Literature DB >> 34017098

Training spatial cognition enhances mathematical learning in a randomized study of 17,000 children.

Nicholas Judd1, Torkel Klingberg2.   

Abstract

Spatial and mathematical abilities are strongly associated. Here, we analysed data from 17,648 children, aged 6-8 years, who performed 7 weeks of mathematical training together with randomly assigned spatial cognitive training with tasks demanding more spatial manipulation (mental rotation or tangram), maintenance of spatial information (a visuospatial working memory task) or spatial, non-verbal reasoning. We found that the type of cognitive training children performed had a significant impact on mathematical learning, with training of visuospatial working memory and reasoning being the most effective. This large, community-based study shows that spatial cognitive training can result in transfer to academic abilities, and that reasoning ability and maintenance of spatial information is relevant for mathematics learning in young children.
© 2021. The Author(s), under exclusive licence to Springer Nature Limited.

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Year:  2021        PMID: 34017098     DOI: 10.1038/s41562-021-01118-4

Source DB:  PubMed          Journal:  Nat Hum Behav        ISSN: 2397-3374


  19 in total

1.  Too good to be true: publication bias in two prominent studies from experimental psychology.

Authors:  Gregory Francis
Journal:  Psychon Bull Rev       Date:  2012-04

2.  Gains in fluid intelligence after training non-verbal reasoning in 4-year-old children: a controlled, randomized study.

Authors:  Sissela Bergman Nutley; Stina Söderqvist; Sara Bryde; Lisa B Thorell; Keith Humphreys; Torkel Klingberg
Journal:  Dev Sci       Date:  2011-05

3.  Cognitive science in the field: A preschool intervention durably enhances intuitive but not formal mathematics.

Authors:  Moira R Dillon; Harini Kannan; Joshua T Dean; Elizabeth S Spelke; Esther Duflo
Journal:  Science       Date:  2017-07-07       Impact factor: 47.728

4.  Cognitive predictors of achievement growth in mathematics: a 5-year longitudinal study.

Authors:  David C Geary
Journal:  Dev Psychol       Date:  2011-09-26

5.  Effect of working memory training on working memory, arithmetic and following instructions.

Authors:  Sissela Bergman-Nutley; Torkel Klingberg
Journal:  Psychol Res       Date:  2014-09-27

6.  Differential effects of reasoning and speed training in children.

Authors:  Allyson P Mackey; Susanna S Hill; Susan I Stone; Silvia A Bunge
Journal:  Dev Sci       Date:  2010-11-23

7.  Separate but correlated: The latent structure of space and mathematics across development.

Authors:  Kelly S Mix; Susan C Levine; Yi-Ling Cheng; Chris Young; D Zachary Hambrick; Raedy Ping; Spyros Konstantopoulos
Journal:  J Exp Psychol Gen       Date:  2016-09

Review 8.  What explains the relationship between spatial and mathematical skills? A review of evidence from brain and behavior.

Authors:  Zachary Hawes; Daniel Ansari
Journal:  Psychon Bull Rev       Date:  2020-06

Review 9.  Do "Brain-Training" Programs Work?

Authors:  Daniel J Simons; Walter R Boot; Neil Charness; Susan E Gathercole; Christopher F Chabris; David Z Hambrick; Elizabeth A L Stine-Morrow
Journal:  Psychol Sci Public Interest       Date:  2016-10

10.  Academic Outcomes 2 Years After Working Memory Training for Children With Low Working Memory: A Randomized Clinical Trial.

Authors:  Gehan Roberts; Jon Quach; Megan Spencer-Smith; Peter J Anderson; Susan Gathercole; Lisa Gold; Kah-Ling Sia; Fiona Mensah; Field Rickards; John Ainley; Melissa Wake
Journal:  JAMA Pediatr       Date:  2016-05-02       Impact factor: 16.193

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  4 in total

1.  The impact of digital media on children's intelligence while controlling for genetic differences in cognition and socioeconomic background.

Authors:  Bruno Sauce; Magnus Liebherr; Nicholas Judd; Torkel Klingberg
Journal:  Sci Rep       Date:  2022-05-11       Impact factor: 4.996

2.  Resting State EEG Related to Mathematical Improvement After Spatial Training in Children.

Authors:  Da-Wei Zhang; Anna Zaphf; Torkel Klingberg
Journal:  Front Hum Neurosci       Date:  2021-07-08       Impact factor: 3.169

3.  Transfer from spatial education to verbal reasoning and prediction of transfer from learning-related neural change.

Authors:  Robert A Cortes; Emily G Peterson; David J M Kraemer; Robert A Kolvoord; David H Uttal; Nhi Dinh; Adam B Weinberger; Richard J Daker; Ian M Lyons; Daniel Goldman; Adam E Green
Journal:  Sci Adv       Date:  2022-08-10       Impact factor: 14.957

4.  Change by challenge: A common genetic basis behind childhood cognitive development and cognitive training.

Authors:  Bruno Sauce; John Wiedenhoeft; Nicholas Judd; Torkel Klingberg
Journal:  NPJ Sci Learn       Date:  2021-06-02
  4 in total

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