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Adaptive training leads to sustained enhancement of poor working memory in children
Abstract
Working memory plays a crucial role in supporting learning, with poor progress in reading and mathematics characterizing children with low memory skills. This study investigated whether these problems can be overcome by a training program designed to boost working memory. Children with low working memory skills were assessed on measures of working memory, IQ and academic attainment before and after training on either adaptive or non‐adaptive versions of the program. Adaptive training that taxed working memory to its limits was associated with substantial and sustained gains in working memory, with age‐appropriate levels achieved by the majority of children. Mathematical ability also improved significantly 6 months following adaptive training. These findings indicate that common impairments in working memory and associated learning difficulties may be overcome with this behavioral treatment.
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Improvements on nontrained working memory tasks after training appear in both visuospatial and verbal domains and persist at 3 and 6 months.
“Enhanced performance on nontrained WM tasks was seen in both visuospatial and verbal WM, and persisted at 3 months and at 6 months after the end of the training period, suggesting that improvements after treatment are durable after an extent of time [31,33].”
From Will Working Memory Training Generalize to Improve Off-Task Behavior in Children with Attention-Deficit/Hyperactivity Disorder? (2012) · cites this paper as [31]
Participants in training studies often report using mnemonic strategies.
“Participants in training studies often report using mnemonic strategies (Holmes et al., 2009; Minear et al., 2016), and these too are also potential sources of training-induced change.”
From Working memory training involves learning new skills (2019) · cites this paper as Holmes et al., 2009
Evidence on whether adaptivity improves working memory training gains is mixed: one study found greater gains for adaptive training, while others found no effect.
“Moreover, Holmes et al. (2009) showed that WM training gains were significantly greater for an adaptive training group compared with a non-adaptive training group, although others have failed to observe any effects of adaptivity on learning outcome (von Bastian and Eschen 2016).”
From Divergent Research Methods Limit Understanding of Working Memory Training (2020) · cites this paper as Holmes et al. (2009)
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“…related processes (visual WM training was related to recognizing visual spatial patterns, Klingberg et al., 2005), or a delayed sleeper effect (Holmes et al., 2009) onmath, but strategies to improve or compensate for WM limitations has not been shown, at this point, to make direct or…”
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Metadata
- Authors
- Holmes, J., Gathercole, S. E., & Dunning, D. L.
- Affiliations
- Northumbria University (GB)
- University of York (GB)
- Corresponding author
- Holmes, Joni
- Venue
- Developmental Science
- Publisher
- Wiley
- Published
- 2009-06-08
- Volume
- 12
- Issue
- 4
- Pages
- F9-15
- ISSN
- 1363-755X (ISSN-L)
- 1467-7687
- OpenAlex
- W2153874175
- Semantic Scholar
- 06243a44fd4b2c51b36af9b43ede13a977bdf2b1
- Cited by
- 961
- References
- 13
- Citations by year
- 2026: 14 · 2025: 25 · 2024: 32 · 2023: 35 · 2022: 45 · 2021: 41 · 2020: 82 · 2019: 57 · 2018: 58 · 2017: 67 · 2016: 89 · 2015: 84 · 2014: 96 · 2013: 78 · 2012: 66
- FWCI
- 64.69
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Developmental Science (publishedVersion)
- PubMed (publishedVersion)
- Northumbria Research Link (Northumbria University) (submittedVersion)
- UEA Digital Repository (University of East Anglia) (submittedVersion)
- Funders
- Economic and Social Research Council (RES-000-23-0979-A)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Social Sciences › Psychology › Developmental and Educational Psychology › Cognitive and developmental aspects of mathematical skills
- Keywords
- working memory, adaptive training, working memory training, children, mathematical ability, reading achievement, learning difficulties, behavioral interventions
- MeSH terms
- Attention, Behavior Therapy, Child, Cognition, Education, Special, Female, Humans, Male, Memory Disorders, Memory, Short-Term, Problem Solving, Reading, Mathematical Concepts
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