Spaced cognitive training promotes training transfer.
Open accessAbstract
Cognitive training studies yield wildly inconsistent results. One dimension on which studies vary is the scheduling of training sessions (Morrison and Chein, 2011). In this study, we systematically address whether or not spacing of practice influences training and transfer. We randomly assigned 115 fifth grade children to an active control group or one of four training groups who received working memory training based on a "running span" task (Zhao et al., 2011). All groups received the same total amount of training: 20 sessions of training with 60 trials for an average of 20 min per session. The training was spread across 2, 5, 10, or 20 days. The active control group received 20-min sessions of math instruction for 20 sessions. Before and after training participants in all five groups performed a single transfer test that assessed fluid intelligence, the Raven's Progressive Matrices Test. Overall, participants in all four training groups improved significantly on the training task (at least partially), as reflected by increased speed. More importantly, the only training group to show significant improvement on the Raven's was the group who had the greatest amount of spacing (20 days group) during training and improvement in this group was significantly higher than that of the control group.
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Individuals' improvement during training has been shown to be a relevant predictor of transfer effects in young adults as well as in children and older adults.
“individuals’ improvement during training has been shown to be a relevant predictor of transfer effects in young adults (Jaeggi et al., 2011) as well as in children and older adults (Zinke et al., 2013; Wang et al., 2014).”
From Training on Working Memory and Inhibitory Control in Young Adults (2016) · cites this paper as Wang et al., 2014
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Cites
Models of Working Memory: Mechanisms of Active Maintenance and Executive Control
Miyake, A., & Shah, P. (1999) · Cited by 2,404 · see citing works
Self-citationImproving fluid intelligence with training on working memory
Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Perrig, W. J. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0801268105 · Cited by 2,187 · see citing works
Computerized training of working memory in children with ADHD – a randomized, controlled trial
Klingberg, T., Fernell, E., Olesen, P. J., Johnson, M., Gustafsson, P., Dahlström, K., Gillberg, C. G., Forssberg, H., & Westerberg, H. (2005) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200502000-00010 · Cited by 1,949 · see citing works
Distributed practice in verbal recall tasks: A review and quantitative synthesis.
Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.3.354 · Cited by 1,888 · cited 2× · see citing works
“Most of these studies showed that spaced learning led to better learning outcomes (for a review, see Cepeda et al., 2006).”
BackgroundSleep-dependent memory consolidation
Stickgold, R. (2005) · Nature · doi:10.1038/nature04286 · Cited by 1,857 · see citing works
Is working memory training effective? A meta-analytic review
Melby-Lervåg, M., & Hulme, C. (2013) · Developmental Psychology · doi:10.1037/a0028228 · Cited by 1,782 · see citing works
Training and plasticity of working memory
Klingberg, T. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.05.002 · Cited by 1,585 · see citing works
Schmidt, R. A., & Bjork, R. A. (1992) · Psychological Science · doi:10.1111/j.1467-9280.1992.tb00029.x · Cited by 1,582 · cited 4× · see citing works
“In a classic review of training and transfer, Schmidt and Bjork (1992) emphasize the importance of using a variety of tasks to increase the likelihood that training effects are not task-specific.”
BackgroundMethodInfluentialProceedings of the Human Factors and Ergonomics Society 2019 Annual Meeting
(2019) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1071181319631171 · Cited by 1,438 · see citing works
Training of Working Memory in Children With ADHD
Klingberg, T., Forssberg, H., & Westerberg, H. (2002) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/jcen.24.6.781.8395 · Cited by 1,225 · cited 1× · see citing works
“For example, working memory training has been found to reduce the symptoms of ADHD children (Klingberg et al., 2002, 2005), facilitate the recovery of cognitive functions in patients after stroke (Westerberg et al., 2007), enhance “old-old” adults’ memory performance (80 years old; Buschkuehl et…”
BackgroundIs working memory training effective?
Shipstead, Z., Redick, T. S., & Engle, R. W. (2012) · Psychological Bulletin · doi:10.1037/a0027473 · Cited by 1,101 · see citing works
Reflections of the Environment in Memory
Anderson, J. R., & Schooler, L. J. (1991) · Psychological Science · doi:10.1111/j.1467-9280.1991.tb00174.x · Cited by 1,096 · see citing works
Training and transfer effects of executive functions in preschool children
Thorell, L. B., Lindqvist, S., Bergman Nutley, S., Bohlin, G., & Klingberg, T. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2008.00745.x · Cited by 1,041 · see citing works
(1999) · Cambridge University Press eBooks · doi:10.1017/cbo9781139174909 · Cited by 912 · see citing works
Adams, J. A. (1987) · Psychological Bulletin · doi:10.1037/0033-2909.101.1.41 · Cited by 771 · see citing works
Short- and long-term benefits of cognitive training
Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Shah, P. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1103228108 · Cited by 769 · see citing works
Self-citationMorrison, A. B., & Chein, J. M. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-010-0034-0 · Cited by 723 · see citing works
Spacing Effects in Learning: A Temporal Ridgeline of Optimal Retention
Cepeda, N. J., Vul, E., Rohrer, D., Wixted, J. T., & Pashler, H. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02209.x · Cited by 631 · see citing works
Redick, T. S., Shipstead, Z., Harrison, T. L., Hicks, K. L., Fried, D. E., Hambrick, D. Z., Kane, M. J., & Engle, R. W. (2013) · Journal of Experimental Psychology: General · doi:10.1037/a0029082 · Cited by 617 · see citing works
Learning Concepts and Categories: Is Spacing the “Enemy of Induction”?
Kornell, N., & Bjork, R. A. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02127.x · Cited by 602 · see citing works
Does incubation enhance problem solving? A meta-analytic review.
Sio, U. N., & Ormerod, T. C. (2009) · Psychological Bulletin · doi:10.1037/a0014212 · Cited by 549 · cited 2× · see citing works
“…spacing effects in memory have also been proposed, including the “deficient-processing hypothesis” (Greene, 1989), the “context variability” hypothesis (Greene, 1989), the incubation effect (for a review, see Sio and Ormerod, 2009), sleep-dependent memory consolidation (Stickgold, 2005) and so on.”
BackgroundRapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.08.005 · Cited by 517 · cited 2× · see citing works
“In fact, some researchers argue that there is little to no solid evidence that true far transfer effects arise from working memory training (Shipstead et al., 2012; Melby-Lervåg and Hulme, 2013; Rapport et al., 2013; Redick et al., 2013).”
BackgroundInfluentialComputerized working memory training after stroke–A pilot study
Westerberg, H., Jacobaeus, H., Hirvikoski, T., Clevberger, P., Östensson, M.-L., Bartfai, A., & Klingberg, T. (2007) · Brain Injury · doi:10.1080/02699050601148726 · Cited by 439 · see citing works
The role of individual differences in cognitive training and transfer
Jaeggi, S. M., Buschkuehl, M., Shah, P., & Jonides, J. (2014) · Memory & Cognition · doi:10.3758/s13421-013-0364-z · Cited by 432 · see citing works
Self-citationSpacing effects in memory: Evidence for a two-process account.
Greene, R. L. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.3.371 · Cited by 337 · see citing works
Maintenance of Foreign Language Vocabulary and the Spacing Effect
Bahrick, H. P., Bahrick, L. E., Bahrick, A. S., & Bahrick, P. E. (1993) · Psychological Science · doi:10.1111/j.1467-9280.1993.tb00571.x · Cited by 334 · cited 1× · see citing works
“Likewise, tasks that are adaptive and cognitively challenging may also limit the extent to which task-specific strategies that can be developed.”
BackgroundImpact of working memory training on memory performance in old-old adults.
Buschkuehl, M., Jaeggi, S. M., Hutchison, S., Perrig‐Chiello, P., Däpp, C., Müller, M., Breil, F., Hoppeler, H. H., & Perrig, W. J. (2008) · Psychology and Aging · doi:10.1037/a0014342 · Cited by 306 · see citing works
Über das Gedächtnis. Untersuchungen zur experimentellen Psychologie
Ebbinghaus, H. (2018) · Cited by 286 · see citing works
Sisti, H. M., Glass, A. L., & Shors, T. J. (2007) · Learning & Memory · doi:10.1101/lm.488707 · Cited by 188 · see citing works
The spacing effect in children’s memory and category induction
Vlach, H. A., Sandhofer, C. M., & Kornell, N. (2008) · Cognition · doi:10.1016/j.cognition.2008.07.013 · Cited by 165 · see citing works
Katz, B., Jaeggi, S., Buschkuehl, M., Stegman, A., & Shah, P. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00242 · Cited by 142 · see citing works
Self-citationTracing the Trajectory of Skill Learning With a Very Large Sample of Online Game Players
Stafford, T., & Dewar, M. (2013) · Psychological Science · doi:10.1177/0956797613511466 · Cited by 111 · see citing works
Interlesson spacing and task-related processing during complex skill acquisition.
Shebilske, W. L., Goettl, B. P., Corrington, K. A., & Day, E. A. (1999) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.5.4.413 · Cited by 54 · see citing works
Effect of updating training on fluid intelligence in children
Zhao, X. W., Wang, Y., Liu, D., & Zhou, R. (2011) · Chinese Science Bulletin · doi:10.1007/s11434-011-4553-5 · Cited by 48 · see citing works
Self-citationCognitive training for ADHD: the importance of individual differences.
Shah, P., Buschkuehl, M., Jaeggi, S., & Jonides, J. (2012) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2012.07.001 · Cited by 31 · see citing works
Self-citationGorard, S. A. C., & See, B. H. (2013) · doi:10.4324/9780203741665-17 · Cited by 23 · see citing works
Hagman, J. D. (1980) · doi:10.21236/ada100867 · Cited by 4 · see citing works
Massed versus Distributed Practice in Complex Skill Acquisition
Shebilske, W. L., Corrington, K. A., & Jordan, J. A. (1994) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193129403801816 · Cited by 4 · see citing works
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Melby-Lervåg, M., Redick, T. S., & Hulme, C. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691616635612 · Cited by 910 · see citing works
A meta-analysis on the relation between reading and working memory
Peng, P., Barnes, M., Wang, C., Wang, W., Li, S., Swanson, H. L., Dardick, W., & Tao, S. (2018) · Psychological Bulletin · doi:10.1037/bul0000124 · Cited by 521 · see citing works
Working memory training in typically developing children: A meta-analysis of the available evidence.
Sala, G., & Gobet, F. (2017) · Developmental Psychology · doi:10.1037/dev0000265 · Cited by 216 · see citing works
Katz, B., Jaeggi, S., Buschkuehl, M., Stegman, A., & Shah, P. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00242 · Cited by 142 · see citing works
Self-citationWhat learning theories can teach us in designing neurofeedback treatments
Strehl, U. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00894 · Cited by 137 · 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
“Furthermore, individuals’ improvement during training has been shown to be a relevant predictor of transfer effects in young adults (Jaeggi et al., 2011) as well as in children and older adults (Zinke et al., 2013; Wang et al., 2014).”
BackgroundMethodWorking memory training improves emotion regulation ability: Evidence from HRV
Xiu, L., Zhou, R., & Jiang, Y. (2016) · Physiology & Behavior · doi:10.1016/j.physbeh.2015.12.004 · Cited by 82 · see citing works
The Hype Cycle of Working Memory Training
Redick, T. S. (2019) · Current Directions in Psychological Science · doi:10.1177/0963721419848668 · Cited by 69 · see citing works
“For example, Wang, Zhou, and Shah (2014) tested four separate working memory training groups, each of which completed 20 training sessions, comparing them with a control group.”
Shaw, J. S., & Hosseini, S. M. H. (2021) · The Journal of Prevention of Alzheimer's Disease · doi:10.14283/jpad.2020.55 · Cited by 41 · see citing works
- Authors
- Wang, Z., Zhou, R., & Shah, P.
- Affiliations
- University of Michigan (US)
- Beijing Normal University (CN)
- Corresponding author
- Wang, Zuowei
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2014-04-10
- Volume
- 8
- Pages
- 217-217
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC3989588
- OpenAlex
- W1968523640
- Cited by
- 81
- References
- 38
- Citations by year
- 2026: 3 · 2024: 6 · 2023: 7 · 2022: 5 · 2021: 9 · 2020: 3 · 2019: 5 · 2018: 6 · 2017: 19 · 2016: 7 · 2015: 7 · 2014: 4
- FWCI
- 17.11
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Physical Sciences › Mathematics › Statistics and Probability › Cognitive and developmental aspects of mathematical skills
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- spaced practice, cognitive training, transfer of training, working memory training, fluid intelligence, Raven's Progressive Matrices, children, fifth grade students
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