyclical power model. Psychological Review, 107, 500–524.

    Article  PubMed  Google Scholar 

  • Lee, K. M., & Kang, S. Y. (2002). Arithmetic operation and working memory: differential suppression in dual tasks. Cognition, 83, B63–B68.

    Article  PubMed  Google Scholar 

  • Moeller, K., Fischer, M. H., Nuerk, H.-C., & Willmes, K. (2009a). Eye fixation behaviour in the number bisection task: evidence for temporal specificity. Acta Psychologica, 131, 209–220.

    Article  PubMed  Google Scholar 

  • Moeller, K., Klein, E., Fischer, M. H., Nuerk H.-C., & Willmes, K. (2011b). Representation of multiplication facts: evidence for partial verbal coding. Behavioral and Brain Functions, 7:25.

  • Moeller, K., & Nuerk, H.-C. (2011). Psychophysics of numerical representation: why seemingly logarithmic representations may rather be multi-linear. Zeitschrift für Psychologie/Journal of Psychology, 219, 64–70.

    Article  Google Scholar 

  • Moeller, K., Pixner, S., Kaufmann, L., & Nuerk, H.-C. (2009b). Children’s early mental number line: logarithmic or rather decomposed linear? Journal of Experimental Child Psychology, 103, 503–515.

    Article  PubMed  Google Scholar 

  • Nuerk, H.-C., Geppert, B. E., van Herten, M., & Willmes, K. (2002). On the impact of different number representations in the number bisection task. Cortex, 38, 691–715.

    Article  PubMed  Google Scholar 

  • Nuerk, H.-C., Moeller, K., Klein, E., Willmes, K., & Fischer, M. H. (2011). Extending the mental number line: a review of multi-digit number processing. Journal of Psychology, 219, 3–22.

    Google Scholar 

  • Nuerk, H.-C., Weger, U., & Willmes, K. (2001). Decade breaks in the mental number line? Putting tens and units back into different bins. Cognition, 82, B25–B33.

    Article  PubMed  Google Scholar 

  • Opfer, J. E., & Siegler, R. S. (2007). Representational change and children’s numerical estimation. Cognitive Psychology, 55, 169–195.

    Article  PubMed  Google Scholar 

  • Price, A. J. (2001). Atomistic and holistic approaches to the early primary mathematics curriculum for addition. In: M. van den Heuvel-Panhuizen (Ed.), Proceedings of the 25th PME International Conference, 4, 73–80.

  • Rusconi, E., Galfano, G., Speriani, V., & Umiltà, C. (2004). Capacity and contextual constraints on product activation: evidence from task-irrelevant fact retrieval. Quarterly Journal of Experimental Psychology, 57A, 1485–1511.

    Article  Google Scholar 

  • Siegler, R. S., & Booth, J. L. (2004). Development of numerical estimation in young children. Child Development, 75, 428–444.

    Article  PubMed  Google Scholar 

  • Siegler, R. S., & Opfer, J. E. (2003). The development of numerical estimation: evidence for multiple representations of numerical quantity. Psychological Science, 14, 237–243.

    Article  PubMed  Google Scholar 

  • Slusser, E., Santiago, R., & Barth, H. (2013). Developmental change in numerical estimation. Journal of Experimental Psychology: General, 142, 193–208.

    Article  Google Scholar 

  • Spence, I. (1990). Visual psychophysics of simple graphical elements. Journal of Experimental Psychology: Human Perception and Performance, 16, 683–692.

    PubMed  Google Scholar 

  • Sullivan, J., Juhasz, B., Slattery, T., & Barth, H. (2011). Adults’ number-line estimation strategies: evidence from eye movements. Psychonomic Bulletin and Review, 18, 557–563.

    Article  PubMed Central  PubMed  Google Scholar 

  • Wood, G., Nuerk, H.-C., Moeller, K., Geppert, B., Schnitker, R., Weber, J., et al. (2008). All for one but not one for all: how multiple number representations are recruited in one numerical task. Brain Research, 1187, 154–166.

    Article  PubMed  Google Scholar 

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Correspondence to Regina M. Reinert.

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  1. Please note that multiples are indicated in italics

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Reinert, R.M., Huber, S., Nuerk, HC. et al. Multiplication facts and the mental number line: evidence from unbounded number line estimation. Psychological Research 79, 95–103 (2015). https://doi.org/10.1007/s00426-013-0538-0

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  • DOI: https://doi.org/10.1007/s00426-013-0538-0

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