Literature DB >> 25044247

Improving arithmetic performance with number sense training: an investigation of underlying mechanism.

Joonkoo Park1, Elizabeth M Brannon2.   

Abstract

A nonverbal primitive number sense allows approximate estimation and mental manipulations on numerical quantities without the use of numerical symbols. In a recent randomized controlled intervention study in adults, we demonstrated that repeated training on a non-symbolic approximate arithmetic task resulted in improved exact symbolic arithmetic performance, suggesting a causal relationship between the primitive number sense and arithmetic competence. Here, we investigate the potential mechanisms underlying this causal relationship. We constructed multiple training conditions designed to isolate distinct cognitive components of the approximate arithmetic task. We then assessed the effectiveness of these training conditions in improving exact symbolic arithmetic in adults. We found that training on approximate arithmetic, but not on numerical comparison, numerical matching, or visuo-spatial short-term memory, improves symbolic arithmetic performance. In addition, a second experiment revealed that our approximate arithmetic task does not require verbal encoding of number, ruling out an alternative explanation that participants use exact symbolic strategies during approximate arithmetic training. Based on these results, we propose that nonverbal numerical quantity manipulation is one key factor that drives the link between the primitive number sense and symbolic arithmetic competence. Future work should investigate whether training young children on approximate arithmetic tasks even before they solidify their symbolic number understanding is fruitful for improving readiness for math education.
Copyright © 2014 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Approximate arithmetic; Approximate number system; Arithmetic; Cognitive training; Math; Numerical cognition

Mesh:

Year:  2014        PMID: 25044247      PMCID: PMC4145063          DOI: 10.1016/j.cognition.2014.06.011

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  47 in total

1.  Verbal interference suppresses exact numerical representation.

Authors:  Michael C Frank; Evelina Fedorenko; Peter Lai; Rebecca Saxe; Edward Gibson
Journal:  Cogn Psychol       Date:  2011-11-22       Impact factor: 3.468

2.  Pathways to mathematics: longitudinal predictors of performance.

Authors:  Jo-Anne LeFevre; Lisa Fast; Sheri-Lynn Skwarchuk; Brenda L Smith-Chant; Jeffrey Bisanz; Deepthi Kamawar; Marcie Penner-Wilger
Journal:  Child Dev       Date:  2010 Nov-Dec

3.  Executive functions and achievements in school: Shifting, updating, inhibition, and working memory.

Authors:  Helen L St Clair-Thompson; Susan E Gathercole
Journal:  Q J Exp Psychol (Hove)       Date:  2006-04       Impact factor: 2.143

4.  Moving along the number line: operational momentum in nonsymbolic arithmetic.

Authors:  Koleen McCrink; Stanislas Dehaene; Ghislaine Dehaene-Lambertz
Journal:  Percept Psychophys       Date:  2007-11

5.  Number sense across the lifespan as revealed by a massive Internet-based sample.

Authors:  Justin Halberda; Ryan Ly; Jeremy B Wilmer; Daniel Q Naiman; Laura Germine
Journal:  Proc Natl Acad Sci U S A       Date:  2012-06-25       Impact factor: 11.205

6.  Developmental trajectory of number acuity reveals a severe impairment in developmental dyscalculia.

Authors:  Manuela Piazza; Andrea Facoetti; Anna Noemi Trussardi; Ilaria Berteletti; Stefano Conte; Daniela Lucangeli; Stanislas Dehaene; Marco Zorzi
Journal:  Cognition       Date:  2010-04-08

7.  ANS acuity and mathematics ability in preschoolers from low-income homes: contributions of inhibitory control.

Authors:  Mary Wagner Fuhs; Nicole M McNeil
Journal:  Dev Sci       Date:  2012-12-20

8.  Short-term memory, working memory, and executive functioning in preschoolers: longitudinal predictors of mathematical achievement at age 7 years.

Authors:  Rebecca Bull; Kimberly Andrews Espy; Sandra A Wiebe
Journal:  Dev Neuropsychol       Date:  2008       Impact factor: 2.253

9.  Malleability of the approximate number system: effects of feedback and training.

Authors:  Nicholas K Dewind; Elizabeth M Brannon
Journal:  Front Hum Neurosci       Date:  2012-04-19       Impact factor: 3.169

10.  A two-minute paper-and-pencil test of symbolic and nonsymbolic numerical magnitude processing explains variability in primary school children's arithmetic competence.

Authors:  Nadia Nosworthy; Stephanie Bugden; Lisa Archibald; Barrie Evans; Daniel Ansari
Journal:  PLoS One       Date:  2013-07-02       Impact factor: 3.240

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  40 in total

1.  Modeling the interaction of numerosity and perceptual variables with the diffusion model.

Authors:  Inhan Kang; Roger Ratcliff
Journal:  Cogn Psychol       Date:  2020-04-20       Impact factor: 3.468

2.  Preschoolers and multi-digit numbers: A path to mathematics through the symbols themselves.

Authors:  Lei Yuan; Richard W Prather; Kelly S Mix; Linda B Smith
Journal:  Cognition       Date:  2019-03-29

3.  Effects of non-symbolic arithmetic training on symbolic arithmetic and the approximate number system.

Authors:  Jacky Au; Susanne M Jaeggi; Martin Buschkuehl
Journal:  Acta Psychol (Amst)       Date:  2018-02-02

4.  Does training mental rotation transfer to gains in mathematical competence? Assessment of an at-home visuospatial intervention.

Authors:  Chi-Ngai Cheung; Jenna Y Sung; Stella F Lourenco
Journal:  Psychol Res       Date:  2019-05-29

5.  The Benefits and Challenges of Implementing Motivational Features to Boost Cognitive Training Outcome.

Authors:  Shafee Mohammed; Lauren Flores; Jenni Deveau; Russell Cohen Hoffing; Calvin Phung; Chelsea M Parlett; Ellen Sheehan; David Lee; Jacky Au; Martin Buschkuehl; Victor Zordan; Susanne M Jaeggi; Aaron R Seitz
Journal:  J Cogn Enhanc       Date:  2017-11-28

6.  Intergenerational associations in numerical approximation and mathematical abilities.

Authors:  Emily J Braham; Melissa E Libertus
Journal:  Dev Sci       Date:  2016-08-06

7.  Does the approximate number system serve as a foundation for symbolic mathematics?

Authors:  Emily Szkudlarek; Elizabeth M Brannon
Journal:  Lang Learn Dev       Date:  2017-01-31

8.  Using cognitive training studies to unravel the mechanisms by which the approximate number system supports symbolic math ability.

Authors:  Stephanie Bugden; Nicholas K DeWind; Elizabeth M Brannon
Journal:  Curr Opin Behav Sci       Date:  2016-05-11

9.  How to interpret cognitive training studies: A reply to Lindskog & Winman.

Authors:  Joonkoo Park; Elizabeth M Brannon
Journal:  Cognition       Date:  2016-05

10.  Individual differences in algebraic cognition: Relation to the approximate number and semantic memory systems.

Authors:  David C Geary; Mary K Hoard; Lara Nugent; Jeffrey N Rouder
Journal:  J Exp Child Psychol       Date:  2015-08-07
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