Can short-term memory be trained?
Open accessAbstract
Is the capacity of short-term memory fixed, or does it improve with practice? It is already known that training on complex working memory tasks is more likely to transfer to untrained tasks with similar properties, but this approach has not been extended to the more basic short-term memory system responsible for verbal serial recall. Here we investigated this with adaptive training algorithms widely applied in working memory training. Serial recall of visually presented digits was found to improve over the course of 20 training sessions, but this improvement did not extend to recall of either spoken digits or visually presented letters. In contrast, training on a nonserial visual short-term memory color change detection task did transfer to a line orientation change detection task. We suggest that training only generates substantial transfer when the unfamiliar demands of the training activities require the development of novel routines that can then be applied to untrained versions of the same paradigm (Gathercole, Dunning, Holmes, & Norris, 2019). In contrast, serial recall of digits is fully supported by the existing verbal short-term memory system and does not require the development of new routines.
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Evidence on stimulus domain and transfer is unclear/competing.
“Some scholars argue that the novelty of visuospatial materials facilitates new learning and transfer (Gathercole et al., 2019; Norris et al., 2019), whereas competing evidence suggests stronger transfer following verbal WM training (Ni et al., 2023)”
From The asymmetry of working memory training transfer: A systematic review and meta-analysis (2026) · cites this paper as Norris et al., 2019
The Discussion (page unavailable) proposes that the unfamiliar demands of a visual change-detection task may prompt a new cognitive routine that produces transfer. That supports a qualified link between novelty, learning and transfer, but not the broader claim that novelty of visuospatial materials generally facilitates transfer: the Results (page unavailable) found no substantial cross-domain transfer from circle-span training. (LLM, conf=0.82)
Experimental — accuracy not yet measuredVisual novelty can facilitate within-paradigm transfer, but paradigm-specific benefits associated with visual novelty may not support or even hinder cross-paradigm generalization.
“Notably, this pattern differs from evidence that visual novelty can facilitate within-paradigm transfer (Gathercole et al., 2019; Norris et al., 2019), perhaps because the paradigm-specific benefits associated with visual novelty may not support or even hinder cross-paradigm generalization.”
From The asymmetry of working memory training transfer: A systematic review and meta-analysis (2026) · cites this paper as Norris et al., 2019
The Results (Transfer data; page unavailable) show transfer from color-change training to an untrained line-orientation task using the same paradigm. The Discussion describes the change-detection demands as unfamiliar and proposes a new cognitive routine as one possible explanation, but it does not establish that visual novelty caused the transfer. The cross-paradigm explanation follows the citations as the citing authors’ own speculation. (LLM, conf=0.82)
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Cites
Jeffreys, H., Moran, P. A. P., & Chatfield, C. (1922) · Nature · doi:10.1038/109132a0 · Cited by 7,837 · see citing works
The magical number 4 in short-term memory: A reconsideration of mental storage capacity
Cowan, N. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01003922 · Cited by 6,779 · see citing works
The capacity of visual working memory for features and conjunctions
Luck, S. J., & Vogel, E. K. (1997) · Nature · doi:10.1038/36846 · Cited by 4,053 · see citing works
Acquisition of cognitive skill
Anderson, J. R. (1982) · Psychological Review · doi:10.1037/0033-295x.89.4.369 · Cited by 3,663 · see citing works
Cognitive Skills and Their Acquisition
Anderson, J. R. (2013) · Psychology Press eBooks · doi:10.4324/9780203728178 · Cited by 2,926 · see citing works
The phonological loop as a language learning device.
Baddeley, A., Gathercole, S., & Papagno, C. (1998) · Psychological Review · doi:10.1037/0033-295x.105.1.158 · Cited by 2,199 · 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
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
Alvarez, G. A., & Cavanagh, P. (2004) · Psychological Science · doi:10.1111/j.0963-7214.2004.01502006.x · Cited by 1,330 · see citing works
Do “brain-training” programs work?
Simons, D. J., Boot, W. R., Charness, N., Gathercole, S. E., Chabris, C. F., Hambrick, D. Z., & Stine-Morrow, E. A. L. (2016) · Psychological Science in the Public Interest · doi:10.1177/1529100616661983 · Cited by 1,183 · see citing works
Self-citationOn the capacity of attention: Its estimation and its role in working memory and cognitive aptitudes
Cowan, N., Elliott, E. M., Scott Saults, J., Morey, C. C., Mattox, S., Hismjatullina, A., & Conway, A. R. A. (2005) · Cognitive Psychology · doi:10.1016/j.cogpsych.2004.12.001 · Cited by 1,144 · see citing works
The precision of visual working memory is set by allocation of a shared resource
Bays, P. M., Catalão, R., & Masud Husain, B. (2009) · Journal of Vision · doi:10.1167/9.10.7 · Cited by 943 · see citing works
Verbal and Visuospatial Short-Term and Working Memory in Children: Are They Separable?
Alloway, T. P., Gathercole, S. E., & Pickering, S. J. (2006) · Child Development · doi:10.1111/j.1467-8624.2006.00968.x · Cited by 938 · see citing works
Self-citationNonword repetition and word learning: The nature of the relationship
Gathercole, S. E. (2006) · Applied Psycholinguistics · doi:10.1017/s0142716406060383 · Cited by 907 · see citing works
Self-citationTransfer of Learning After Updating Training Mediated by the Striatum
Dahlin, E., Neely, A. S., Larsson, A., Bäckman, L., & Nyberg, L. (2008) · Science · doi:10.1126/science.1155466 · Cited by 892 · see citing works
Exploring the Articulatory Loop
Baddeley, A., Lewis, V., & Vallar, G. (1984) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/14640748408402157 · Cited by 836 · see citing works
Visual Working Memory Represents a Fixed Number of Items Regardless of Complexity
Awh, E., Barton, B., & Vogel, E. K. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01949.x · Cited by 709 · see citing works
Cortese, S., Ferrin, M., Brandeis, D., Buitelaar, J., Daley, D., Dittmann, R. W., Holtmann, M., Santosh, P., Stevenson, J., Stringaris, A., et al. (2015) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2014.12.010 · Cited by 627 · see citing works
Working Memory Impairments in Children with Specific Arithmetic Learning Difficulties
McLean, J. F., & Hitch, G. J. (1999) · Journal of Experimental Child Psychology · doi:10.1006/jecp.1999.2516 · Cited by 615 · see citing works
Geary, D., Hoard, M. K., Byrd-Craven, J., & Desoto, M. (2004) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2004.03.002 · Cited by 594 · see citing works
Acquisition of a memory skill.
Ericsson, K. A., Chase, W. G., & Faloon, S. (1980) · Science · doi:10.1126/science.7375930 · Cited by 579 · see citing works
Pattern span: a tool for unwelding visuo–spatial memory
Della Sala, S., Gray, C., Baddeley, A., Allamano, N., & Wilson, L. (1999) · Neuropsychologia · doi:10.1016/s0028-3932(98)00159-6 · Cited by 576 · see citing works
Brain plasticity through the life span: Learning to learn and action video games
Bavelier, D., Green, C. S., Pouget, A., & Schrater, P. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-060909-152832 · Cited by 541 · see citing works
Working-memory training in younger and older adults: training gains, transfer, and maintenance
Brehmer, Y., Westerberg, H., & Bäckman, L. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00063 · Cited by 460 · see citing works
Bayliss, D. M., Jarrold, C., Gunn, D. M., & Baddeley, A. D. (2003) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.132.1.71 · Cited by 427 · see citing works
Chein, J. M., & Morrison, A. B. (2010) · Psychonomic Bulletin & Review · doi:10.3758/pbr.17.2.193 · Cited by 362 · see citing works
Hurlstone, M. J., Hitch, G. J., & Baddeley, A. D. (2014) · Psychological Bulletin · doi:10.1037/a0034221 · Cited by 351 · see citing works
Logie, R. H., & Pearson, D. (1997) · The European Journal of Cognitive Psychology · doi:10.1080/713752559 · Cited by 322 · see citing works
Working Memory Training May Increase Working Memory Capacity but Not Fluid Intelligence
Harrison, T. L., Shipstead, Z., Hicks, K. L., Hambrick, D. Z., Redick, T. S., & Engle, R. W. (2013) · Psychological Science · doi:10.1177/0956797613492984 · Cited by 305 · see citing works
The nature and transfer of cognitive skills
Taatgen, N. A. (2013) · Psychological Review · doi:10.1037/a0033138 · Cited by 288 · see citing works
Gray, S. A., Chaban, P., Martinussen, R., Goldberg, R., Gotlieb, H., Kronitz, R., Hockenberry, M.-N., & Tannock, R. (2012) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2012.02592.x · Cited by 270 · see citing works
Short-term memory and long-term memory are still different.
Norris, D. G. (2017) · Psychological Bulletin · doi:10.1037/bul0000108 · Cited by 266 · see citing works
Self-citationEvaluating the validity of the Automated Working Memory Assessment
Alloway, T. P., Gathercole, S. E., Kirkwood, H., & Elliott, J. (2008) · Educational Psychology · doi:10.1080/01443410802243828 · Cited by 242 · see citing works
Self-citationWorking memory training involves learning new skills
Gathercole, S. E., Dunning, D. L., Holmes, J., & Norris, D. (2019) · Journal of Memory and Language · doi:10.1016/j.jml.2018.10.003 · Cited by 225 · see citing works
Self-citationIndividual Differences in Working Memory for Comprehension and Following Directions
Engle, R. W., Carullo, J. J., & Collins, K. W. (1991) · The Journal of Educational Research · doi:10.1080/00220671.1991.10886025 · Cited by 224 · see citing works
Impairment of the Visuo-Spatial Sketch Pad
Hanley, J. R., Young, A. W., & Pearson, N. A. (1991) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/14640749108401001 · Cited by 196 · see citing works
Melby-Lervåg, M., & Hulme, C. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-015-0862-z · Cited by 189 · see citing works
Working Memory and Children's Mental Addition
Adams, J. W., & Hitch, G. J. (1997) · Journal of Experimental Child Psychology · doi:10.1006/jecp.1997.2397 · Cited by 188 · see citing works
The Commonality of Neural Networks for Verbal and Visual Short-term Memory
Majerus, S., D’Argembeau, A., Perez, T. M., Belayachi, S., der Linden, M. V., Collette, F., Salmon, É., Seurinck, R., Fias, W., & Maquet, P. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21378 · Cited by 173 · see citing works
Working memory training in survivors of pediatric cancer: a randomized pilot study
Hardy, K. K., Willard, V. W., Allen, T. M., & Bonner, M. J. (2012) · Psycho-Oncology · doi:10.1002/pon.3222 · Cited by 170 · see citing works
Finding the answer in space: the mental whiteboard hypothesis on serial order in working memory
Abrahamse, E. L., van Dijck, J., Majerus, S., & Fias, W. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00932 · Cited by 153 · see citing works
Following instructions in a virtual school: Does working memory play a role?
Graham, A. J., Gathercole, S. E., Logie, M. R., & Holmes, J. (2015) · Memory & Cognition · doi:10.3758/s13421-015-0579-2 · Cited by 136 · see citing works
Self-citationSkilled memory and expertise: Mechanisms of exceptional performance.
Ericsson, K. A. (1988) · Defense Technical Information Center (DTIC) · doi:10.4324/9780203761618-15 · Cited by 129 · see citing works
Does working memory training promote the use of strategies on untrained working memory tasks?
Dunning, D. L., & Holmes, J. (2014) · Memory & Cognition · doi:10.3758/s13421-014-0410-5 · Cited by 129 · see citing works
Cognitive training enhances intrinsic brain connectivity in childhood
Astle, D. E., Barnes, J. J., Baker, K., Colclough, G. L., & Woolrich, M. W. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.4517-14.2015 · Cited by 123 · see citing works
The reliability and stability of visual working memory capacity
Xu, Z., Adam, K. C. S., Fang, X., & Vogel, E. K. (2017) · Behavior Research Methods · doi:10.3758/s13428-017-0886-6 · Cited by 107 · see citing works
Limits of working memory: The digit digit-span.
Reisberg, D., Rappaport, I., & O'Shaughnessy, M. P. (1984) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.10.2.203 · Cited by 106 · see citing works
A simultaneous examination of two forms of working memory training: Evidence for near transfer only
Minear, M., Brasher, F., Guerrero, C. B., Brasher, M., Moore, A., & Sukeena, J. (2016) · Memory & Cognition · doi:10.3758/s13421-016-0616-9 · Cited by 85 · 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
Teaching short term memory skills to children with Down syndrome
Broadley, I., & Macdonald, J. B. (1993) · Down Syndrome Research and Practice · doi:10.3104/reports.11 · Cited by 67 · see citing works
Neuropsychological evidence for separating components of visuo–spatial working memory
Darling, S., Sala, S. D., Logie, R. H., & Cantagallo, A. (2005) · Journal of Neurology · doi:10.1007/s00415-005-0944-3 · Cited by 61 · see citing works
Change Detection: Training and Transfer
Gaspar, J. G., Neider, M. B., Simons, D. J., McCarley, J. S., & Kramer, A. F. (2013) · PLoS ONE · doi:10.1371/journal.pone.0067781 · Cited by 47 · see citing works
The emergence of the word length effect in young children: The effects of overt and covert rehearsal
Johnston, R. S., Johnson, C., & Gray, C. (1987) · British Journal of Developmental Psychology · doi:10.1111/j.2044-835x.1987.tb01059.x · Cited by 42 · see citing works
Mnemonic Training for the Acquisition of Skilled Digit Memory
Kliegl, R. M., Smith, J., Heckhausen, J., & Baltes, P. B. (1987) · Cognition and Instruction · doi:10.1207/s1532690xci0404_1 · Cited by 39 · see citing works
Martin, P. R., & Fernberger, S. W. (1929) · The American Journal of Psychology · doi:10.2307/1415112 · Cited by 37 · see citing works
Staszewski, J. J. (1990) · Springer eBooks · doi:10.1007/978-1-4612-3268-1_18 · Cited by 28 · see citing works
Training Change Detection Leads to Substantial Task-Specific Improvement
Buschkuehl, M., Jaeggi, S. M., Mueller, S. T., Shah, P., & Jonides, J. J. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0055-y · Cited by 13 · see citing works
Effects of 30 Years of Disuse on Exceptional Memory Performance
Yoon, J., Ericsson, K. A., & Donatelli, D. (2017) · Cognitive Science · doi:10.1111/cogs.12562 · Cited by 6 · see citing works
Orhan, A. E., & Jacobs, R. A. (2014) · arXiv (Cornell University) · doi:10.48550/arxiv.1407.0644 · Cited by 3 · see citing works
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The role of strategy use in working memory training outcomes
Fellman, D., Jylkkä, J., Waris, O., Soveri, A., Ritakallio, L., Haga, S., Salmi, J., Nyman, T. J., & Laine, M. (2020) · Journal of Memory and Language · doi:10.1016/j.jml.2019.104064 · Cited by 64 · see citing works
The asymmetry of working memory training transfer: A systematic review and meta-analysis
Fu, J., Zhou, Y., Yuan, M., & Cai, Y. (2026) · Psychonomic Bulletin & Review · doi:10.3758/s13423-026-02994-5
“Notably, this pattern differs from evidence that visual novelty can facilitate within-par-adigm transfer (Gathercole et al., 2019; Norris et al., 2019), perhaps because the paradigm-specific benefits associated with visual novelty may not support or even hinder cross-paradigm generalization.”
- Authors
- Norris, D. G., Hall, J., & Gathercole, S. E.
- Affiliations
- MRC Cognition and Brain Sciences Unit (GB)
- Corresponding author
- Norris, Dennis G.
- Venue
- Memory & Cognition
- Published
- 2019-02-27
- Volume
- 47
- Issue
- 5
- Pages
- 1012-1023
- ISSN
- 0090-502X (ISSN-L)
- 1532-5946
- PMC
- PMC6647533
- OpenAlex
- W2918175040
- Cited by
- 31
- References
- 60
- Citations by year
- 2025: 5 · 2024: 4 · 2023: 6 · 2022: 9 · 2021: 3 · 2020: 2 · 2019: 2
- FWCI
- 4.72
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Memory & Cognition (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Apollo (cc-by)
- Funders
- Medical Research Council (SUAG/012)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- short-term memory, working memory training, serial recall, verbal short-term memory, transfer of training, visual short-term memory, letter recall
- MeSH terms
- Adolescent, Adult, Color Perception, Humans, Memory, Short-Term, Pattern Recognition, Visual, Practice, Psychological, Mental Recall, Serial Learning, Speech Perception, Transfer, Psychology, Young Adult
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