Individual differences in working memory

Working memory can be defined as the ability to hold in mind information in the face of potentially interfering distraction in order to guide behavior. The experimental manipulation of working memory tasks has shed considerable light on the probable structure of the human working memory system, and, to a lesser extent, the specific processes captured by working memory paradigms. However, individual differences research has also had a crucial role to play in the development of theories of working memory. In particular, correlational approaches have been particularly informative in three areas of working memory research, each of which is reviewed here. These are, first, the importance of working memory measures as correlates of high-level cognitive skills such as reading, mathematics, reasoning, and fluid intelligence; second, the extent to which human working memory relies on domain-general or domain-specific component subsystems, and third, the precise reasons why working memory measures do relate to other important indices of human cognitive functioning. The findings from each of these areas suggest that working memory depends on a combination of domain-specific representational systems and domain-general processing and control systems, and that working memory measures capture individuals' ability to combine maintenance and processing demands in a manner that limits information loss from forgetting or distraction.

[1]  Andrew R. A. Conway,et al.  Working memory capacity and its relation to general intelligence , 2003, Trends in Cognitive Sciences.

[2]  R. Engle,et al.  Working memory capacity and fluid abilities: Examining the correlation between Operation Span and Raven , 2005 .

[3]  John R. Anderson The Architecture of Cognition , 1983 .

[4]  G J Hitch,et al.  Is there a Relationship between Task Demand and Storage Space in Tests of Working Memory Capacity? , 1995, The Quarterly journal of experimental psychology. A, Human experimental psychology.

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

[6]  R. Coppola,et al.  Specific versus Nonspecific Brain Activity in a Parametric N-Back Task , 2000, NeuroImage.

[7]  D. Gopher,et al.  Attention and performance XVII: Cognitive regulation of performance: Interaction of theory and application. , 1999 .

[8]  R. Engle,et al.  Is working memory capacity task dependent , 1989 .

[9]  A. Baddeley,et al.  Exploring the Articulatory Loop , 1984 .

[10]  Klaus Oberauer,et al.  The multiple faces of working memory: Storage, processing, supervision, and coordination , 2003 .

[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]  C. Jarrold,et al.  Variation in Working Memory Due to Typical and Atypical Developement , 2007 .

[13]  Keith E. Stanovich,et al.  Cognitive variation in adult college students differing in reading ability. , 1990 .

[14]  A. Miyake,et al.  Comparison of four scoring methods for the reading span test , 2005, Behavior research methods.

[15]  Jordan B. Pollack,et al.  Massively Parallel Parsing: A Strongly Interactive Model of Natural Language Interpretation , 1988, Cogn. Sci..

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

[17]  F. R. Chang Active memory processes in visual sentence comprehension: Clause effects and pronominal reference , 1980, Memory & cognition.

[18]  James L. McClelland,et al.  Explorations in parallel distributed processing: a handbook of models, programs, and exercises , 1988 .

[19]  Lyn Frazier,et al.  ON COMPREHENDING SENTENCES: SYNTACTIC PARSING STRATEGIES. , 1979 .

[20]  Bias in Mental Testing , 1981 .

[21]  Andrew R. A. Conway,et al.  A controlled-attention view of working-memory capacity. , 2001, Journal of experimental psychology. General.

[22]  S. Hale,et al.  Relationships among processing speed, working memory, and fluid intelligence in children , 2000, Biological Psychology.

[23]  J. Beatty Task-evoked pupillary responses, processing load, and the structure of processing resources. , 1982 .

[24]  A. Miyake,et al.  The separability of working memory resources for spatial thinking and language processing: an individual differences approach. , 1996, Journal of experimental psychology. General.

[25]  L. Cronbach The two disciplines of scientific psychology. , 1957 .

[26]  Daniel Gopher,et al.  On the Economy of the Human Processing System: A Model of Multiple Capacity. , 1977 .

[27]  Alan D Baddeley,et al.  The complexities of complex span: explaining individual differences in working memory in children and adults. , 2003, Journal of experimental psychology. General.

[28]  Roberto Colom,et al.  Working memory and intelligence , 2003 .

[29]  Noel E. Sharkey,et al.  Word Recognition in a Functional Context: The Use of Scripts in Reading. , 1985 .

[30]  Murray Glanzer,et al.  Short-term storage in the processing of text , 1981 .

[31]  D. Navon Resources—a theoretical soup stone? , 1984 .

[32]  Susan Kemper,et al.  Language, memory, and aging: Geriatric psycholinguistics: Syntactic limitations of oral and written language , 1988 .

[33]  M. Daneman,et al.  Working memory and reading skill re-examined. , 1987 .

[34]  Alan D. Baddeley,et al.  Verbal Reasoning and Working Memory , 1976 .

[35]  M. Buchsbaum,et al.  Cortical glucose metabolic rate correlates of abstract reasoning and attention studied with positron emission tomography , 1988 .

[36]  S. Tipper The Negative Priming Effect: Inhibitory Priming by Ignored Objects , 1985, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[37]  H. H. Clark,et al.  In search of referents for nouns and pronouns , 1979 .

[38]  E. Hunt Mechanics of Verbal Ability. , 1978 .

[39]  Margaret Floy Washburn,et al.  The Psychology And Pedagogy Of Reading , 1908 .

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

[41]  Jackie Andrade,et al.  Working memory in perspective , 2001 .

[42]  V. M. Holmes,et al.  Eye fixation patterns during the reading of relative-clause sentences. , 1981 .

[43]  John R. Frederiksen,et al.  A Componential Theory of Reading Skills and Their Interactions. , 1981 .

[44]  R. Case,et al.  Operational efficiency and the growth of short-term memory span , 1982 .

[45]  Robert H. Logie,et al.  Components of fluent reading , 1985 .

[46]  Marcel Adam Just,et al.  The Role of Working Memory in Language Comprehension , 1988 .

[47]  J. Keenan,et al.  The effects of causal cohesion on comprehension and memory , 1984 .

[48]  Valérie Camos,et al.  Developmental Increase in Working Memory Span: Resource Sharing or Temporal Decay? ☆ , 2001 .

[49]  Marcel Adam Just,et al.  A Model of the Time Course and Content of Reading , 1982, Cogn. Sci..

[50]  R. Sternberg,et al.  Comprehending verbal comprehension. , 1983 .

[51]  Don R. Lyon,et al.  Individual differences in immediate serial recall: A matter of mnemonics? , 1977, Cognitive Psychology.

[52]  R. Engle Working Memory Capacity as Executive Attention , 2002 .

[53]  P. Ackerman,et al.  Individual differences in working memory within a nomological network of cognitive and perceptual speed abilities. , 2002, Journal of experimental psychology. General.

[54]  A. Baddeley,et al.  Differential constraints on the working memory and reading abilities of individuals with learning difficulties and typically developing children. , 2005, Journal of experimental child psychology.

[55]  P. Reuter-Lorenz New visions of the aging mind and brain , 2002, Trends in Cognitive Sciences.

[56]  R. Jarvella Syntactic processing of connected speech , 1971 .

[57]  Nelson Cowan,et al.  Working Memory Capacity , 2005 .

[58]  T. Shallice From Neuropsychology to Mental Structure: Converging Operations: Specific Syndromes and Evidence from Normal Subjects , 1988 .

[59]  R. Engle,et al.  The role of prefrontal cortex in working-memory capacity, executive attention, and general fluid intelligence: An individual-differences perspective , 2002, Psychonomic bulletin & review.

[60]  K. Bollen Latent variables in psychology and the social sciences. , 2002, Annual review of psychology.

[61]  B. G. Rule,et al.  Adult age differences in working memory. , 1989, Psychology and aging.

[62]  James L. McClelland On the time relations of mental processes: An examination of systems of processes in cascade. , 1979 .

[63]  A. Miyake,et al.  Models of Working Memory , 1997 .

[64]  Andrew R. A. Conway,et al.  Working memory capacity and fluid intelligence are strongly related constructs: comment on Ackerman, Beier, and Boyle (2005). , 2005, Psychological bulletin.

[65]  P. Carpenter,et al.  Individual differences in working memory and reading , 1980 .

[66]  James L. McClelland,et al.  On the control of automatic processes: a parallel distributed processing account of the Stroop effect. , 1990, Psychological review.

[67]  Cynthia P. May,et al.  Inhibitory control, circadian arousal, and age. , 1999 .

[68]  R. Engle,et al.  The generality of working memory capacity: a latent-variable approach to verbal and visuospatial memory span and reasoning. , 2004, Journal of experimental psychology. General.

[69]  Joe L. Lewis,et al.  What does it mean to be high verbal? , 1975, Cognitive Psychology.

[70]  H. Werner,et al.  The Acquisition of Word Meanings: A Developmental Study , 1950 .

[71]  Edward E. Smith,et al.  A Parametric Study of Prefrontal Cortex Involvement in Human Working Memory , 1996, NeuroImage.

[72]  Alan M. Lesgold,et al.  Foregrounding effects in discourse comprehension , 1979 .

[73]  Patrick C. Kyllonen,et al.  Working memory is (almost) perfectly predicted by g , 2004 .

[74]  M Glanzer,et al.  Short-Term Storage and the Processing of Cohesion during Reading , 1986, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[75]  Satoru Saito,et al.  On the nature of forgetting and the processing–storage relationship in reading span performance ☆ , 2004 .

[76]  M. Glanzer,et al.  Short-term storage in reading. , 1984 .

[77]  Edward E. Smith,et al.  Spatial working memory in humans as revealed by PET , 1993, Nature.

[78]  S. Hale,et al.  Processing Speed, Working Memory, and Fluid Intelligence: Evidence for a Developmental Cascade , 1996 .

[79]  Marianne Elshout-Mohr,et al.  The acquisition of word meanings as a cognitive learning process , 1981 .

[80]  Akira Miyake,et al.  The reading span test and its predictive power for reading comprehension ability , 2004 .

[81]  Charles A. Perfetti,et al.  Discourse Comprehension and Sources of Individual Differences. , 1977 .

[82]  Bruce F. Pennington,et al.  An interactive framework for examining prefrontal cognitive processes. , 1996 .

[83]  M. Gernsbacher,et al.  Investigating differences in general comprehension skill. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

[84]  Gillian Cohen,et al.  Language comprehension in old age , 1979, Cognitive Psychology.

[85]  S. Ransdell,et al.  Time and resource limits on working memory: cross-age consistency in counting span performance. , 2003, Journal of experimental child psychology.

[86]  Michael F. Bunting,et al.  Working memory span tasks: A methodological review and user’s guide , 2005, Psychonomic bulletin & review.

[87]  C. Clifton,et al.  The independence of syntactic processing , 1986 .

[88]  R. Engle,et al.  Individual differences in working memory and comprehension: a test of four hypotheses. , 1992, Journal of experimental psychology. Learning, memory, and cognition.

[89]  Susanne Wagner,et al.  Determining inhibition: Individual differences in the 'lexicon context' trade-off during lexical ambiguity resolution in working memory. , 2004, Experimental psychology.

[90]  Nick C. Ellis,et al.  A bilingual word‐length effect: Implications for intelligence testing and the relative ease of mental calculation in Welsh and English , 1980 .

[91]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[92]  P. Ackerman,et al.  Working Memory and Intelligence : The Same or Different Constructs ? , 2005 .

[93]  Vernon C. Hall,et al.  Does performance on memory for order correlate with performance on standardized measures of ability? A meta-analysis , 1992 .

[94]  Graham J Hitch,et al.  On the nature of the relationship between processing activity and item retention in children. , 2002, Journal of experimental child psychology.

[95]  Terry Winograd,et al.  Language as a Cognitive Process , 1983, CL.

[96]  Walter Kintsch,et al.  Toward a model of text comprehension and production. , 1978 .

[97]  D. Kahneman,et al.  Attention and Effort , 1973 .

[98]  E. Spelke,et al.  Dividing Attention Without Alternation or Automaticity , 1980 .

[99]  B. Murdock,et al.  Memory for Serial Order , 1989 .

[100]  E. McAuley,et al.  Working memory in children with specific arithmetical learning difficulties. , 1991, British journal of psychology.

[101]  T. Salthouse,et al.  Decomposing adult age differences in working memory. , 1991 .

[102]  H. Swanson,et al.  Learning-disabled readers' working memory as a function of processing demands. , 1996, Journal of experimental child psychology.

[103]  A. Baddeley The episodic buffer: a new component of working memory? , 2000, Trends in Cognitive Sciences.

[104]  Susan Kemper,et al.  Imitation of complex syntactic constructions by elderly adults , 1986, Applied Psycholinguistics.

[105]  J. Brožek Attention and Performance II. , 1971 .

[106]  Janet E. Davidson,et al.  Information processing correlates of reading , 1985, Journal of Memory and Language.

[107]  James L. McClelland,et al.  Processing determinants of reading speed. , 1979, Journal of experimental psychology. General.

[108]  Richard S. J. Frackowiak,et al.  The neural correlates of the verbal component of working memory , 1993, Nature.

[109]  James L. McClelland,et al.  Learning and Applying Contextual Constraints in Sentence Comprehension , 1990, Artif. Intell..

[110]  M A Just,et al.  From the SelectedWorks of Marcel Adam Just 1990 What one intelligence test measures : A theoretical account of the processing in the Raven Progressive Matrices Test , 2016 .

[111]  A. Baddeley,et al.  Mapping the developmental constraints on working memory span performance. , 2005, Developmental psychology.

[112]  P. Barrouillet,et al.  Time constraints and resource sharing in adults' working memory spans. , 2004, Journal of experimental psychology. General.

[113]  M. Daneman,et al.  Working memory and language comprehension: A meta-analysis , 1996, Psychonomic bulletin & review.

[114]  J. Jonides,et al.  Is the dissociability of working memory systems for name identity, visual-object identity, and spatial location maintained in old age? , 2001, Neuropsychology.

[115]  Gregory B. Simpson,et al.  Understanding word and sentence , 1991 .

[116]  G. Hitch,et al.  Working Memory Period: The Endurance of Mental Representations , 2005, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[117]  Ralf Schulze,et al.  Working-memory capacity explains reasoning abilityand a little bit more , 2002 .

[118]  W. Kintsch,et al.  Strategies of discourse comprehension , 1983 .

[119]  J. Jonides,et al.  Dissociating verbal and spatial working memory using PET. , 1996, Cerebral cortex.

[120]  J. Sachs Recognition memory for syntactic and semantic aspects of connected discourse , 1967 .

[121]  C. Lustig,et al.  Inhibitory Mechanisms and the Control of Attention , 2007 .

[122]  S. T. Klapp,et al.  Short-term memory does not involve the "working memory" of information processing: The demise of a common assumption , 1983 .

[123]  A. Baddeley,et al.  Attention and retrieval from long-term memory. , 1984 .

[124]  M. Masson,et al.  Working memory and individual differences in comprehension and memory of text. , 1983 .

[125]  Brenda Hannon,et al.  Using working memory theory to investigate the construct validity of multiple-choice reading comprehension tests such as the SAT. , 2001, Journal of experimental psychology. General.

[126]  J. Oakhill,et al.  Working memory, comprehension ability and the resolution of text anomaly. , 1989, British journal of psychology.

[127]  M A Just,et al.  A theory of reading: from eye fixations to comprehension. , 1980, Psychological review.

[128]  Gina Geffen,et al.  The Concurrent Validity and Test-Retest Reliability of a Visuospatial Working Memory Task. , 2004 .

[129]  Edward Gibson,et al.  Individual Differences in Sentence Memory , 2002, Journal of psycholinguistic research.

[130]  G. Hitch,et al.  What limits children's working memory span? Theoretical accounts and applications for scholastic development. , 2001, Journal of experimental psychology. General.

[131]  Klaus Oberauer,et al.  Corrigendum to ¿The multiple faces of working memory: Storage, processing, supervision, and coordination¿ [Intelligence 31 (2003) 167¿193] , 2004 .

[132]  Valérie Camos,et al.  What makes working memory spans so predictive of high-level cognition? , 2005, Psychonomic bulletin & review.

[133]  J. Roulin,et al.  Working memory functioning in medicated Parkinson's disease patients and the effect of withdrawal of dopaminergic medication. , 2000, Neuropsychology.

[134]  Paola Palladino,et al.  What Happens to Information to be Suppressed in Working–Memory Tasks? Short and Long Term Effects , 2004, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[135]  S. Gathercole Cognitive approaches to the development of short-term memory , 1999, Trends in Cognitive Sciences.

[136]  Richard C. Anderson,et al.  Growth in Reading and How Children Spend Their Time Outside of School , 1986 .

[137]  L. Siegel,et al.  The development of working memory in normally achieving and subtypes of learning disabled children. , 1989, Child development.

[138]  G. Waters,et al.  Verbal working memory and sentence comprehension , 1999, Behavioral and Brain Sciences.

[139]  Jonathan D. Cohen,et al.  A Biologically Based Computational Model of Working Memory , 1999 .

[140]  M. Just,et al.  The psychology of reading and language comprehension , 1986 .

[141]  H. Swanson Working memory in learning disability subgroups. , 1993, Journal of experimental child psychology.

[142]  Jay L. Garfield,et al.  Modularity in Knowledge Representation and Natural-Language Understanding , 1987 .

[143]  C. Fiebach,et al.  Neural Correlates of Syntactic Ambiguity in Sentence Comprehension for Low and High Span Readers , 2004, Journal of Cognitive Neuroscience.

[144]  G. Hitch,et al.  A Reevaluation of Working Memory Capacity in Children , 1998 .

[145]  Andrew R. A. Conway,et al.  Variation in working memory , 2008 .

[146]  Francesca Pazzaglia,et al.  Working memory and updating processes in reading comprehension , 2001, Memory & cognition.

[147]  R. Sternberg Beyond IQ: A Triarchic Theory of Human Intelligence , 1984 .

[148]  Susan Kemper,et al.  Aging and the loss of grammatical forms: a cross-sectional study of language performance , 1986 .

[149]  M. Just,et al.  Working Memory Constraints on the Resolution of Lexical Ambiguity: Maintaining Multiple Interpretations in Neutral Contexts , 1994 .

[150]  J. Beatty,et al.  Pupillary responses during information processing vary with Scholastic Aptitude Test scores. , 1979, Science.

[151]  H. Swanson,et al.  The role of working memory in skilled and less skilled readers' comprehension. , 1995 .

[152]  R. Kail,et al.  Distinguishing short-term memory from working memory , 2001, Memory & cognition.

[153]  A. Sheldon The role of parallel function in the acquisition of relative clauses in English , 1973 .

[154]  S. Tipper,et al.  Selective Attention and Priming: Inhibitory and Facilitatory Effects of Ignored Primes , 1985, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[155]  M. Daneman,et al.  Individual differences in comprehending and producing words in context , 1986 .

[156]  Combining representations in working memory: A brief report , 2001 .

[157]  R. Henson What can Functional Neuroimaging Tell the Experimental Psychologist? , 2005, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[158]  J. Fodor The Modularity of mind. An essay on faculty psychology , 1986 .

[159]  Klaus Oberauer,et al.  Working memory and intelligence--their correlation and their relation: comment on Ackerman, Beier, and Boyle (2005). , 2005, Psychological bulletin.

[160]  Marcel Adam Just,et al.  Paradigms and processes in reading comprehension , 1982 .

[161]  N. Burgess,et al.  Memory for serial order: A network model of the phonological loop and its timing , 1999 .

[162]  Mitchell P. Marcus,et al.  A theory of syntactic recognition for natural language , 1979 .

[163]  R. Engle,et al.  Working-memory capacity and the control of attention: the contributions of goal neglect, response competition, and task set to Stroop interference. , 2003, Journal of experimental psychology. General.

[164]  Edward E. Smith,et al.  Dissociation of Storage and Rehearsal in Verbal Working Memory: Evidence From Positron Emission Tomography , 1996 .

[165]  Francesca Pazzaglia,et al.  Increases in Intrusion Errors and Working Memory Deficit of Poor Comprehenders , 1998, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[166]  O. Wilhelm,et al.  Working memory capacity - facets of a cognitive ability construct , 2000 .

[167]  R. Klatzky Human Memory: Structures And Processes , 1975 .

[168]  Walter Schneider,et al.  Controlled and Automatic Human Information Processing: 1. Detection, Search, and Attention. , 1977 .

[169]  D Burns,et al.  Sentence comprehension and memory for embedded structure , 1977, Memory & cognition.

[170]  Working Memory and Lexical Ambiguity Resolution as Revealed by ERPs: A Difficult Case for Activation Theories , 2003 .

[171]  Mary E. Curtis,et al.  Development of Components of Reading Skill. , 1980 .

[172]  T. Shallice Specific impairments of planning. , 1982, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[173]  B. Postle,et al.  Seeking the Neural Substrates of Visual Working Memory Storage , 2003, Cortex.

[174]  Susan R. Goldman,et al.  Discourse Memory and Reading Comprehension Skill. , 1976 .

[175]  Morton Ann Gernsbacher,et al.  The role of suppression in sentence comprehension , 1991 .

[176]  M. Just,et al.  Individual differences in syntactic processing: The role of working memory , 1991 .