Working memory training improves reading processes in typically developing children.
Abstract
The goal of this study was to investigate whether a brief cognitive training intervention results in a specific performance increase in the trained task, and whether there are transfer effects to other nontrained measures. A computerized, adaptive working memory intervention was conducted with 9- to 11-year-old typically developing children. The children considerably improved their performance in the trained working memory task. Additionally, compared to a matched control group, the experimental group significantly enhanced their reading performance after training, providing further evidence for shared processes between working memory and reading.
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After 10-14 sessions of Braintwister working memory training, two studies consistently showed improvements on standardized tests of reading in students between 7 and 11 years of age.
“After 10–14 sessions of training, both studies consistently showed improvements on standardized tests of reading in students between 7 and 11 years of age (Loosli et al., 2012; Karbach et al., 2014).”
From Executive control training from middle childhood to adolescence (2014) · cites this paper as Loosli et al., 2012
Training effects can go beyond the trained domain and show benefits in measures considerably different from the training task if they are associated with the trained process and share comparable neural circuits (far transfer).
“Furthermore, training effects could go beyond the trained domain and show benefits in measures considerably different from the training task, as long as they were associated with the trained process and shared comparable neural circuits (far transfer) (Jaeggi et al., 2008; Borella et al., 2010; Loosli et al., 2012; Dahlin, 2013).”
From Training on Working Memory and Inhibitory Control in Young Adults (2016) · cites this paper as Loosli et al., 2012
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“Thus far, the effects have been limited to young adults and, more recently, to children who showed an improvement in working memory from the original training.(44) The only neural study of “far transfer” of which we are aware was conducted by Dahlin et al.”
BackgroundThe role of individual differences in cognitive training and transfer
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“…demonstration of a far-transfer effect as a consequence of WM training with different populations and age groups (Buschkuehl, Jaeggi, Hutchison, Perrig-Chiello, Dapp, Muller, & Perrig, 2008; Jaeggi et al., 2008; Jaeggi et al., 2011a; Jaeggi, Studer-Luethi, et al., 2010; Loosli et al., 2012).”
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“Consistently, WM training yielded larger training and transfer effects in low-performing individuals (Dahlin, 2011; Jaeggi et al., 2008; Karbach et al., 2013; but see Holmes & Gathercole, 2013; Loosli et al., 2012).”
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“Moreover, the complex working memory tasks applied in other studies (e.g., Loosli et al., 2012; Karbach et al., 2014) included high demands on inhibitory control because participants had to inhibit the responses from the concurrent processing task in order to properly focus on the memory task: for…”
BackgroundMethodInfluentialWorking memory training involves learning new skills
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“…M – Follow-up (time since completion of training) N – Average transfer observed across all pre–post tests administered O – Std in transfer observed across all pre–post tests administered Loosli et al. (2011) TD 9–11-y-o p 5 sessions (12 min per session) per week for 2 weeks 120 24 WM span 1 MANOVA”
MethodWorking memory training in typically developing children: A meta-analysis of the available evidence.
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“The promise of such training for enhancing the cognitive capacity of the human mind has been supported by other studies reporting WM training benefits on reading comprehension [12,52], mathematical ability [53], and ADHD symptomology [54], and some training programs have even gone so far as to show the neural changes…”
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“Typically, the learning curve is steep at the beginning of training, but gradually becomes more flat when learning progresses (e.g., Jolles et al., 2010; Van der Molen et al., 2010; Loosli et al., 2011).”
BackgroundInfluentialOn methodological standards in training and transfer experiments
Green, C. S., Strobach, T., & Schubert, T. (2013) · Psychological Research · doi:10.1007/s00426-013-0535-3 · Cited by 192 · see citing works
Adaptive working-memory training benefits reading, but not mathematics in middle childhood
Karbach, J., Strobach, T., & Schubert, T. (2015) · Child Neuropsychology · doi:10.1080/09297049.2014.899336 · Cited by 183 · see citing works
“Finally, previous studies often did not analyze individual differences in the amount of training-related benefits (but see Dahlin, 2013; Loosli et al., 2012), even though that information seems to be of high relevance for the understanding of the mechanisms mediating training-induced performance…”
BackgroundInfluentialThe Development of Executive Function
Müller, U., & Kerns, K. A. (2015) · Wiley eBooks · doi:10.1002/9781118963418.childpsy214 · Cited by 171 · see citing works
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Few Effects of Far Transfer of Working Memory Training in ADHD: A Randomized Controlled Trial
Egeland, J., Aarlien, A. K., & Saunes, B.-K. (2013) · PLoS ONE · doi:10.1371/journal.pone.0075660 · Cited by 148 · see citing works
Training working memory in kindergarten children: Effects on working memory and early numeracy
Kroesbergen, E. H., Noordende, J. E. V. '., & Kolkman, M. E. (2012) · Child Neuropsychology · doi:10.1080/09297049.2012.736483 · Cited by 131 · see citing works
“…on working memory is useful in enhancing working memory skills, as it has been shown that using (computerized) activities related to the processing and memorization of information is effective in improving working memory skills (Klingberg et al., 2005; Loosli et al., 2012; Thorell et al., 2009).”
ResultElliott, J., & Gibbs, S. (2012) · Newcastle University ePrints (Newcastle Univesity) · doi:10.25405/ncl.34175697 · Cited by 131 · see citing works
Far transfer to language and math of a short software-based gaming intervention.
Goldin, A. P., Hermida, M. J., Shalom, D. E., Elias Costa, M., Lopez-Rosenfeld, M., Segretin, M. S., Fernández-Slezak, D., Lipina, S. J., & Sigman, M. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1320217111 · Cited by 131 · see citing works
“Instead, current evidence (7, 9, 17, 18) derives from laboratory measures related to school performance (for instance, the time it takes for a child to read a word).”
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Executive Function Buffers the Association between Early Math and Later Academic Skills
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“The role of EF, particularly working memory, in reading and vocabulary, however, is well established (e.g., Daneman and Carpenter, 1980; Alloway, 2010; Loosli et al., 2012; Karbach and Verhaeghen, 2014).”
BackgroundJohann, V. E., Könen, T., & Karbach, J. (2019) · Child Neuropsychology · doi:10.1080/09297049.2019.1649381 · Cited by 126 · see citing works
Want to Optimize Executive Functions and Academic Outcomes? Simple, Just Nourish the Human Spirit
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Working Memory Training Improves Cognitive Function in VLBW Preschoolers
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“…2010; Jaeggi, Buschkuehl, Jonides, & Shah, 2011; Jaeggi et al., 2008, 2010b; Klingberg et al., 2005; Klingberg, Forssberg, & Westerberg, 2002; Loosli, Buschkuehl, Perrig, & Jaeggi, 2012; Richmond, Morrison, Chein, & Olson, 2011), and in some of those studies, adaptive versus nonadaptive…”
What’s Working in Working Memory Training? An Educational Perspective
Redick, T. S., Shipstead, Z., Wiemers, E. A., Melby-Lervåg, M., & Hulme, C. (2015) · Educational Psychology Review · doi:10.1007/s10648-015-9314-6 · Cited by 132 · see citing works
“…memory training and another type of training (Aries et al. 2014, Experiment 1; Soderqvist et al. 2012), and no working memory transfer assessed in same sample as achievement tests assessed (Dahlin 2011, 2013; Holmes and Gathercole 2014, Experiment 2; Loosli et al. 2011; Mansur-Alves et al. 2012).”
Traut, H. J., Guild, R. M., & Munakata, Y. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.662139 · Cited by 100 · see citing works
Training on Working Memory and Inhibitory Control in Young Adults
Maraver, M. J., Bajo, M. T., & Gomez-Ariza, C. J. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00588 · Cited by 96 · see citing works
“…such as mathematical performance (Dahlin, 2013; Bergman-Nutley and Klingberg, 2014), reading abilities (Chein and Morrison, 2010; Dahlin, 2010; Loosli et al., 2012; Karbach et al., 2015), or reasoning and fluid intelligence (Klingberg et al., 2005; Borella et al., 2010; Jaušovec and Jaušovec,…”
BackgroundCornoldi, C., Carretti, B., Drusi, S., & Tencati, C. (2015) · British Journal of Educational Psychology · doi:10.1111/bjep.12083 · Cited by 97 · see citing works
How to build better memory training games
Deveau, J., Jaeggi, S. M., Zordan, V. B., Phung, C., & Seitz, A. R. (2015) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2014.00243 · Cited by 93 · see citing works
“(B ) Diagram of a complex span training task (Buschkuehl et al., 2008; Loosli et al., 2012).”
BackgroundDirk, J., & Schmiedek, F. (2017) · Research in Human Development · doi:10.1080/15427609.2017.1340051 · Cited by 96 · see citing works
A systematic assessment of socioeconomic status and executive functioning in early childhood
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Applying cognitive training to target executive functions during early development
Wass, S. V. (2014) · Child Neuropsychology · doi:10.1080/09297049.2014.882888 · Cited by 94 · see citing works
de Abreu, P. E., Abreu, N., Nikaedo, C. C., Puglisi, M. L., Neto, C. J. T. D. A., Miranda, M. ́. C., Befi‐Lopes, D. M., Bueno, O. F. A., & Martin, R. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00550 · Cited by 93 · see citing works
“A range of activities have now been shown to improve children’s working memory and might help children with poor academic progress overcome some of their learning difficulties (Holmes et al., 2009; Loosli et al., 2012; Alloway et al., 2013).”
BackgroundKerns, K. A., Macoun, S., MacSween, J., Pei, J., & Hutchison, M. (2017) · Applied Neuropsychology: Child · doi:10.1080/21622965.2015.1109513 · Cited by 88 · see citing works
Plasticity of Executive Control through Task Switching Training in Adolescents
Zinke, K., Einert, M., Pfennig, L., & Kliegel, M. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00041 · Cited by 85 · see citing works
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“Recent research shows that working memory can be trained using specifically designed computer programs [51,52].”
BackgroundEnhancing reading skills through a video game mixing action mechanics and cognitive training
Pasqualotto, A., Altarelli, I., Angeli, A. D., Menestrina, Z., Bavelier, D., & Venuti, P. (2022) · Nature Human Behaviour · doi:10.1038/s41562-021-01254-x · Cited by 87 · see citing works
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Working Memory Training is Associated with Long Term Attainments in Math and Reading
Söderqvist, S., & Nutley, S. B. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01711 · Cited by 78 · see citing works
“Two studies have investigated this thus far, both using a WM training program that was primarily tapping verbal WM (Loosli et al., 2012; Karbach et al., 2015).”
BackgroundResultInfluentialMiller, M. R., Müller, U., Giesbrecht, G. F., Carpendale, J. I. M., & Kerns, K. A. (2013) · Cognitive Development · doi:10.1016/j.cogdev.2012.10.005 · Cited by 76 · see citing works
Henry, L. A., Messer, D. J., & Nash, G. (2014) · Infant and Child Development · doi:10.1002/icd.1816 · Cited by 72 · see citing works
The development and malleability of executive control abilities
Hsu, N. S., Novick, J. M., & Jaeggi, S. M. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00221 · Cited by 73 · see citing works
“Additional studies have used intervention paradigms in children to improve EC abilities through training (Holmes et al., 2009; Thorell et al., 2009; Jaeggi et al., 2011; Loosli et al., 2012).”
BackgroundChristiner, M., & Reiterer, S. (2018) · Brain Sciences · doi:10.3390/brainsci8090169 · Cited by 74 · see citing works
“with musical aptitude [18], but are also age related [85].”
BackgroundVideo Game Design for Learning to Learn
Pasqualotto, A., Parong, J. A., Green, C. S., & Bavelier, D. (2022) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2022.2110684 · Cited by 86 · see citing works
“For example, in cognitive training intervention studies, researchers have frequently assigned their participants to train for several sessions per week, each lasting about 20–60min (Jaeggi et al., 2008; Loosli et al., 2012), for a total of tens to even hundreds of sessions over weeks to months (Schmiedek et al.”
BackgroundRoberts, S. B., Franceschini, M. A., Silver, R. E., Taylor, S. F., de Sa, A. B., Có, R., Sonco, A., Krauss, A. J., Taetzsch, A., Webb, P., et al. (2020) · BMJ · doi:10.1136/bmj.m2397 · Cited by 71 · see citing works
Prospective memory training in older adults and its relevance for successful aging
Hering, A., Rendell, P. G., Rose, N. S., Schnitzspahn, K. M., & Kliegel, M. (2014) · Psychological Research · doi:10.1007/s00426-014-0566-4 · Cited by 68 · see citing works
Working memory training in children: Effectiveness depends on temperament
Studer-Luethi, B., Bauer, C. E., & Perrig, W. J. (2015) · Memory & Cognition · doi:10.3758/s13421-015-0548-9 · Cited by 68 · see citing works
Development of Executive Functions
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“Also, unlike many other WMtraining studies in which only one training task was used (e.g., Loosli et al., 2012), our training procedure was implemented through a variety of reading comprehension tasks.”
BackgroundMethodFluctuations in elementary school children’s working memory performance in the school context.
Dirk, J., & Schmiedek, F. (2015) · Journal of Educational Psychology · doi:10.1037/edu0000076 · Cited by 66 · see citing works
“Finally, drawing on previous research on the importance of WM for achievement in mathematics and reading (Friso-van den Bos et al., 2013; Hitch et al., 2001; Loosli et al., 2012) and its relationship to fluid intelligence (Giofrè et al.”
MethodZhang, Q., Wang, C., Zhao, Q., Yang, L., Buschkuehl, M., & Jaeggi, S. M. (2019) · Developmental Science · doi:10.1111/desc.12748 · Cited by 61 · see citing works
“Children in the WM training group improved decisively in the trained task, which is in line with previous research (Karbach et al., 2015; Loosli et al., 2012).”
ResultInfluentialPoletti, M. (2016) · Journal of Learning Disabilities · doi:10.1177/0022219414555416 · Cited by 61 · see citing works
Young adults learning executive function skills by playing focused video games
Mayer, R., Parong, J., & Bainbridge, K. (2019) · Cognitive development · doi:10.1016/j.cogdev.2018.11.002 · Cited by 45 · see citing works
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Domain-specific and domain-general training to improve kindergarten children’s mathematics
Ramani, G. B., Jaeggi, S. M., Daubert, E. N., & Buschkuehl, M. (2017) · Journal of Numerical Cognition · doi:10.5964/jnc.v3i2.31 · Cited by 59 · see citing works
“The WM training game was adapted from previous research that successfully trained transfer measures in elementary-school aged children and older adults (Buschkuehl et al., 2008; Loosli et al., 2012).”
BackgroundMethodInfluentialBaniqued, P. L., Allen, C. M., Kranz, M. B., Johnson, K., Sipolins, A., Dickens, C., Ward, N., Geyer, A., & Kramer, A. F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0142169 · Cited by 58 · see citing works
Working memory performance is reduced in children with congenital adrenal hyperplasia
Browne, W. V., Hindmarsh, P. C., Pasterski, V., Hughes, I. A., Acerini, C. L., Spencer, D., Neufeld, S., & Hines, M. (2015) · Hormones and Behavior · doi:10.1016/j.yhbeh.2014.11.014 · Cited by 54 · see citing works
“, 2009) and reading performance (Loosli et al., 2012).”
Working memory and recollection contribute to academic achievement
Blankenship, T. L., O'Neill, M., Ross, A., & Bell, M. A. (2015) · Learning and Individual Differences · doi:10.1016/j.lindif.2015.08.020 · Cited by 55 · see citing works
The road to reading for South African learners: The role of orthographic depth
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Targeting self-regulation to promote health behaviors in children
Miller, A. L., Gearhardt, A. N., Fredericks, E. M., Katz, B., Shapiro, L. F., Holden, K., Kaciroti, N., Gonzalez, R., Hunter, C. M., & Lumeng, J. C. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.09.008 · Cited by 54 · see citing works
“As there is some evidence for transfer effects of working memory training (Cortese et al., 2015; Jaeggi et al., 2011; Loosli et al., 2012), we assess multiple EF outcomes (working memory; inhibitory control).”
BackgroundSánchez‐Pérez, N., Castillo, A., López-López, J. A., Pina, V., Puga, J. L., Campoy, G., González-Salinas, C., & Fuentes, L. J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.02327 · Cited by 60 · see citing works
“Working memory training has also be shown to increase reading skills (Loosli et al., 2012; Karbach et al., 2015; Söderqvist and Bergman-Nutley, 2015) and vocabulary (Studer-Luethi et al., 2015), possibly due to the observed correlation between some reading aspects (e.g., reading comprehension and…”
BackgroundRamani, G. B., Daubert, E. N., Lin, G. C., Kamarsu, S., Wodzinski, A., & Jaeggi, S. M. (2020) · Developmental Science · doi:10.1111/desc.12908 · Cited by 48 · see citing works
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Understanding the influence of text complexity and question type on reading outcomes
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Seven Pervasive Statistical Flaws in Cognitive Training Interventions
Moreau, D., Kirk, I. J., & Waldie, K. E. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00153 · Cited by 49 · see citing works
“Non-randommethods of group assignment are sometimes used in training studies (Spence et al., 2009; Loosli et al., 2012; Redick et al., 2013).”
BackgroundAn evaluation of the effectiveness of a computer‐assisted reading intervention
Messer, D. J., & Nash, G. (2017) · Journal of Research in Reading · doi:10.1111/1467-9817.12107 · Cited by 45 · see citing works
How malleable are cognitive abilities? A critical perspective on popular brief interventions.
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“…initially engage similar processes and that brain circuits predict overlapping activity before training (Dahlin et al., 2008), a possible explanation for the outcome observed by Loosli et al. (2011) is that updating ability might be more closely related to mathematical ability than reading ability.”
BackgroundResultCardoso, C. D. O., Seabra, A. G., Gomes, C. M. A., & Fonseca, R. P. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01784 · Cited by 48 · see citing works
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“Although some studies in the literature demonstrate that WM training improve fluid intelligence (Colom et al., 2010; Jaeggi et al., 2008; Klingberg et al., 2002), the studies of this review did not obtain the same result (Jaeggi et al., 2011; Loosli et al., 2012; Mansur-Alves et al., 2013).”
BackgroundResultAndersen, P. N., Skogli, E. W., Hovik, K. T., Geurts, H. M., Egeland, J., & Øie, M. G. (2014) · Autism · doi:10.1177/1362361314524844 · Cited by 37 · see citing works
“Recent research shows that WM can be trained using specifically designed computer programs (Hovik et al., 2013; Loosli et al., 2011; Prins et al., 2011).”
BackgroundZurnacı, B., & Turan, Z. (2024) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2024.101576 · Cited by 36 · see citing works
Narrowing the achievement gap in low-achieving children by targeted executive function training
Wang, C., Jaeggi, S. M., Yang, L., Zhang, T., He, X., Buschkuehl, M., & Zhang, Q. (2019) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2019.06.002 · Cited by 39 · see citing works
Training of Executive Functions in Children: A meta-analysis of cognitive training interventions
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“It has been asserted that cognitive training induced not only trained tasks improvement but also a transfer to unrelated tasks and everyday functions such as reading (Chein and Morrison, 2010; Loosli et al., 2012) and driving (Edwards et al.”
BackgroundWorking Memory Predicts New Word Learning Over and Above Existing Vocabulary and Nonverbal IQ
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Effects of task repetition but no transfer of inhibitory control training in healthy adults
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My Command, My Act: Observation Inflation in Face-To-Face Interactions
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“This conclusion is also consistent with findings that training on working memory tasks has positive transfer effects in reading comprehension [129, 130].”
ResultCan verbal working memory training improve reading?
Banales, E., Kohnen, S., & McArthur, G. M. (2015) · Cognitive Neuropsychology · doi:10.1080/02643294.2015.1014331 · Cited by 30 · see citing works
“Previous studies have shown an improvement in reading fluency and reading accuracy following visuospatial working memory training (Dahlin, 2011; Horowitz-Kraus & Breznitz, 2009; Loosli et al., 2012; Shiran & Breznitz, 2011) and in reading comprehension following a combination of visuospatial and verbal memory training…”
Sleep augments training-induced improvement in working memory in children and adults
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Most evidence for the compensation account of cognitive training is unreliable
Smoleń, T., Jastrzębski, J., Estrada, E., & Chuderski, A. (2018) · Memory & Cognition · doi:10.3758/s13421-018-0839-z · Cited by 32 · see citing works
Cartwright, K. B., & Palian, S. R. (2024) · Educational Psychologist · doi:10.1080/00461520.2024.2418392 · Cited by 30 · see citing works
- Authors
- Loosli, S. V., Buschkuehl, M., Perrig, W. J., & Jaeggi, S. M.
- Affiliations
- University of Bern (CH)
- University of Michigan (US)
- Corresponding author
- Jaeggi, Susanne M.
- Venue
- Child Neuropsychology
- Publisher
- Informa UK Limited
- Published
- 2011-05-26
- Volume
- 18
- Issue
- 1
- Pages
- 62-78
- ISSN
- 0929-7049 (ISSN-L)
- 1744-4136
- OpenAlex
- W2128397957
- Cited by
- 365
- References
- 86
- Citations by year
- 2026: 11 · 2025: 19 · 2024: 15 · 2023: 19 · 2022: 15 · 2021: 22 · 2020: 57 · 2019: 53 · 2018: 28 · 2017: 27 · 2016: 19 · 2015: 27 · 2014: 23 · 2013: 19 · 2012: 10
- FWCI
- 22.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Child Neuropsychology (publishedVersion)
- PubMed (publishedVersion)
- Bern Open Repository and Information System (University of Bern) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Keywords
- working memory training, cognitive training, reading achievement, typically developing children, transfer effects
- MeSH terms
- Child, Child Development, Cognition, Educational Status, Female, Humans, Male, Memory, Short-Term, Reading, Transfer, Psychology
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