The Generality of Working Memory Capacity: A Latent-Variable Approach to Verbal and Visuospatial Memory Span and Reasoning.
Open accessAbstract
A latent-variable study examined whether verbal and visuospatial working memory (WM) capacity measures reflect a primarily domain-general construct by testing 236 participants in 3 span tests each of verbal WM. visuospatial WM, verbal short-term memory (STM), and visuospatial STM. as well as in tests of verbal and spatial reasoning and general fluid intelligence (Gf). Confirmatory' factor analyses and structural equation models indicated that the WM tasks largely reflected a domain-general factor, whereas STM tasks, based on the same stimuli as the WM tasks, were much more domain specific. The WM construct was a strong predictor of Gf and a weaker predictor of domain-specific reasoning, and the reverse was true for the STM construct. The findings support a domain-general view of WM capacity, in which executive-attention processes drive the broad predictive utility of WM span measures, and domain-specific storage and rehearsal processes relate more strongly to domain-specific aspects of complex cognition.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The specific cognitive capacity measures used in our experiments are associated with domain-general capabilities that support fundamental processes such as learning, logical reasoning, abstract thought, problem solving, and creativity.
“The speci fi c cognitive capacity measures used in our experiments are associated with domain-general capabilities that support fundamental processes such as learning, logical reasoning, abstract thought, problem solving, and creativity (e.g., Cattell 1987; Kane et al. 2004).”
From Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity (2017) · cites this paper as Kane et al. 2004
The General Discussion (page not provided) reports that verbal and visuospatial working-memory span tasks primarily measure a domain-general capability and that working-memory capacity is strongly correlated with fluid reasoning. The cited paper does not establish that the particular measures used in the citing experiments support learning or creativity, so the full list of processes is not supported by this source. (LLM, conf=0.85)
Experimental — accuracy not yet measuredThere is a substantial domain-general component to working memory tasks.
“There is a substantial domain-general component to such working memory tasks (e.g., Bayliss, Jarrold, Gunn, & Baddeley, 2003; Kane, Hambrick, Tuholski, Wilhelm, Payne, & Engle, 2004; Swanson & Sachse-Lee, 2001) that has been interpreted as reflecting central executive function.”
From Working memory in children with reading disabilities (2006) · cites this paper as Kane, Hambrick, Tuholski, Wilhelm, Payne, & Engle, 2004
Visuo-spatial tasks rely more on general attentional resources than verbal tasks.
“Across many studies employing a wide range of paradigms, it has been shown that visuo-spatial tasks show a far greater reliance on general attentional resources than their verbal equivalents (Alloway et al., 2006; Kane et al., 2004; Morey & Miron, 2016; Pearson et al., 2014; Thompson et al., 2006).”
From Working memory training involves learning new skills (2019) · cites this paper as Kane et al., 2004
There is substantial evidence that visuo-spatial STM is not domain-specific.
“There is substantial evidence that it is not. Across many studies employing a wide range of paradigms, it has been shown that visuo-spatial tasks show a far greater reliance on general attentional resources than their verbal equivalents (Alloway et al., 2006; Kane et al., 2004; Morey & Miron, 2016; Pearson et al., 2014; Thompson et al., 2006).”
From Working memory training involves learning new skills (2019) · cites this paper as Kane et al., 2004
There is not a highly developed short-term memory system for storing visuo-spatial material.
“the conclusion of the task analysis was that there is not a highly developed STM system for storing visuo-spatial material (Alloway et al., 2006; Kane et al., 2004; Pearson et al., 2014; Thompson et al., 2006).”
From Working memory training involves learning new skills (2019) · cites this paper as Kane et al., 2004
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Studies of interference in serial verbal reactions
Stroop, J. R. (1935) · Journal of Experimental Psychology · doi:10.1037/h0054651 · Cited by 18,622 · see citing works
Convergent and discriminant validation by the multitrait-multimethod matrix.
Campbell, D. T., & Fiske, D. W. (1959) · Psychological Bulletin · doi:10.1037/h0046016 · Cited by 17,116 · see citing works
The episodic buffer: a new component of working memory?
Baddeley, A. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01538-2 · Cited by 7,359 · cited 1× · see citing works
“In contrast, Baddeley (1986, 2000) proposed a partitioned working memory (WM) system with two domain-specific storage structures: a phonological loop that is specialized for maintaining verbal–linguistic information, much like the STS, and a visuospatial sketchpad that is specialized for maintaining visual and spatial…”
BackgroundKane, M. J., & Engle, R. W. (2003) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.132.1.47 · Cited by 1,725 · cited 2× · see citing works
“Moreover, such active maintenance is particularly important in the presence of interference, which disrupts rapid retrieval of information from LTM, and in the blocking of distraction and competing response tendencies (Engle & Kane, 2004; Kane & Engle, 2002, 2003 ).”
BackgroundMethodSelf-citationEngle, R. W., Kane, M. J., & Tuholski, S. W. (1999) · Models of Working Memory · doi:10.1017/cbo9781139174909.007 · Cited by 1,195 · see citing works
Self-citationMiyake, A., Friedman, N. P., Rettinger, D. A., Shah, P., & Hegarty, M. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.4.621 · Cited by 1,139 · see citing works
Conway, A. R. A., Cowan, N., Bunting, M. F., Therriault, D. J., & Minkoff, S. R. B. (2002) · Intelligence · doi:10.1016/s0160-2896(01)00096-4 · Cited by 1,108 · see citing works
Executive Attention, Working Memory Capacity, and a Two-Factor Theory of Cognitive Control
Engle, R. W., & Kane, M. J. (2003) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(03)44005-x · Cited by 1,104 · see citing works
Self-citationThe cocktail party phenomenon revisited: The importance of working memory capacity
Conway, A. R. A., Cowan, N., & Bunting, M. F. (2001) · Psychonomic Bulletin & Review · doi:10.3758/bf03196169 · Cited by 875 · see citing works
Individual differences in working memory and comprehension: A test of four hypotheses.
Engle, R. W., Cantor, J., & Carullo, J. J. (1992) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.18.5.972 · Cited by 626 · see citing works
Self-citationBayliss, 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
An interactive framework for examining prefrontal cognitive processes
Roberts, R. J., & Pennington, B. F. (1996) · Developmental Neuropsychology · doi:10.1080/87565649609540642 · Cited by 392 · see citing works
Strategy training and working memory task performance
Turley-Ames, K. (2003) · Journal of Memory and Language · doi:10.1016/s0749-596x(03)00095-0 · Cited by 289 · see citing works
Genetics and general cognitive ability (g)
Plomin, R., & Spinath, F. M. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01853-2 · Cited by 191 · see citing works
Working memory and Stroop interference: An individual differences investigation
Long, D. L., & Prat, C. S. (2002) · Memory & Cognition · doi:10.3758/bf03195290 · Cited by 165 · see citing works
On the interpretation of working memory span in adults.
Towse, J. N., Hitch, G. J., & Hutton, U. (2000) · Memory & Cognition · doi:10.3758/bf03198549 · Cited by 146 · see citing works
Flagged first, then by citations
Research works printed but not linked: 71
- Ackerman, P. L., Beier, M. E., & Boyle, M. O. (2002). Individual differences in working memory within a nomological network of cognitive and perceptual speed abilities. Journal of Experimental Psychology: General, 131, 567-589.
- Andrade, J. (2001). Working memory in perspective. Hove, East Sussex, England: Psychology Press.
- Atkinson, R. C., & Shiffrin, R. M. (1968). Human memory: A proposed system and its control processes. In K. W. Spence & J. T. Spence (Eds.), The psychology of learning and motivation (Vol. 2, pp. 89-95). New York: Academic Press.
- Awh, E., Jonides, J., & Reuter-Lorenz, P. A. (1998). Rehearsal in spatial working memory. Journal of Experimental Psychology: Human Perception and Performance, 24, 780-790.
- Baddeley, A. D. (1986). Working memory. London: Oxford University Press.
- Barron's Educational Series. (2003). Barron's profiles of American colleges (25th ed.). Hauppauge, NY:
- Bridgman, P. W. (1945). Some general principles of operational analysis. Psychological Review, 52, 246-249.
- Brooks, L. R. (1968). Spatial and verbal components of the act of recall. Canadian Journal of Psychology, 22, 349-369.
- Burke, H. R. (1958). Raven's Progressive Matrices: A review and critical evaluation. Journal of Genetic Psychology, 93, 199-228.
- Carpenter, P. A., & Just, M. A. (1988). The role of working memory in language comprehension. In D. Klahr & K. Kotovsky (Eds.), Complex information processing: The impact of Herbert A. Simon (pp. 31-68). Hillsdale, NJ: Erlbaum.
- Carpenter, P. A., Miyake, A., & Just, M. A. (1995). Language comprehension: Sentence and discourse processing. Annual Review of Psychology, 46,91-100.
- Chuah, Y. M. L., & Maybery, M. T. (1999). Verbal and spatial short-term memory: Common sources of developmental change? Journal of Experimental Child Psychology, 73, 7-44.
- Conway, A. R. A., & Kane, M. J. (2001). Capacity, control and conflict: An individual differences perspective on attentional capture. In C. Folk & B. Gibson (Eds.), Attraction, distraction and action: Multiple perspectives on attention capture (pp. 349-372). Amsterdam: Elsevier Science.
- Cowan, N., Towse, J. N., Hamilton, Z., Saults, J. S., Elliott, E. M., Lacey, J., et al. (2003). Children's working memory processes: A response-timing analysis. Journal of Experimental Psychology: General, 132, 113-132.
- Daneman, M., & Carpenter, P. A. (1980). Individual differences in working memory and reading. Journal of Verbal Learning and Verbal Behavior, 19, 450-466.
- Daneman, M., & Carpenter, P. A. (1983). Individual differences in integrating information between and within sentences. Journal of Experimental Psychology: Learning, Memory, and Cognition, 9, 561-584.
- Daneman, M., & Green, I. (1986). Individual differences in comprehending and producing words in context. Journal of Memory and Language, 25, 1-18.
- Daneman, M., & Merikle, P. M. (1996). Working memory and language comprehension: A meta-analysis. Psychonomic Bulletin & Review, 3, 422-433.
- Daneman, M., & Tardif, T. (1987). Working memory and reading skill reexamined. In M. Coltheart (Ed.), Attention and performance XII: The psychology of reading (pp. 491-508).
- Deary, I. J. (2000). Looking down on human intelligence: From psychometrics to the brain. New York: Oxford University Press.
- Deary, I. J. (2002). g and cognitive elements of information processing: An agnostic view. In R. J. Sternberg & E. L. Grigorenko (Eds.), The general factor of intelligence: How general is it? (pp. 151-181).
- De Jong, R. (2000). An intention-activation account of residual switch costs. In S. Monsell & J. Driver (Eds.), Control of cognitive processes: Attention and performance XVIII (pp. 357-376). Cambridge, MA: MIT Press.
- De Jong, R. (2001). Adult age differences in goal activation and goal maintenance. European Journal of Cognitive Psychology, 13, 71-89.
- Duncan, J. (1995). Attention, intelligence, and the frontal lobes. In M. Gazzaniga (Ed.), The cognitive neurosciences (pp. 721-733). Cambridge, MA: MIT Press.
- Miyake & P. Shah (Eds.), Models of working memory: Mechanisms of active maintenance and executive control (pp. 102-134). New York: Cambridge University Press.
- Engle, R. W., Tuholski, S. W., Laughlin, J. E., & Conway, A. R. A. (1999). Working memory, short-term memory, and general fluid intelligence: A latent variable approach. Journal of Experimental Psychology: General, 128,309-331.
- Feldman Barrett, L., Tugade, M. M., & Engle, R. W. (in press). Individual differences in working memory capacity and dual-process theories of mind. Psychological Bulletin.
- Friedman, N. P., & Miyake, A. (2000). Differential roles for visuospatial and verbal working memory in situation model construction. Journal of Experimental Psychology: General, 129, 61-83.
- Garner, W. R., Hake, H. W., & Eriksen, C. W. (1956). Operationism and the concept of perception. Psychological Review, 63, 149-159.
- Groeger, J. A., Field, D., & Hammond, S. M. (1999). Measuring memory span. International Journal of Psychology, 34, 359-363.
- Guilford, J. P. (1967). The nature of human intelligence. New York: McGraw-Hill.
- Handley, S. J., Capon, A., Copp, C., & Harper, C. (2002). Conditional reasoning and the Tower of Hanoi: The role of spatial and verbal working memory. British Journal of Psychology, 93, 501-518.
- Henson, R. (2001). Neural working memory. In J. Andrade (Ed.), Working memory in perspective (pp. 151- 173). Hove, East Sussex, England: Psychology Press.
- Jacoby, L. L. (1991). A process dissociation framework: Separating automatic from intentional uses of memory. Journal of Memory and Language, 30, 513-541.
- Jones, D., Farrand, P., Stuart, G., & Morris, N. (1995). Functional equivalence of verbal and spatial information in serial short-term memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 21, 1008-1018.
- Just, M. A., & Carpenter, P. A. (1992). A capacity theory of comprehension: Individual differences in working memory. Psychological Review, 99, 122-149.
- Kahneman, D. (1973). Attention and effort. Englewood Cliffs, NJ: Prentice Hall.
- Kane, M. J., Bleckley, M. K., Conway, A. R. A., & Engle, R. W. (2001). A controlled-attention view of working memory capacity. Journal of Experimental Psychology: General, 130, 169-183.
- Kane, M. J., & Engle, R. W. (2002). The role of prefrontal cortex in working memory capacity, executive attention, and general fluid intelligence: An individual-differences perspective. Psychonomic Bulletin & Review, 9, 637-671.
- Kellogg, C. E., & Morton, N. W. (1999). Revised Beta Examination (3rd ed.). San Antonio, TX: Psychological Corporation.
- Kintsch, W., Healy, A. F., Hegarty, M., Pennington, B. F., & Salthouse, T. A. (1999). Models of working memory: Eight questions and some general issues. In A. Miyake & P. Shah (Eds.), Models of working memory: Mechanisms of active maintenance and executive control (pp. 412-441). New York: Cambridge University Press.
- Klauer, K. C., & Stegmaier, R. (1997). Interference in immediate spatial memory: Shifts of spatial attention or central-executive involvement? Quarterly Journal of Experimental Psychology: Human Experimental Psychology, 50(A), 79-99.
- Kline, R. B. (1998). Principles and practice of structural equation modeling. New York: Guilford Press.
- Kyllonen, P. C. (1993). Aptitude testing inspired by information processing: A test of the four-sources model. Journal of General Psychology, 120, 375-405.
- Lustig, C., May, C. P., & Hasher, L. (2001). Working memory span and the role of proactive interference. Journal of Experimental Psychology: General, 130, 199-207.
- MacDonald, M. C., & Christiansen, M. H. (2002). Reassessing working memory: Comment on Just and Carpenter (1992) and Waters and Caplan (1996). Psychological Review, 109, 35-54.
- Mednick, S. A. (1962). The associative basis of the creative process. Psychological Review, 69, 220-232.
- Miyake, A., & Shah, P. (1999a). Models of working memory: Mechanisms of active maintenance and executive control. New York: Cambridge University Press.
- Miyake, A., & Shah, P. (1999b). Toward unified theories of working memory: Emerging general consensus, unresolved theoretical issues, and future research directions. In A. Miyake & P. Shah (Eds.), Models of working memory: Mechanisms of active maintenance and executive control (pp. 442-481). New York: Cambridge University Press.
- Morris, N. (1987). Exploring the visuo-spatial scratch pad. Quarterly Journal of Experimental Psychology: Human Experimental Psychology, 39(A), 409-430.
- Nairne, J. S. (2002). Remembering over the short-term: The case against the standard model. Annual Review of Psychology, 53, 53-81.
- Navon, D., & Gopher, D. (1979). On the economy of the human-processing system. Psychological Review, 86, 214-255.
- Oberauer, K. (in press). The measurement of working memory capacity. In O. Wilhelm & R. W. Engle (Eds.), Understanding and measuring intelligence. Thousand Oaks, CA: Sage.
- Quinn, J. G. (1994). Towards a clarification of spatial processing. Quarterly Journal of Experimental Psychology: Human Experimental Psychology, 47(A), 465-480.
- Raven, J. C., Raven, J. E., & Court, J. H. (1998). Progressive matrices. Oxford, England: Oxford Psychologists Press.
- Richardson, J. T. E., Engle, R. W., Hasher, L., Logie, R. H., Stoltzfus, E. R., & Zacks, R. T. (1996). Working memory and human cognition. New York: Oxford University Press.
- Romeu, J. L., & Ozturk, A. (1993). A comparative study of goodness-of-fit tests for multivariate normality. Journal of Multivariate Analysis, 46, 309-334.
- Salthouse, T. A. (1995). Differential age-related influences on memory for verbal-symbolic and visual-spatial information? Journal of Gerontology: Psychological Sciences, 50(B), P193-P201.
- Salthouse, T. A. (2001). A research strategy for investigating group differences in a cognitive construct: Application to ageing and executive processes. European Journal of Cognitive Psychology, 13, 29-46.
- Salthouse, T. A., Mitchell, D. R. D., Skovronek, E., & Babcock, R. L. (1989). Effects of adult age and working memory on reasoning and spatial abilities. Journal of Experimental Psychology: Learning, Memory, and Cognition, 15, 507-516.
- Shah, P., & Miyake, A. (1996). The separability of working memory resources for spatial thinking and language processing: An individual differences approach. Journal of Experimental Psychology: General, 125, 4-27.
- Shute, V. J. (1991). Who is likely to acquire programming skills? Journal of Educational Computing Research, 7, 1-24.
- A diminutive general. In R. J. Sternberg & E. L. Grigorenko (Eds.), The general factor of intelligence: How general is it? (pp. 19-37). Mahwah, NJ: Erlbaum.
- Swanson, H. L., & Howell, M. (2001). Working memory, short-term memory, and speech rate as predictors of children's reading performance at different ages. Journal of Educational Psychology, 93, 720-734.
- Swanson, H. L., & Sachse-Lee, C. (2001). A subgroup analysis of working memory in children with reading disabilities: Domain-general or domain-specific deficiency? Journal of Learning Disabilities, 34, 249-263.
- Thurstone, L. L. (1938). Primary mental abilities. Chicago, IL: University of Chicago Press.
- Toth, J. P., & Hunt, R. R. (1999). Not one versus many, but zero versus any: Structure and function in the context of the multiple memory systems debate. In J. K. Foster & M. Jelicic (Eds.), Memory: Systems, process, or function? (pp. 233-272). Oxford, England: Oxford University Press.
- Turner, M. L., & Engle, R. W. (1989). Is working memory capacity task dependent? Journal of Memory and Language, 28, 127-154.
- Vallar, G., & Baddeley, A. D. (1984). Fractionation of working memory: Neuropsychological evidence for a phonological short-term store. Journal of Verbal Learning and Verbal Behavior, 23, 151-161.
- Wickens, C. D. (1980). The structure of processing resources. In R. Nickerson & R. Pew (Eds.), Attention and performance VIII (pp. 239-257). Hillsdale, NJ: Erlbaum.
- Wilson, K. M., & Swanson, H. L. (2001). Are mathematics disabilities due to a domain-general or a domain- specific working memory deficit? Journal of Learning Disabilities, 34, 237-248.
Cited by
Sorted by citations
Working memory span tasks: A methodological review and user’s guide
Conway, A. R. A., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005) · Psychonomic Bulletin & Review · doi:10.3758/bf03196772 · Cited by 2,882 · 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
An automated version of the operation span task
Unsworth, N., Heitz, R. P., Schrock, J. C., & Engle, R. W. (2005) · Behavior Research Methods · doi:10.3758/bf03192720 · Cited by 1,861 · see citing works
Self-citationIs 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
Snyder, H. R. (2013) · Psychological Bulletin · doi:10.1037/a0028727 · Cited by 1,667 · see citing works
An integrated process model of stereotype threat effects on performance
Schmader, T., Johns, M., & Forbes, C. (2008) · Psychological Review · doi:10.1037/0033-295x.115.2.336 · Cited by 1,576 · see citing works
Unsworth, N., & Engle, R. W. (2007) · Psychological Review · doi:10.1037/0033-295x.114.1.104 · Cited by 1,307 · see citing works
Self-citationExecutive functions and achievements in school: Shifting, updating, inhibition, and working memory
St Clair-Thompson, H. L., & Gathercole, S. E. (2006) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210500162854 · Cited by 1,278 · 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-citationExecutive Attention, Working Memory Capacity, and a Two-Factor Theory of Cognitive Control
Engle, R. W., & Kane, M. J. (2003) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(03)44005-x · Cited by 1,104 · see citing works
Self-citationThe concurrent validity of the <i>N</i> -back task as a working memory measure
Jaeggi, S. M., Buschkuehl, M., Perrig, W. J., & Meier, B. (2010) · Memory · doi:10.1080/09658211003702171 · Cited by 981 · 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
Working memory, attention control, and the N-back task: a question of construct validity
Kane, M. J., Conway, A. R. A., Miura, T. K., & Colflesh, G. J. H. (2007) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.33.3.615 · Cited by 933 · see citing works
Self-citationIndividual Differences in Working Memory Capacity and Dual-Process Theories of the Mind.
Barrett, L. F., Tugade, M. M., & Engle, R. W. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.4.553 · Cited by 913 · see citing works
Self-citationMelby-Lervåg, M., Redick, T. S., & Hulme, C. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691616635612 · Cited by 910 · see citing works
“…a study trained working memory was guided by previous research examining the factor structure of working memory measures (see Ackerman, Beier, & Boyle, 2005; Engle, Tuholski, Laughlin, & Conway, 1999; Gathercole, Pickering, Ambridge, & Wearing, 2004; Kane et al., 2004; Schmiedek et al., 2009).”
Working memory in children with reading disabilities
Gathercole, S. E., Alloway, T. P., Willis, C., & Adams, A.-M. (2006) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2005.08.003 · Cited by 795 · see citing works
Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity
Ward, A. F., Duke, K., Gneezy, A., & Bos, M. W. (2017) · Journal of the Association for Consumer Research · doi:10.1086/691462 · Cited by 787 · see citing works
Anxiety and working memory capacity: A meta-analysis and narrative review.
Moran, T. P. (2016) · Psychological Bulletin · doi:10.1037/bul0000051 · Cited by 776 · 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
Karbach, J., & Kray, J. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00846.x · Cited by 694 · see citing works
Schmeichel, B. J. (2007) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.136.2.241 · Cited by 644 · see citing works
Stereotype threat and working memory: mechanisms, alleviation, and spillover
Beilock, S. L., Rydell, R. J., & McConnell, A. R. (2007) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.136.2.256 · Cited by 587 · see citing works
Kane, M. J., Hambrick, D. Z., & Conway, A. R. A. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.1.66 · Cited by 545 · see citing works
Self-citationHofmann, W., Gschwendner, T., Friese, M., Wiers, R. W., & Schmitt, M. (2008) · Journal of Personality and Social Psychology · doi:10.1037/a0012705 · Cited by 524 · see citing works
Jaeggi, S. M., Studer-Luethi, B., Buschkuehl, M., Su, Y.-F., Jonides, J., & Perrig, W. J. (2010) · Intelligence · doi:10.1016/j.intell.2010.09.001 · Cited by 509 · see citing works
Unsworth, N., Redick, T. S., Heitz, R. P., Broadway, J. M., & Engle, R. W. (2009) · Memory · doi:10.1080/09658210902998047 · Cited by 479 · see citing works
Self-citationWhat is working memory capacity, and how can we measure it?
Wilhelm, O., Hildebrandt, A., & Oberauer, K. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00433 · Cited by 468 · see citing works
Self-citationMeasuring Working Memory Capacity With Automated Complex Span Tasks
Redick, T. S., Broadway, J. M., Meier, M. E., Kuriakose, P. S., Unsworth, N., Kane, M. J., & Engle, R. W. (2012) · European Journal of Psychological Assessment · doi:10.1027/1015-5759/a000123 · Cited by 457 · see citing works
Self-citationThe 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
Oberauer, K., Schulze, R., Wilhelm, O., & Süß, H.-M. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.1.61 · Cited by 410 · see citing works
Self-citationDe Dreu, C. K. W., Nijstad, B. A., Baas, M., Wolsink, I., & Roskes, M. (2012) · Personality and Social Psychology Bulletin · doi:10.1177/0146167211435795 · Cited by 368 · 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
Chein, J. M., & Morrison, A. B. (2010) · Psychonomic Bulletin & Review · doi:10.3758/pbr.17.2.193 · Cited by 362 · see citing works
The mechanisms of working memory capacity: Primary memory, secondary memory, and attention control
Shipstead, Z., Lindsey, D. R. B., Marshall, R. L., & Engle, R. W. (2014) · Journal of Memory and Language · doi:10.1016/j.jml.2014.01.004 · Cited by 330 · see citing works
Self-citationRapport, M. D., Alderson, R. M., Kofler, M. J., Sarver, D. E., Bolden, J., & Sims, V. (2008) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-008-9215-y · Cited by 331 · see citing works
Separating cognitive capacity from knowledge: a new hypothesis
Halford, G. S., Cowan, N., & Andrews, G. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.04.001 · Cited by 324 · see citing works
Working memory training in older adults: Evidence of transfer and maintenance effects.
Borella, E., Carretti, B., Riboldi, F., & De Beni, R. (2010) · Psychology and Aging · doi:10.1037/a0020683 · Cited by 328 · see citing works
Complex span and n-back measures of working memory: A meta-analysis
Redick, T. S., & Lindsey, D. R. B. (2013) · Psychonomic Bulletin & Review · doi:10.3758/s13423-013-0453-9 · Cited by 305 · 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
Self-citationA mind you can count on: validating breath counting as a behavioral measure of mindfulness
Levinson, D. B., Stoll, E. L., Kindy, S. D., Merry, H. L., & Davidson, R. J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01202 · Cited by 287 · 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
Restraint and cancellation: multiple inhibition deficits in attention deficit hyperactivity disorder
Schachar, R., Logan, G. D., Robaey, P., Chen, S., Ickowicz, A., & Barr, C. (2007) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-006-9075-2 · Cited by 293 · see citing works
Complex span versus updating tasks of working memory: The gap is not that deep.
Schmiedek, F., Hildebrandt, A., Lövdén, M., Wilhelm, O., & Lindenberger, U. (2009) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0015730 · Cited by 277 · see citing works
Self-citationWorking memory deficit in children with mathematical difficulties: A general or specific deficit?
Andersson, U., & Lyxell, B. (2007) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.10.001 · Cited by 274 · see citing works
About the Distinction between Working Memory and Short-Term Memory
Aben, B., Stapert, S., & Blokland, A. (2012) · Frontiers in Psychology · doi:10.3389/fpsyg.2012.00301 · Cited by 275 · 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
Martinussen, R., & Tannock, R. (2006) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803390500205700 · Cited by 270 · see citing works
Working Memory Capacity and Fluid Intelligence: Maintenance and Disengagement
Shipstead, Z., Harrison, T. L., & Engle, R. W. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691616650647 · Cited by 238 · see citing works
Self-citationCogmed working memory training: Does the evidence support the claims?
Shipstead, Z., Hicks, K. L., & Engle, R. W. (2012) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2012.06.003 · Cited by 249 · see citing works
Self-citationKofler, M. J., Rapport, M. D., Bolden, J., Sarver, D. E., & Raiker, J. S. (2010) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-009-9357-6 · Cited by 239 · see citing works
Working 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
“Although tests of visuo-spatial serial recall such as Corsi blocks and spatial span are considered to tap STM, the conclusion of the task analysis was that there is not a highly developed STM system for storing visuo-spatial material (Alloway et al., 2006; Kane et al., 2004; Pearson et al., 2014; Thompson et al., 2006…”
BackgroundHow do (some) people make a cognitive map? Routes, places, and working memory.
Weisberg, S. M., & Newcombe, N. S. (2016) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/xlm0000200 · Cited by 219 · see citing works
Burgess, G. C., Gray, J. R., Conway, A. R. A., & Braver, T. S. (2011) · Journal of Experimental Psychology: General · doi:10.1037/a0024695 · Cited by 231 · see citing works
Working Memory Deficits and Social Problems in Children with ADHD
Kofler, M. J., Rapport, M. D., Bolden, J., Sarver, D. E., Raiker, J. S., & Alderson, R. M. (2011) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-011-9492-8 · Cited by 227 · see citing works
Metaphorically speaking: cognitive abilities and the production of figurative language
Beaty, R. E., & Silvia, P. J. (2013) · Memory & Cognition · doi:10.3758/s13421-012-0258-5 · Cited by 216 · see citing works
Human Mental Workload: A Survey and a Novel Inclusive Definition
Longo, L., Wickens, C. D., Hancock, G., & Hancock, P. A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.883321 · Cited by 222 · see citing works
Working memory and fluid intelligence in young children
Engel de Abreu, P. M. J., Conway, A. R. A., & Gathercole, S. E. (2010) · Intelligence · doi:10.1016/j.intell.2010.07.003 · Cited by 212 · see citing works
Working Memory in Children With Developmental Disorders
Alloway, T. P., Rajendran, G., & Archibald, L. M. D. (2009) · Journal of Learning Disabilities · doi:10.1177/0022219409335214 · Cited by 203 · see citing works
Computerized working memory training: Can it lead to gains in cognitive skills in students?
Alloway, T. P., Bibile, V., & Lau, G. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2012.10.023 · Cited by 193 · see citing works
Broadway, J. M., & Engle, R. W. (2010) · Behavior Research Methods · doi:10.3758/brm.42.2.563 · Cited by 184 · see citing works
Self-citationIndividual differences in working memory capacity and divided attention in dichotic listening
Colflesh, G. J. H., & Conway, A. R. A. (2007) · Psychonomic Bulletin & Review · doi:10.3758/bf03196824 · Cited by 180 · see citing works
Dunlosky, J., & Kane, M. J. (2007) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210600926075 · Cited by 164 · see citing works
Self-citationSwanson, H. L. (2011) · Journal of Educational Psychology · doi:10.1037/a0025114 · Cited by 161 · see citing works
Central and peripheral components of working memory storage
Cowan, N., Saults, J. S., & Blume, C. L. (2014) · Journal of Experimental Psychology: General · doi:10.1037/a0036814 · Cited by 156 · see citing works
On 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
Richmond, L. L., Wolk, D., Chein, J., & Olson, I. R. (2014) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00657 · Cited by 143 · see citing works
Genes Unite Executive Functions in Childhood
Engelhardt, L. E., Briley, D. A., Mann, F. D., Harden, K. P., & Tucker-Drob, E. M. (2015) · Psychological Science · doi:10.1177/0956797615577209 · Cited by 136 · see citing works
Working memory capacity and the scope and control of attention
Shipstead, Z., Harrison, T. L., & Engle, R. W. (2015) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-015-0899-0 · Cited by 132 · see citing works
Self-citationSöderqvist, S., Nutley, S. B., Ottersen, J., Grill, K. M., & Klingberg, T. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00271 · Cited by 127 · see citing works
Dissociative tendencies and individual differences in high hypnotic suggestibility
Terhune, D. B., Cardeña, E., & Lindgren, M. (2011) · Cognitive Neuropsychiatry · doi:10.1080/13546805.2010.503048 · Cited by 125 · see citing works
Why does working memory span predict complex cognition? Testing the strategy affordance hypothesis
Bailey, H., Dunlosky, J., & Kane, M. J. (2008) · Memory & Cognition · doi:10.3758/mc.36.8.1383 · Cited by 121 · see citing works
Self-citationWorking memory, fluid intelligence, and science learning
Yuan, K., Steedle, J., Shavelson, R., Alonzo, A., & Oppezzo, M. (2006) · Educational Research Review · doi:10.1016/j.edurev.2006.08.005 · Cited by 124 · see citing works
Fournier-Vicente, S., Larigauderie, P., & Gaonac’h, D. (2008) · Acta Psychologica · doi:10.1016/j.actpsy.2008.04.004 · Cited by 113 · 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
Clarifying Inhibitory Control: Diversity and Development of Attentional Inhibition
Howard, S. J., Johnson, J., & Pascual-Leone, J. (2014) · Cognitive Development · doi:10.1016/j.cogdev.2014.03.001 · Cited by 96 · see citing works
Individual differences in long-term memory.
Unsworth, N. (2019) · Psychological Bulletin · doi:10.1037/bul0000176 · Cited by 99 · see citing works
Training 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
Sensory-cognitive interactions in older adults
Humes, L. E., & Young, L. A. (2016) · Ear & Hearing · doi:10.1097/aud.0000000000000303 · Cited by 94 · see citing works
The structure of working memory and how it relates to intelligence in children
Giofrè, D., Mammarella, I. C., & Cornoldi, C. (2013) · Intelligence · doi:10.1016/j.intell.2013.06.006 · Cited by 92 · see citing works
Interference control, working memory capacity, and cognitive abilities: a latent variable analysis.
Unsworth, N. (2010) · Intelligence · doi:10.1016/j.intell.2009.12.003 · Cited by 89 · see citing works
Strong genetic overlap between executive functions and intelligence.
Engelhardt, L. E., Mann, F. D., Briley, D. A., Church, J. A., Harden, K. P., & Tucker-Drob, E. M. (2016) · Journal of Experimental Psychology: General · doi:10.1037/xge0000195 · Cited by 91 · see citing works
Beaty, R. E., Zeitlen, D. C., Baker, B. S., & Kenett, Y. N. (2021) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2021.100859 · Cited by 86 · see citing works
Morrison, A. B., & Richmond, L. L. (2020) · Cognitive Research: Principles and Implications · doi:10.1186/s41235-019-0201-4 · Cited by 87 · see citing works
Genetic Associations Between Executive Functions and a General Factor of Psychopathology
Harden, K. P., Engelhardt, L. E., Mann, F. D., Patterson, M. W., Grotzinger, A. D., Savicki, S. L., Thibodeaux, M. L., Freis, S. M., Tackett, J. L., Church, J. A., et al. (2020) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2019.05.006 · Cited by 87 · see citing works
Toward a taxonomy of attention shifting: Individual differences in fMRI during multiple shift types
WAGER, T. D., JONIDES, J., SMITH, E. E., & NICHOLS, T. E. (2005) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.5.2.127 · Cited by 86 · see citing works
Developmental transformations in the structure of executive functions
Hartung, J., Engelhardt, L. E., Thibodeaux, M. L., Harden, K. P., & Tucker-Drob, E. M. (2020) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2019.104681 · Cited by 78 · see citing works
Cannon, R., Congedo, M., Lubar, J., & Hutchens, T. (2009) · International Journal of Neuroscience · doi:10.1080/00207450802480325 · Cited by 74 · see citing works
A yoga program for cognitive enhancement
Brunner, D., Abramovitch, A., & Etherton, J. (2017) · PLoS ONE · doi:10.1371/journal.pone.0182366 · Cited by 77 · see citing works
Why is working memory capacity related to matrix reasoning tasks?
Harrison, T. L., Shipstead, Z., & Engle, R. W. (2015) · Memory & Cognition · doi:10.3758/s13421-014-0473-3 · Cited by 74 · see citing works
Self-citationDo the effects of working memory training depend on baseline ability level?
Foster, J. L., Harrison, T. L., Hicks, K. L., Draheim, C., Redick, T. S., & Engle, R. W. (2017) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/xlm0000426 · Cited by 76 · see citing works
Self-citationN-back Versus Complex Span Working Memory Training
Blacker, K. J., Negoita, S., Ewen, J. B., & Courtney, S. M. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0044-1 · Cited by 74 · see citing works
A framework for executive function in the late elementary years.
Cirino, P. T., Ahmed, Y., Miciak, J., Taylor, W. P., Gerst, E. H., & Barnes, M. A. (2018) · Neuropsychology · doi:10.1037/neu0000427 · Cited by 71 · see citing works
Gibson, B. S., Gondoli, D. M., Johnson, A. C., Steeger, C. M., Dobrzenski, B. A., & Morrissey, R. A. (2011) · Child Neuropsychology · doi:10.1080/09297049.2010.551186 · Cited by 71 · see citing works
Holmes, J., Gathercole, S. E., & Dunning, D. L. (2010) · Advances in Child Development and Behavior · doi:10.1016/b978-0-12-374748-8.00001-9 · Cited by 66 · see citing works
Why is working memory performance unstable? A review of 21 factors
Blasiman, R. N., & Was, C. A. (2018) · Europe’s Journal of Psychology · doi:10.5964/ejop.v14i1.1472 · Cited by 65 · see citing works
The mechanisms of far transfer from cognitive training: Review and hypothesis.
Greenwood, P. M., & Parasuraman, R. (2016) · Neuropsychology · doi:10.1037/neu0000235 · Cited by 62 · see citing works
Dörrenbächer, S., Müller, P. M., Tröger, J., & Kray, J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01275 · Cited by 59 · see citing works
“FIGURE 8 | Far-transfer performance on inhibitory control: mean latencies (ms) and error rates (%) (upper left panel) as well as respective interference costs (upper right panel) of the Stroop task; mean latencies (ms) and error rates (%) (lower left panel) as well as respective interference costs (lower right panel)…”
MethodInfluentialStenfors, C. U. D., Marklund, P., Magnusson Hanson, L. L., Theorell, T., & Nilsson, L.-G. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083351 · Cited by 58 · see citing works
Divergent Research Methods Limit Understanding of Working Memory Training
Pergher, V., Shalchy, M. A., Pahor, A., Van Hulle, M. M., Jaeggi, S. M., & Seitz, A. R. (2020) · Journal of Cognitive Enhancement · doi:10.1007/s41465-019-00134-7 · Cited by 56 · see citing works
The contribution of working memory to fluid reasoning: Capacity, control, or both?
Chuderski, A., & Necka, E. (2012) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0028465 · Cited by 60 · see citing works
- Authors
- Kane, M. J., Hambrick, D. Z., Tuholski, S. W., Wilhelm, O., Payne, T. W., & Engle, R. W.
- Affiliations
- University of North Carolina at Greensboro (US)
- Michigan State University (US)
- Southern Illinois University Edwardsville (US)
- Georgia Institute of Technology (US)
- Venue
- Journal of Experimental Psychology: General
- Published
- 2004-06
- Volume
- 133
- Issue
- 2
- Pages
- 189-217
- ISSN
- 0096-3445 (ISSN-L)
- 1939-2222
- OpenAlex
- W2048613949
- Cited by
- 1,679
- References
- 16
- Citations by year
- 2026: 37 · 2025: 43 · 2024: 59 · 2023: 64 · 2022: 65 · 2021: 101 · 2020: 83 · 2019: 115 · 2018: 79 · 2017: 103 · 2016: 107 · 2015: 91 · 2014: 95 · 2013: 106 · 2012: 93
- FWCI
- 61.67
- Type
- journal article
- Language
- en
- Open access
- green
- libres.uncg.edu
- Locations
- Journal of Experimental Psychology General (publishedVersion)
- PubMed (publishedVersion)
- NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro) (submittedVersion)
- Digital Kenyon (Kenyon College) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Developmental and Educational Neuropsychology
- Physical Sciences › Mathematics › Statistics and Probability › Cognitive and developmental aspects of mathematical skills
- Keywords
- working memory capacity, domain generality, verbal working memory, visuospatial working memory, short-term memory, memory span, fluid intelligence, spatial reasoning, verbal reasoning, executive attention
- MeSH terms
- Adolescent, Adult, Decision Making, Female, Generalization, Psychological, Humans, Male, Memory, Space Perception, Visual Perception, Vocabulary
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