Visuospatial working memory training facilitates visually-aided explicit sequence learning
Abstract
Finger sequence learning requires visuospatial working memory (WM). However, the dynamics between age, WM training, and motor skill acquisition are unclear. Therefore, we examined how visuospatial WM training improves finger movement sequential accuracy in younger (n=26, 21.1±1.37years) and older adults (n=22, 70.6±4.01years). After performing a finger sequence learning exercise and numerical and spatial WM tasks, participants in each age group were randomly assigned to either the experimental (EX) or control (CO) groups. For one hour daily over a 10-day period, the EX group practiced an adaptive n-back spatial task while those in the CO group practiced a non-adaptive version. As a result of WM practice, the EX participants increased their accuracy in the spatial n-back tasks, while accuracy remained unimproved in the numerical n-back tasks. In all groups, reaction times (RT) became shorter in most numerical and spatial n-back tasks. The learners in the EX group - but not in the CO group - showed improvements in their retention of finger sequences. The findings support our hypothesis that computerized visuospatial WM training improves finger sequence learning both in younger and in older adults. We discuss the theoretical implications and clinical relevance of this research for motor learning and functional rehabilitation.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
No transfer effects were observed in 3 out of 8 studies, and only nearest transfer effects as measured with digit span forward and/or backward were observed by three other studies.
“Critically, no transfer effects were observed in 3 out of 8 studies [72–74], and only nearest transfer effects as measured with digit span forward and/or backward were observed by three other studies [19, 75, 76].”
From Adaptive working memory training does not produce transfer effects in cognition and neuroimaging (2022) · cites this paper as [72]
Cites
Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975) · Journal of Psychiatric Research · doi:10.1016/0022-3956(75)90026-6 · Cited by 88,282 · see citing works
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900 · see citing works
Baddeley, A. D., & Hitch, G. (1974) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(08)60452-1 · Cited by 9,860 · see citing works
Individual differences in working memory and reading
Daneman, M., & Carpenter, P. A. (1980) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(80)90312-6 · Cited by 6,336 · see citing works
Baddeley, A. (1992) · Science · doi:10.1126/science.1736359 · Cited by 5,258 · see citing works
Working Memory Capacity as Executive Attention
Engle, R. W. (2002) · Current Directions in Psychological Science · doi:10.1111/1467-8721.00160 · Cited by 2,507 · see citing works
Exploring the Central Executive
Baddeley, A. (1996) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/713755608 · Cited by 2,390 · see citing works
Effects of Cognitive Training Interventions With Older Adults: A Randomized Controlled Trial
Ball, K., Berch, D. B., Helmers, K. F., Jobe, J. B., Leveck, M. D., Marsiske, M., Morris, J. N., Rebok, G. W., Smith, D. M., Tennstedt, S. L., et al. (2002) · JAMA · doi:10.1001/jama.288.18.2271 · Cited by 2,049 · 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
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
Kane, M. J., Hambrick, D. Z., Tuholski, S. W., Wilhelm, O., Payne, T. W., & Engle, R. W. (2004) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.133.2.189 · Cited by 1,679 · 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
Long-term Effects of Cognitive Training on Everyday Functional Outcomes in Older Adults
Willis, S. L., Tennstedt, S. L., Marsiske, M., Ball, K., Elias, J., Koepke, K. M., Morris, J. N., Rebok, G. W., Unverzagt, F. W., Stoddard, A. M., et al. (2006) · JAMA · doi:10.1001/jama.296.23.2805 · Cited by 1,496 · see citing works
Age differences in the frontal lateralization of verbal and spatial working memory revealed by PET
Reuter-Lorenz, P. A., Jonides, J., Smith, E. E., Hartley, A., Miller, A., Marshuetz, C., & Koeppe, R. A. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/089892900561814 · Cited by 998 · see citing works
Adaptive training leads to sustained enhancement of poor working memory in children
Holmes, J., Gathercole, S. E., & Dunning, D. L. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00848.x · Cited by 961 · see citing works
A theoretical framework for the study of adult cognitive plasticity
Lövdén, M., Bäckman, L., Lindenberger, U., Schaefer, S., & Schmiedek, F. (2010) · Psychological Bulletin · doi:10.1037/a0020080 · Cited by 731 · see citing works
Morrison, A. B., & Chein, J. M. (2011) · Psychonomic Bulletin & Review · doi:10.3758/s13423-010-0034-0 · Cited by 723 · see citing works
Improving fluid intelligence with training on working memory: a meta-analysis
Au, J., Sheehan, E., Tsai, N., Duncan, G. J., Buschkuehl, M., & Jaeggi, S. M. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-014-0699-x · Cited by 671 · see citing works
Perspectives and problems in motor learning
Wolpert, D. M., Zoubin Ghahramani, A., & Flanagan, J. R. (2001) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01773-3 · Cited by 671 · see citing works
Karbach, J., & Verhaeghen, P. (2014) · Psychological Science · doi:10.1177/0956797614548725 · Cited by 589 · 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
Individualized Piano Instruction enhances executive functioning and working memory in older adults
Bugos, J. A., Perlstein, W. M., McCrae, C. S., Brophy, T., & Bedenbaugh, P. H. (2007) · Aging & Mental Health · doi:10.1080/13607860601086504 · Cited by 458 · 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
Working memory plasticity in old age: practice gain, transfer, and maintenance
Li, S.-C., Schmiedek, F., Huxhold, O., Röcke, C., Smith, J., & Lindenberger, U. (2008) · Psychology and Aging · doi:10.1037/a0014343 · Cited by 369 · see citing works
Working Memory Maintenance Contributes to Long-term Memory Formation: Neural and Behavioral Evidence
Charan Ranganath, A., Cohen, M. X., & Brozinsky, C. J. (2005) · Journal of Cognitive Neuroscience · doi:10.1162/0898929054475118 · Cited by 294 · see citing works
Executive control training from middle childhood to adolescence
Karbach, J., & Unger, K. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00390 · Cited by 269 · see citing works
Does the capacity of working memory change with age?
Wingfield, A., Stine, E. A. L., Lahar, C. J., & Aberdeen, J. S. (1988) · Experimental Aging Research · doi:10.1080/03610738808259731 · Cited by 257 · see citing works
Working memory training and transfer in older adults.
Richmond, L. L., Morrison, A. B., Chein, J. M., & Olson, I. R. (2011) · Psychology and Aging · doi:10.1037/a0023631 · Cited by 257 · see citing works
Zinke, K., Zeintl, M., Rose, N. S., Putzmann, J., Pydde, A., & Kliegel, M. (2014) · Developmental Psychology · doi:10.1037/a0032982 · Cited by 246 · see citing works
Clegg, B. A., DiGirolamo, G. J., & Keele, S. W. (1998) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(98)01202-9 · Cited by 195 · see citing works
Computerized training of working memory in a group of patients suffering from acquired brain injury
Lundqvist, A., Grundström, K., Samuelsson, K., & Rönnberg, J. (2010) · Brain Injury · doi:10.3109/02699052.2010.498007 · Cited by 192 · see citing works
McNay, E. C., & Willingham, D. B. (1998) · Learning & Memory · doi:10.1101/lm.4.5.411 · Cited by 170 · see citing works
Developmental Features of Rapid Aiming Arm Movements Across the Lifespan
Yan, J. H., Thomas, J. R., Stelmach, G. E., & Thomas, K. T. (2000) · Journal of Motor Behavior · doi:10.1080/00222890009601365 · Cited by 159 · see citing works
Self-citationOn the impacts of working memory training on executive functioning
Salminen, T., Strobach, T., & Schubert, T. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00166 · Cited by 148 · see citing works
Sequence Skill Acquisition and Off-Line Learning in Normal Aging
Brown, R. M., Robertson, E. M., & Press, D. Z. (2009) · PLoS ONE · doi:10.1371/journal.pone.0006683 · Cited by 139 · see citing works
Swinnen, S. P. (1998) · Cognitive Neuropsychology · doi:10.1080/026432998381104 · Cited by 139 · see citing works
Bo, J., Borza, V., & Seidler, R. D. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00393.2009 · Cited by 131 · see citing works
Cognitive aging affects motor performance and learning
Ren, J., Wu, Y. D., Chan, J. S. Y., & Yan, J. H. (2012) · Geriatrics and gerontology international/Geriatrics & gerontology international · doi:10.1111/j.1447-0594.2012.00914.x · Cited by 105 · see citing works
Self-citationBenefits of training visuospatial working memory in young-old and old-old.
Borella, E., Carretti, B., Cantarella, A., Riboldi, F., Zavagnin, M., & De Beni, R. (2014) · Developmental Psychology · doi:10.1037/a0034293 · Cited by 101 · see citing works
Stepankova, H., Lukavsky, J., Buschkuehl, M., Kopecek, M., Ripova, D., & Jaeggi, S. M. (2014) · Developmental Psychology · doi:10.1037/a0034913 · Cited by 101 · see citing works
Brain plasticity and motor practice in cognitive aging
Cai, L., Chan, J. S. Y., Yan, J. H., & Peng, K. (2014) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2014.00031 · Cited by 99 · see citing works
Self-citationTraining working memory: Limits of transfer
Sprenger, A. M., Atkins, S. M., Bolger, D. J., Harbison, J. I., Novick, J. M., Chrabaszcz, J. S., Weems, S. A., Smith, V., Bobb, S., Bunting, M. F., et al. (2013) · Intelligence · doi:10.1016/j.intell.2013.07.013 · Cited by 96 · see citing works
Working Memory Training in Old Age: An Examination of Transfer and Maintenance Effects
Borella, E., Carretti, B., Zanoni, G., Zavagnin, M., & Béni, R. D. (2013) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/act020 · Cited by 93 · see citing works
Does working memory training have to be adaptive?
von Bastian, C. C., & Eschen, A. (2016) · Psychological Research · doi:10.1007/s00426-015-0655-z · Cited by 83 · see citing works
Ballesteros, S., Mayas, J., Prieto, A. F., Toril, P., Pita, C., Laura, P. D. L., Avilés, J. M. R., & Waterworth, J. A. (2015) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2015.00045 · Cited by 69 · see citing works
Yan, J. H., & Dick, M. B. (2006) · Aging Neuropsychology and Cognition · doi:10.1080/138255890969609 · Cited by 66 · see citing works
Self-citationEffects of Aging on Linear and Curvilinear Aiming Arm Movements
Yan, J. H. (2000) · Experimental Aging Research · doi:10.1080/036107300750015778 · Cited by 62 · see citing works
Self-citationZook, N., Welsh, M. C., & Ewing, V. (2006) · Aging Neuropsychology and Cognition · doi:10.1080/13825580490904183 · Cited by 55 · see citing works
Age-specific differences of dualn-back training
Salminen, T. M., Frensch, P. A., Strobach, T., & Schubert, T. (2015) · Aging Neuropsychology and Cognition · doi:10.1080/13825585.2015.1031723 · Cited by 48 · see citing works
Long-term Maintenance of Retest Learning in Young Old and Oldest Old Adults
Yang, L., & Krampe, R. T. (2009) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbp063 · Cited by 37 · see citing works
Multidimensional Motor Sequence Learning Is Impaired in Older But Not Younger or Middle-Aged Adults
Boyd, L. A., Vidoni, E. D., & Siengsukon, C. F. (2007) · Physical Therapy · doi:10.2522/ptj.20070131 · Cited by 35 · see citing works
Computer Testing of Memory Across the Adult Life Span
Laguna, R. L. B. K. D. (2000) · Experimental Aging Research · doi:10.1080/036107300404877 · Cited by 31 · see citing works
The effects of ageing and cognitive impairment on on‐line and off‐line motor learning
Yan, J. H., Abernethy, B., & Li, X. (2009) · Applied Cognitive Psychology · doi:10.1002/acp.1551 · Cited by 29 · see citing works
Self-citationNear‐ and Far‐Transfer Effects of Working Memory Updating Training in Elderly Adults
Zhao, X., Lai, Z., Li, F., & Maes, J. H. R. (2014) · Applied Cognitive Psychology · doi:10.1002/acp.3011 · Cited by 29 · see citing works
The role of age and inhibitory efficiency in working memory processing and storage components
Blair, M., Vadaga, K. K., Shuchat, J., & Li, K. (2010) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470218.2010.540670 · Cited by 19 · see citing works
Age-related changes in imitating sequences of observed movements.
Maryott, J., & Sekuler, R. (2009) · Psychology and Aging · doi:10.1037/a0015266 · Cited by 18 · see citing works
Posture and cognition interfere in later adulthood even without concurrent response production
Smolders, C., Doumas, M., & Krampe, R. T. (2009) · Human Movement Science · doi:10.1016/j.humov.2009.07.009 · Cited by 16 · see citing works
Representational momentum in older adults
Piotrowski, A. S., & Jakobson, L. S. (2011) · Brain and Cognition · doi:10.1016/j.bandc.2011.05.002 · Cited by 10 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Traut, H. J., Guild, R. M., & Munakata, Y. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.662139 · Cited by 100 · see citing works
Teixeira-Santos, A. C., Moreira, C. S., Magalhães, R., Magalhães, C., Pereira, D. R., Leite, J., Carvalho, S., & Sampaio, A. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.05.009 · Cited by 87 · see citing works
Adaptive working memory training does not produce transfer effects in cognition and neuroimaging
Ripp, I., Emch, M., Wu, Q., Lizarraga, A., Udale, R., von Bastian, C. C., Koch, K., & Yakushev, I. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-02272-7 · Cited by 31 · see citing works
Self-citation
- Authors
- Chan, J. S. Y., Wu, Q., Liang, D., & Yan, J. H.
- Affiliations
- Chinese University of Hong Kong (HK)
- Tsinghua University (CN)
- Shenzhen University (CN)
- Corresponding author
- Yan, Jin H.
- Venue
- Acta Psychologica
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 161
- Pages
- 145-153
- ISSN
- 0001-6918 (ISSN-L)
- OpenAlex
- W1712039772
- Cited by
- 21
- References
- 58
- Citations by year
- 2022: 4 · 2021: 5 · 2020: 4 · 2019: 2 · 2018: 2 · 2017: 2 · 2016: 2
- FWCI
- 3.01
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Acta Psychologica (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Natural Science Foundation of SZU
- Chinese University of Hong Kong
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- visuospatial working memory, working memory training, motor skill learning, n-back task, older adults, age differences, motor learning, functional rehabilitation, reaction time
- MeSH terms
- Aged, Aging, Female, Fingers, Humans, Learning, Male, Memory, Short-Term, Motor Skills, Photic Stimulation, Psychomotor Performance, Reaction Time, Space Perception, Transfer, Psychology, Visual Perception, Young Adult, Learning Curve
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review