Working memory training and transfer in older adults: effects of age, baseline performance, and training gains.

Recent studies suggest that working memory training may benefit older adults; however, findings regarding training and transfer effects are mixed. The current study aimed to investigate the effects of a process-based training intervention in a diverse sample of older adults and explored possible moderators of training and transfer effects. For that purpose, 80 older adults (65-95 years) were assigned either to a training group that worked on visuospatial, verbal, and executive working memory tasks for 9 sessions over 3 weeks or to a control group. Performance on trained and transfer tasks was assessed in all participants before and after the training period, as well as at a 9-month follow-up. Analyses revealed significant training effects in all 3 training tasks in trained participants relative to controls, as well as near transfer to a verbal working memory task and far transfer to a fluid intelligence task. Encouragingly, all training effects and the transfer effect to verbal working memory were stable at the 9-month follow-up session. Further analyses revealed that training gains were predicted by baseline performance in training tasks and (to a lesser degree) by age. Gains in transfer tasks were predicted by age and by the amount of improvement in the trained tasks. These findings suggest that cognitive plasticity is preserved over a large range of old age and that even a rather short training regime can lead to (partly specific) training and transfer effects. However, baseline performance, age, and training gains moderate the amount of plasticity.

[1]  C. Rott,et al.  Demenz im höchsten Alter ist keine Notwendigkeit , 2001 .

[2]  A. S. Gilinsky,et al.  Working memory and bias in reasoning across the life span. , 1994, Psychology and aging.

[3]  Susanne M. Jaeggi,et al.  Improving fluid intelligence with training on working memory: a meta-analysis , 2008, Psychonomic Bulletin & Review.

[4]  Pamela K. Smith,et al.  Models of visuospatial and verbal memory across the adult life span. , 2002, Psychology and aging.

[5]  Ingrid R Olson,et al.  Working memory training and transfer in older adults. , 2011, Psychology and aging.

[6]  Erika Borella,et al.  Working memory training in older adults: evidence of transfer and maintenance effects. , 2010, Psychology and aging.

[7]  M. Kliegel,et al.  Life-long intellectual activities mediate the predictive effect of early education on cognitive impairment in centenarians: a retrospective study , 2004, Aging & mental health.

[8]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[9]  Martin Bellander,et al.  Neural correlates of training-related working-memory gains in old age , 2011, NeuroImage.

[10]  H. Forssberg,et al.  Changes in Cortical Dopamine D1 Receptor Binding Associated with Cognitive Training , 2009, NeuroImage.

[11]  Randall W Engle,et al.  Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. , 1999, Journal of experimental psychology. General.

[12]  T. Klingberg,et al.  Increased prefrontal and parietal activity after training of working memory , 2004, Nature Neuroscience.

[13]  P. Verhaeghen,et al.  Aging and verbal memory span: a meta-analysis. , 2005, The journals of gerontology. Series B, Psychological sciences and social sciences.

[14]  Yvonne Koch The Psychology Of Learning And Motivation , 2016 .

[15]  J. Yesavage,et al.  Learning mnemonics: roles of aging and subtle cognitive impairment. , 1990, Psychology and aging.

[16]  E. Butterfield,et al.  On the theory and practice of improving short-term memory. , 1973, American journal of mental deficiency.

[17]  B. Ross The Psychology of Learning and Motivation , 2012 .

[18]  C. Chabris,et al.  Neural mechanisms of general fluid intelligence , 2003, Nature Neuroscience.

[19]  Mitchell Sommers,et al.  The structure of working memory abilities across the adult life span. , 2011, Psychology and aging.

[20]  K A Ericcson,et al.  Acquisition of a memory skill. , 1980, Science.

[21]  Susanne M. Jaeggi,et al.  Developmental Cognitive Neuroscience Neuronal Effects following Working Memory Training , 2022 .

[22]  U. Lindenberger,et al.  A theoretical framework for the study of adult cognitive plasticity. , 2010, Psychological bulletin.

[23]  H. Forssberg,et al.  Computerized training of working memory in children with ADHD--a randomized, controlled trial. , 2005, Journal of the American Academy of Child and Adolescent Psychiatry.

[24]  Joni Holmes,et al.  Adaptive training leads to sustained enhancement of poor working memory in children. , 2009, Developmental science.

[25]  Timothy A. Salthouse,et al.  The Role of Processing Resources in Cognitive Aging , 1988 .

[26]  H. Forssberg,et al.  Changes in Cortical Dopamine D1 Receptor Binding Associated with Cognitive Training , 2009, NeuroImage.

[27]  Lars Nyberg,et al.  Plasticity of executive functioning in young and older adults: immediate training gains, transfer, and long-term maintenance. , 2008, Psychology and aging.

[28]  P. Verhaeghen,et al.  On the mechanisms of plasticity in young and older adults after instruction in the method of loci: evidence for an amplification model. , 1996, Psychology and aging.

[29]  Randy W. Kamphaus,et al.  Kaufman Assessment Battery for Children (K-ABC) , 2005 .

[30]  U. Lindenberger,et al.  Frontiers in Aging Neuroscience Aging Neuroscience Hundred Days of Cognitive Training Enhance Broad Cognitive Abilities in Adulthood: Findings from the Cogito Study Materials and Methods Participants and Procedure , 2022 .

[31]  Alexandra B. Morrison,et al.  Expanding the mind’s workspace: Training and transfer effects with a complex working memory span task , 2010, Psychonomic bulletin & review.

[32]  Matthias Kliegel,et al.  Potentials and Limits of Plasticity Induced by Working Memory Training in Old-Old Age , 2011, Gerontology.

[33]  R. Dixon,et al.  Use it or lose it: engaged lifestyle as a buffer of cognitive decline in aging? , 1999, Psychology and aging.

[34]  Nathan S. Rose,et al.  Training cognition: Parallels with physical fitness?☆ , 2012 .

[35]  T. Klingberg Training and plasticity of working memory , 2010, Trends in Cognitive Sciences.

[36]  Yvonne Brehmer,et al.  Working-memory training in younger and older adults: training gains, transfer, and maintenance , 2012, Front. Hum. Neurosci..

[37]  Thomas S. Redick,et al.  Is working memory training effective? , 2012, Psychological bulletin.

[38]  Shu-Chen Li,et al.  Working memory plasticity in old age: practice gain, transfer, and maintenance. , 2008, Psychology and aging.

[39]  Alexandra J. Fiocco,et al.  Exercising the brain to avoid cognitive decline: examining the evidence , 2010 .

[40]  A. Baddeley Working memory: looking back and looking forward , 2003, Nature Reviews Neuroscience.

[41]  C. Lustig,et al.  Who Benefits From Memory Training? , 2007, Psychological science.

[42]  J. Kray,et al.  How useful is executive control training? Age differences in near and far transfer of task-switching training. , 2009, Developmental science.

[43]  Susanne M. Jaeggi,et al.  Impact of working memory training on memory performance in old-old adults. , 2008, Psychology and aging.

[44]  David J. Therriault,et al.  A latent variable analysis of working memory capacity, short-term memory capacity, processing speed, and general fluid intelligence , 2002 .

[45]  Stefan Gottschalk,et al.  The Hundred Days , 2016 .

[46]  A. Baddeley Exploring the Central Executive , 1996 .

[47]  Monica Melby-Lervåg,et al.  Is working memory training effective? A meta-analytic review. , 2013, Developmental psychology.

[48]  G. Ward,et al.  Planning and Problem solving Using the Five disc Tower of London Task , 1997 .

[49]  Mm. Liabre Standard Progressive Matrices , 1984 .

[50]  H. Simon,et al.  The functional equivalence of problem solving skills , 1975, Cognitive Psychology.

[51]  H. Forssberg,et al.  Training of Working Memory in Children With ADHD , 2002 .

[52]  Susanne M. Jaeggi,et al.  Short- and long-term benefits of cognitive training , 2011, Proceedings of the National Academy of Sciences.