Working Memory Training and Transfer: Theoretical and Practical Considerations

The study of transfer and brain plasticity is currently one of the hot topics in cognitive science. Transfer refers to performance improvements in tasks that were not part of an intervention. In this chapter, we will provide evidence for the efficacy of several working memory (WM) interventions developed in our laboratories and review the emerging literature from other groups. We will discuss data that demonstrate transfer to non-trained tasks throughout the lifespan, that is, in young adults, in older adults, in typically developing children, as well as children with Attention-Deficit Hyperactivity Disorder (ADHD). We will also briefly discuss the neural correlates that underlie improvements as a function of WM training. In addition to describing successful instances of transfer, we will also point out that transfer effects can be elusive, and that some of the effects do not seem to be easily replicated. We argue that instead of taking inconsistencies as a proof for a lack of efficacy, researchers need to develop innovative approaches to move the cognitive training literature beyond the simple question of whether or not training is effective, and to address questions of underlying mechanisms, individual differences, and training features and parameters that might mediate and moderate the efficacy of training.

[1]  Oxana Palesh,et al.  Cognitive training for improving executive function in chemotherapy-treated breast cancer survivors. , 2013, Clinical breast cancer.

[2]  John Jonides,et al.  How does practice makes perfect? , 2004, Nature Neuroscience.

[3]  B. Hayslip FLUID ABILITY TRAINING WITH AGED PEOPLE: A PAST WITH A FUTURE? , 1989 .

[4]  E. Twamley,et al.  A meta-analysis of cognitive remediation in schizophrenia. , 2007, The American journal of psychiatry.

[5]  Susanne M. Jaeggi,et al.  Challenges for Research on Intelligence , 2013 .

[6]  Stephen M. Emrich,et al.  Strengthened Effective Connectivity Underlies Transfer of Working Memory Training to Tests of Short-Term Memory and Attention , 2013, The Journal of Neuroscience.

[7]  R. Feuerstein Instrumental Enrichment: An Intervention Program for Cognitive Modifiability , 1980 .

[8]  Frederick Verbruggen,et al.  Control of interference during working memory updating. , 2011, Journal of experimental psychology. Human perception and performance.

[9]  J. Jonides,et al.  Cognitive training for ADHD: The importance of individual differences , 2012 .

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

[11]  J. Hadwin,et al.  The impact of working memory training in young people with social, emotional and behavioural difficulties , 2011 .

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

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

[14]  S. Pickering,et al.  Working memory and education , 2006 .

[15]  T. Schubert,et al.  On the impacts of working memory training on executive functioning , 2012, Front. Hum. Neurosci..

[16]  Lars Bäckman,et al.  Transfer of Learning After Updating Training Mediated by the Striatum , 2008, Science.

[17]  Andy C. H. Lee,et al.  A Potential Spatial Working Memory Training Task to Improve Both Episodic Memory and Fluid Intelligence , 2012, PloS one.

[18]  S. Gathercole,et al.  Working Memory in the Classroom , 2006 .

[19]  Matthew C Keller,et al.  Mental Exercising Through Simple Socializing: Social Interaction Promotes General Cognitive Functioning , 2008, Personality & social psychology bulletin.

[20]  R. Engle,et al.  Individual differences in working memory capacity and what they tell us about controlled attention, general fluid intelligence, and functions of the prefrontal cortex. , 1999 .

[21]  Feiyue Qiu,et al.  Study on Improving Fluid Intelligence through Cognitive Training System Based on Gabor Stimulus , 2009, 2009 First International Conference on Information Science and Engineering.

[22]  Priti Shah,et al.  Aging, Training, and the Brain: A Review and Future Directions , 2009, Neuropsychology Review.

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

[24]  L. Gottfredson Why g matters: The complexity of everyday life , 1997 .

[25]  Gavriel Salomon,et al.  T RANSFER OF LEARNING , 1992 .

[26]  Julian Elliott,et al.  Working Memory Deficits can be Overcome: Impacts of Training and Medication on Working Memory in Children with ADHD , 2010 .

[27]  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.

[28]  R. Sternberg,et al.  Transfer on Trial: Intelligence, Cognition and Instruction , 1993 .

[29]  Meghan B. Mitchell,et al.  Cognitively Stimulating Activities: Effects on Cognition across Four Studies with up to 21 Years of Longitudinal Data , 2012, Journal of aging research.

[30]  E. Twamley,et al.  Compensatory cognitive training for psychosis: who benefits? Who stays in treatment? , 2011, Schizophrenia bulletin.

[31]  A. Diamond,et al.  Interventions Shown to Aid Executive Function Development in Children 4 to 12 Years Old , 2011, Science.

[32]  R. Nickerson,et al.  Teaching Thinking Skills , 1986 .

[33]  A. Bauman,et al.  Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. , 2007, Circulation.

[34]  Joel Myerson,et al.  Dual n-back training increases the capacity of the focus of attention , 2013, Psychonomic bulletin & review.

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

[36]  Yehoshua Tsal,et al.  Computerized Progressive Attentional Training (CPAT) Program: Effective Direct Intervention for Children with ADHD , 2007, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[37]  Erika Borella,et al.  Working memory training in old age: an examination of transfer and maintenance effects. , 2013, Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists.

[38]  Richard E. Snow,et al.  Conative and affective process analyses , 1987 .

[39]  H. Pashler,et al.  Distributed practice in verbal recall tasks: A review and quantitative synthesis. , 2006, Psychological bulletin.

[40]  Susanne M. Jaeggi,et al.  Working memory training improves reading processes in typically developing children , 2012, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[41]  Erika Borella,et al.  Does strategic memory training improve the working memory performance of younger and older adults? , 2007, Experimental psychology.

[42]  C. Bray Transfer of learning. , 1928 .

[43]  K. Ball,et al.  Long-term effects of cognitive training on everyday functional outcomes in older adults. , 2006, JAMA.

[44]  Sean P. Gyll,et al.  The role of attention processes in near transfer of cognitive skills , 2000 .

[45]  K. Kerns,et al.  Investigation of a Direct Intervention for Improving Attention in Young Children With ADHD , 1999 .

[46]  A. Mecklinger,et al.  Separating intra-modal and across-modal training effects in visual working memory: an fMRI investigation. , 2011, Cerebral cortex.

[47]  George W Rebok,et al.  Ten‐Year Effects of the Advanced Cognitive Training for Independent and Vital Elderly Cognitive Training Trial on Cognition and Everyday Functioning in Older Adults , 2014, Journal of the American Geriatrics Society.

[48]  C S Green,et al.  Action-Video-Game Experience Alters the Spatial Resolution of Vision , 2007, Psychological science.

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

[50]  E. Crone,et al.  Training the developing brain: a neurocognitive perspective , 2012, Front. Hum. Neurosci..

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

[52]  George W Rebok,et al.  Effects of cognitive training interventions with older adults: a randomized controlled trial. , 2002, JAMA.

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

[54]  Richard L. Bryck,et al.  Training the brain: practical applications of neural plasticity from the intersection of cognitive neuroscience, developmental psychology, and prevention science. , 2012, The American psychologist.

[55]  Norbert Jaušovec,et al.  Working memory training: Improving intelligence – Changing brain activity , 2012, Brain and Cognition.

[56]  Thomas I. Ellis Teaching Thinking Skills. , 1988 .

[57]  E. Schellenberg,et al.  Short-Term Music Training Enhances Verbal Intelligence and Executive Function , 2011, Psychological science.

[58]  M. Posner,et al.  Short-term meditation training improves attention and self-regulation , 2007, Proceedings of the National Academy of Sciences.

[59]  J. Raven Advanced progressive matrices : sets I and II , 1962 .

[60]  Susanne M. Jaeggi,et al.  The development and malleability of executive control abilities , 2014, Front. Behav. Neurosci..

[61]  B. Pennington,et al.  Validity of the Executive Function Theory of Attention-Deficit/Hyperactivity Disorder: A Meta-Analytic Review , 2005, Biological Psychiatry.

[62]  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.

[63]  Susanne M. Jaeggi,et al.  Author's Personal Copy Behavioural Brain Research the Effects of Working Memory Resource Depletion and Training on Sensorimotor Adaptation , 2022 .

[64]  M. Whisman The efficacy of booster maintenance sessions in behavior therapy: Review and methodological critique , 1990 .

[65]  A. Miyake,et al.  Models of Working Memory: Mechanisms of Active Maintenance and Executive Control , 1999 .

[66]  H. Noice,et al.  An Arts Intervention for Older Adults Living in Subsidized Retirement Homes , 2008, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[67]  Kurt Squire,et al.  Video games in education , 2003, Int. J. Intell. Games Simul..

[68]  K. Ball,et al.  The ACTIVE Cognitive Training Interventions and Trajectories of Performance Among Older Adults , 2013, Journal of aging and health.

[69]  K. Anders Ericsson,et al.  Working Memory and Expert Performance , 1998 .

[70]  E. Thorndike,et al.  The influence of improvement in one mental function upon the efficiency of other functions. (I). , 1901 .

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

[72]  S. Gathercole,et al.  The cognitive and behavioral characteristics of children with low working memory. , 2009, Child development.

[73]  Andrew R. A. Conway,et al.  Working memory, attention control, and the N-back task: a question of construct validity. , 2007, Journal of experimental psychology. Learning, memory, and cognition.

[74]  Jessica A. Grahn,et al.  Putting brain training to the test , 2010, Nature.

[75]  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 .

[76]  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.

[77]  S. Jaeggi,et al.  The concurrent validity of the N-back task as a working memory measure , 2010, Memory.

[78]  Diane F. Halpern,et al.  Improved matrix reasoning is limited to training on tasks with a visuospatial component , 2013 .

[79]  E. Koster,et al.  Improving attention control in dysphoria through cognitive training: transfer effects on working memory capacity and filtering efficiency. , 2013, Psychophysiology.

[80]  M. Witt School based working memory training: Preliminary finding of improvement in children’s mathematical performance , 2011, Advances in cognitive psychology.

[81]  Robert H. Logie,et al.  Working Memory and Thinking: Current Issues In Thinking And Reasoning , 1998 .

[82]  Richard L. Lewis,et al.  The mind and brain of short-term memory. , 2008, Annual review of psychology.

[83]  E. Kroesbergen,et al.  Training working memory in kindergarten children: Effects on working memory and early numeracy , 2014, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[84]  Wilma Koutstaal,et al.  Aging, Neuropsychology, and Cognition , 2008 .

[85]  F. Gomez-Pinilla,et al.  Brain foods: the effects of nutrients on brain function , 2008, Nature Reviews Neuroscience.

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

[87]  James Paul Gee,et al.  What video games have to teach us about learning and literacy , 2007, CIE.

[88]  Dan Liu,et al.  Effect of updating training on fluid intelligence in children , 2011 .

[89]  J. Saczynski,et al.  Strategy Use in Reasoning Training With Older Adults , 2002 .

[90]  Angela L. Duckworth,et al.  Grit: perseverance and passion for long-term goals. , 2007, Journal of personality and social psychology.

[91]  Denise C. Park,et al.  The Impact of Sustained Engagement on Cognitive Function in Older Adults , 2014, Psychological science.

[92]  M. Elosúa,et al.  Reading Comprehension and Working Memory's Executive Processes: An Intervention Study in Primary School Students , 2013 .

[93]  Paul F. Hill,et al.  Remember the Future: Working Memory Training Decreases Delay Discounting Among Stimulant Addicts , 2011, Biological Psychiatry.

[94]  Adam Hampshire,et al.  Training the Emotional Brain: Improving Affective Control through Emotional Working Memory Training , 2013, The Journal of Neuroscience.

[95]  John J. Foxe,et al.  Patterns of normal human brain plasticity after practice and their implications for neurorehabilitation. , 2006, Archives of physical medicine and rehabilitation.

[96]  P. F. Jong,et al.  Working memory, intelligence and reading ability in children , 1996 .

[97]  Susanne M. Jaeggi,et al.  Cogmed and working memory training—Current challenges and the search for underlying mechanisms , 2012 .

[98]  Klaus Oberauer,et al.  Distinct transfer effects of training different facets of working memory capacity , 2013 .

[99]  E. Schellenberg,et al.  Music Lessons Enhance IQ , 2004, Psychological science.

[100]  B. Wexler,et al.  Cognitive remediation of working memory deficits: durability of training effects in severely impaired and less severely impaired schizophrenia , 2003, Acta psychiatrica Scandinavica.

[101]  S. Gathercole,et al.  Working memory in children with reading disabilities. , 2006, Journal of experimental child psychology.

[102]  Adam Hampshire,et al.  Extending Brain-Training to the Affective Domain: Increasing Cognitive and Affective Executive Control through Emotional Working Memory Training , 2011, PloS one.

[103]  A. Kramer,et al.  Fitness Effects on the Cognitive Function of Older Adults , 2003, Psychological science.

[104]  Reinout W. Wiers,et al.  Getting a Grip on Drinking Behavior , 2011, Psychological science.

[105]  Denise C. Park,et al.  Handbook of the Psychology of Aging , 1979 .

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

[107]  Frederik L Giesel,et al.  Plasticity of cortical activation related to working memory during training. , 2004, The American journal of psychiatry.

[108]  Edward E. Smith,et al.  Verbal Working Memory Load Affects Regional Brain Activation as Measured by PET , 1997, Journal of Cognitive Neuroscience.

[109]  Susanne M. Jaeggi,et al.  The Relationship between N-Back Performance and Matrix Reasoning--Implications for Training and Transfer. , 2010 .

[110]  David B Pisoni,et al.  Working memory training for children with cochlear implants: a pilot study. , 2011, Journal of speech, language, and hearing research : JSLHR.

[111]  S. Gathercole,et al.  Taking working memory training from the laboratory into schools , 2013, Educational psychology.

[112]  Gordon Winocur,et al.  Cognitive rehabilitation in the elderly: Effects on memory , 2006, Journal of the International Neuropsychological Society.

[113]  Annelies E. M. Van Vianen,et al.  Score gains on g-loaded tests: No g , 2007 .

[114]  E. Deci,et al.  A meta-analytic review of experiments examining the effects of extrinsic rewards on intrinsic motivation. , 1999, Psychological bulletin.

[115]  P. Shah,et al.  Sources of Working Memory Deficits in Children and Possibilities for Remediation , 2006 .

[116]  John R. Anderson,et al.  The Transfer of Cognitive Skill , 1989 .

[117]  Susanne M. Jaeggi,et al.  Influence of neuroticism and conscientiousness on working memory training outcome , 2012 .

[118]  L. Siegel,et al.  Short-term memory, working memory, and inhibitory control in children with difficulties in arithmetic problem solving. , 2001, Journal of experimental child psychology.

[119]  A. Scholey,et al.  Improving general intelligence with a nutrient-based pharmacological intervention , 2011 .

[120]  Helen Goodluck,et al.  Introduction: Formal vs. processing explanations of linguistic phenomena , 2013 .

[121]  Yasuyuki Taki,et al.  Working Memory Training Using Mental Calculation Impacts Regional Gray Matter of the Frontal and Parietal Regions , 2011, PloS one.

[122]  L. Bäckman,et al.  MAINTENANCE OF GAINS FOLLOWING MULTIFACTORIAL AND UNIFACTORIAL MEMORY TRAINING IN LATE ADULTHOOD , 1993 .

[123]  R. Sternberg Advances in the psychology of human intelligence , 1982 .

[124]  S. Beck,et al.  Journal of Clinical Child & Adolescent Psychology a Controlled Trial of Working Memory Training for Children and Adolescents with Adhd , 2022 .

[125]  GeeJames Paul What video games have to teach us about learning and literacy , 2003 .

[126]  Huijun Tang,et al.  The impact of auditory working memory training on the fronto-parietal working memory network , 2012, Front. Hum. Neurosci..

[127]  D. Detterman The case for the prosecution: Transfer as an epiphenomenon. , 1996 .

[128]  M. W. van der Molen,et al.  Effectiveness of a computerised working memory training in adolescents with mild to borderline intellectual disabilities. , 2010, Journal of intellectual disability research : JIDR.

[129]  P. Thompson,et al.  Neurobiology of intelligence: science and ethics , 2004, Nature Reviews Neuroscience.

[130]  Daniel Gopher,et al.  Emphasis Change as a Training Protocol for High-Demand Tasks , 2006 .

[131]  F. Gutzwiller,et al.  Jogging or walking--comparison of health effects. , 1994, Annals of epidemiology.

[132]  Daniel Fürth,et al.  Working memory plasticity modulated by dopamine transporter genotype , 2009, Neuroscience Letters.

[133]  Steven L. Miller,et al.  Language Comprehension in Language-Learning Impaired Children Improved with Acoustically Modified Speech , 1996, Science.

[134]  I. Deary,et al.  Intelligence and educational achievement , 2007 .

[135]  Denise C Park,et al.  The effects of an engaged lifestyle on cognitive vitality: a field experiment. , 2008, Psychology and aging.

[136]  Todd W. Thompson,et al.  Failure of Working Memory Training to Enhance Cognition or Intelligence , 2013, PloS one.

[137]  Edward Vul,et al.  PSYCHOLOGICAL SCIENCE Research Article Spacing Effects in Learning A Temporal Ridgeline of Optimal Retention , 2022 .

[138]  Lynn Hasher,et al.  Age-related differences in cognition: the role of distraction control. , 2008, Neuropsychology.

[139]  Lisa S. Blackwell,et al.  Implicit theories of intelligence predict achievement across an adolescent transition: a longitudinal study and an intervention. , 2007, Child development.

[140]  Thomas S. Redick,et al.  No evidence of intelligence improvement after working memory training: a randomized, placebo-controlled study. , 2013, Journal of experimental psychology. General.

[141]  D. Garlick Understanding the nature of the general factor of intelligence: the role of individual differences in neural plasticity as an explanatory mechanism. , 2002, Psychological review.

[142]  H.L.J. van der Maas,et al.  On the Nature and Nurture of Intelligence and Specific Cognitive Abilities , 2013, Psychological science.

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

[144]  K. Humphreys,et al.  Gains in fluid intelligence after training non-verbal reasoning in 4-year-old children: a controlled, randomized study. , 2011, Developmental science.

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

[146]  Gregory J. H. Colflesh,et al.  New rule use drives the relation between working memory capacity and Raven's Advanced Progressive Matrices. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[147]  S. Willis Methodological issues in behavioral intervention research with the elderly. , 2001 .

[148]  Yasuyuki Taki,et al.  Training of Working Memory Impacts Structural Connectivity , 2010, The Journal of Neuroscience.

[149]  Kathryn M. McMillan,et al.  N‐back working memory paradigm: A meta‐analysis of normative functional neuroimaging studies , 2005, Human brain mapping.

[150]  G. Phye,et al.  Inductive Reasoning: A Training Approach , 2008 .

[151]  J. Uderman,et al.  Cogmed Working Memory Training for Youth with ADHD: A Closer Examination of Efficacy Utilizing Evidence-Based Criteria , 2013, Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53.

[152]  L. Bäckman,et al.  Effects of multifactorial memory training in old age: generalizability across tasks and individuals. , 1995, The journals of gerontology. Series B, Psychological sciences and social sciences.

[153]  Daniel Fürth,et al.  Preliminary evidence that allelic variation in the LMX1A gene influences training-related working memory improvement , 2011, Neuropsychologia.

[154]  R. Schmidt,et al.  New Conceptualizations of Practice: Common Principles in Three Paradigms Suggest New Concepts for Training , 1992 .

[155]  Susan M. Barnett,et al.  When and where do we apply what we learn? A taxonomy for far transfer. , 2002, Psychological bulletin.

[156]  Jared M. Novick,et al.  The Benefits of Executive Control Training and the Implications for Language Processing , 2012, Front. Psychology.

[157]  Nina S. Hsu,et al.  The emergence of cognitive control abilities in childhood. , 2014, Current topics in behavioral neurosciences.

[158]  Luis Hernandez-Garcia,et al.  Neural effects of short-term training on working memory , 2014, Cognitive, affective & behavioral neuroscience.

[159]  Ruth Stevens,et al.  Improving children's working memory and classroom performance , 2010 .

[160]  A. Jha,et al.  Mindfulness training modifies subsystems of attention , 2007, Cognitive, affective & behavioral neuroscience.

[161]  A. Acevedo Cognitive Rehabilitation in the Elderly , 1999 .

[162]  C. S. Green,et al.  Action video game modifies visual selective attention , 2003, Nature.

[163]  Elizabeth M Zelinski,et al.  Extended Practice and Aerobic Exercise Interventions Benefit Untrained Cognitive Outcomes in Older Adults: A Meta‐Analysis , 2012, Journal of the American Geriatrics Society.

[164]  Randall W. Engle,et al.  Cogmed working memory training: Does the evidence support the claims? , 2012 .

[165]  A. Kramer,et al.  Can training in a real-time strategy video game attenuate cognitive decline in older adults? , 2008, Psychology and aging.

[166]  S. Jaeggi,et al.  The malleability of working memory and visuospatial skills: a randomized controlled study in older adults. , 2014, Developmental psychology.

[167]  R. Cattell Theory of fluid and crystallized intelligence: A critical experiment. , 1963 .

[168]  T. Alloway,et al.  Investigating the predictive roles of working memory and IQ in academic attainment. , 2010, Journal of experimental child psychology.

[169]  Yasuyuki Taki,et al.  Effects of working memory training on functional connectivity and cerebral blood flow during rest , 2013, Cortex.

[170]  Susanne M. Jaeggi,et al.  Adaptive n-back training does not improve fluid intelligence at the construct level: Gains on individual tests suggest that training may enhance visuospatial processing , 2013 .

[171]  Jared M. Novick,et al.  Clearing the garden-path: improving sentence processing through cognitive control training , 2014 .

[172]  D. Perkins,et al.  Rocky Roads to Transfer: Rethinking Mechanism of a Neglected Phenomenon , 1989 .

[173]  Matthias Kliegel,et al.  Working memory training and transfer in older adults: effects of age, baseline performance, and training gains. , 2014, Developmental psychology.

[174]  L. Thompson,et al.  Working memory training does not improve intelligence in healthy young adults , 2012 .

[175]  S. Carlson,et al.  Working memory, psychiatric symptoms, and academic performance at school , 2005, Neurobiology of Learning and Memory.

[176]  Lars Nyberg,et al.  Training of the executive component of working memory: subcortical areas mediate transfer effects. , 2009, Restorative neurology and neuroscience.

[177]  Torkel Klingberg,et al.  Training and transfer effects of executive functions in preschool children. , 2009, Developmental science.

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

[179]  Priti Shah,et al.  Models of Working Memory: Models of Working Memory: An Introduction , 1999 .

[180]  Susanne M. Jaeggi,et al.  The role of individual differences in cognitive training and transfer , 2014, Memory & cognition.

[181]  Arthur F. Kramer,et al.  Attention: From Theory to Practice , 2006 .

[182]  Liyan Song,et al.  Digital Game-Based Learning , 2014 .