Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties

The goal of this randomized controlled trial was to investigate whether Jungle Memory working memory training (JM) affects performance on working memory tasks, performance in mathematics and gains made on a mathematics training (MT) in school aged children between 9-12 years old (N = 64) with both d...

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Main Authors: Michel Nelwan, Evelyn H. Kroesbergen
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2016.01384/full
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spelling doaj-cf7e217a98a346ddb65002ab5441f2b42020-11-24T20:43:40ZengFrontiers Media S.A.Frontiers in Psychology1664-10782016-09-01710.3389/fpsyg.2016.01384212977Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficultiesMichel Nelwan0Evelyn H. Kroesbergen1Lucertis Kinder- en JeugdpsychiatrieUtrecht UniversityThe goal of this randomized controlled trial was to investigate whether Jungle Memory working memory training (JM) affects performance on working memory tasks, performance in mathematics and gains made on a mathematics training (MT) in school aged children between 9-12 years old (N = 64) with both difficulties in mathematics, as well as in attention and working memory. Children were randomly assigned to three groups and were trained in two periods: (1) JM first, followed by MT, (2) MT first, followed by JM, and (3) a control group that received MT only. Bayesian analyses showed possible short term effects of JM on near transfer measures of verbal working memory, but none on visual working memory. Furthermore, support was found for the hypothesis that children that received JM first, performed better after MT than children who did not follow JM first or did not train with JM at all. However, these effects could be explained at least partly by frequency of training effects, possibly due to motivational issues, and training-specific factors. Furthermore, it remains unclear whether the effects found on math improvement were actually mediated by gains in working memory. It is argued that JM might not train the components of working memory involved in mathematics sufficiently. Another possible explanation can be found in the training’s lack of adaptivity, therefore failing to provide the children with tailored instruction and feedback. Finally, it was hypothesized that, since effect sizes are generally small, training effects are bound to a critical period in development.http://journal.frontiersin.org/Journal/10.3389/fpsyg.2016.01384/fullDyscalculiaMathematicstrainingworking memoryADHDattention deficits
collection DOAJ
language English
format Article
sources DOAJ
author Michel Nelwan
Evelyn H. Kroesbergen
spellingShingle Michel Nelwan
Evelyn H. Kroesbergen
Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
Frontiers in Psychology
Dyscalculia
Mathematics
training
working memory
ADHD
attention deficits
author_facet Michel Nelwan
Evelyn H. Kroesbergen
author_sort Michel Nelwan
title Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
title_short Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
title_full Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
title_fullStr Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
title_full_unstemmed Limited near and far transfer effects of Jungle Memory working memory training on learning mathematics in children with attentional and mathematical difficulties
title_sort limited near and far transfer effects of jungle memory working memory training on learning mathematics in children with attentional and mathematical difficulties
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2016-09-01
description The goal of this randomized controlled trial was to investigate whether Jungle Memory working memory training (JM) affects performance on working memory tasks, performance in mathematics and gains made on a mathematics training (MT) in school aged children between 9-12 years old (N = 64) with both difficulties in mathematics, as well as in attention and working memory. Children were randomly assigned to three groups and were trained in two periods: (1) JM first, followed by MT, (2) MT first, followed by JM, and (3) a control group that received MT only. Bayesian analyses showed possible short term effects of JM on near transfer measures of verbal working memory, but none on visual working memory. Furthermore, support was found for the hypothesis that children that received JM first, performed better after MT than children who did not follow JM first or did not train with JM at all. However, these effects could be explained at least partly by frequency of training effects, possibly due to motivational issues, and training-specific factors. Furthermore, it remains unclear whether the effects found on math improvement were actually mediated by gains in working memory. It is argued that JM might not train the components of working memory involved in mathematics sufficiently. Another possible explanation can be found in the training’s lack of adaptivity, therefore failing to provide the children with tailored instruction and feedback. Finally, it was hypothesized that, since effect sizes are generally small, training effects are bound to a critical period in development.
topic Dyscalculia
Mathematics
training
working memory
ADHD
attention deficits
url http://journal.frontiersin.org/Journal/10.3389/fpsyg.2016.01384/full
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