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Working Memory Training and Cogmed

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Handbook of Executive Functioning

Abstract

Working memory is a critical area of cognitive functioning that is intimately tied to executive functioning (EF) and attention. One group of investigators described working memory as “the most sensitive and neuropsychologically valid component of our executive function abilities” (Séguin, Nagin, Assaad, & Tremblay, 2004). This chapter will focus on the term working memory, and on how we might intervene when a person has a working memory deficit. Specifically, we will explore the Cogmed working memory training program, an innovative approach to improving working memory that combines a software program with coaching designed for use with children, adolescents, and adults. We will explore the research on Cogmed and its effectiveness. We will also review evidence on neural plasticity.

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References

  • Alloway, T. P. (2009). Working memory, but not IQ, predicts subsequent learning in children with learning difficulties. European Journal of Psychological Assessment, 25(2), 92–98.

    Article  Google Scholar 

  • Baddeley, A. D. (1996). The concept of working memory. In S. E. Gathercole (Ed.), Models of short-term memory (pp. 1–27). Hove: Psychology Press.

    Google Scholar 

  • Baddeley, A. D. (2000). The episodic buffer: A new component of working memory? Trends in Cognitive Sciences, 4(11), 417–423.

    Article  PubMed  Google Scholar 

  • Baddeley, A. D., Emslie, H., Kolodny, J., & Duncan, J. (1998). Random generation and the executive control of working memory. The Quarterly Journal of Experimental Psychology A: Human Experimental Psychology, 51A(4), 819–852.

    Google Scholar 

  • Baddeley, A. D., & Hitch, G. J. (1974). Working memory. In G. H. Bower (Ed.), The psychology of learning and motivation (Vol. 8, pp. 47–87). London: Academic Press.

    Google Scholar 

  • Beck, S. J., Hanson, C. A., Puffenberger, S. S., Benninger, K. L., & Benninger, W. B. (2010). A controlled trial of working memory training for children and adolescents with ADHD. Journal of Clinical Child and Adolescent Psychology, 39(6), 825–836.

    Article  PubMed  Google Scholar 

  • Bedard, A.-C., Jain, U., Hogg-Johnson, S., & Tannock, R. (2007). Effects of methylphenidate on working memory components: Influence of measurement. Journal of Child Psychology and Psychiatry, 48(9), 872–880.

    Article  PubMed  Google Scholar 

  • Bellander, M., Brehmer, Y., Westerberg, H., Karlsson, S., Further, D., Bergman, O., et al. (2011). Preliminary evidence that allelic variation in the LmX1A gene influences training-related working memory improvement. Neuropsychologia, 49(7), 1938–1942.

    Article  PubMed  Google Scholar 

  • Bergman-Nutley, S., Soderqvist, S., Bryde, S., Thorell, L. B., Humphreys, K., & Klingberg, T. (2011). Gains in fluid intelligence after training non-verbal reasoning in 4-year-old children: A controlled, randomized study. Developmental Science, 14(3), 591–601.

    Article  PubMed  Google Scholar 

  • Brehmer, Y., Rieckmann, A., Bellander, M., Westerberg, H., Fischer, H., & Backman, L. (2011). Neural correlates of training-related working-memory gains in old age. NeuroImage, 58(4), 1110–1120.

    Article  PubMed  Google Scholar 

  • Brehmer, Y., Westerberg, H., & Backman, L. (2012). Working-memory training in younger and older adults: Training gains, transfer, and maintenance. Frontiers in Human Neuroscience, 6(63).

    Google Scholar 

  • Brehmer, Y., Westerberg, H., Bellander, M., Furth, D., Karlsson, S., & Backman, L. (2009). Working memory plasticity modulated by dopamine transporter genotype. Neuroscience Letters, 467(2), 117–120.

    Article  PubMed  Google Scholar 

  • Bull, R., Espy, K. A., & Wiebe, S. A. (2008). Short-term memory, working memory, and executive functioning in preschoolers: Longitudinal predictors of mathematical achievement at age 7 years. Developmental Neuropsychology, 33(3), 205–228.

    Article  PubMed  Google Scholar 

  • Carretti, B., Borella, E., Cornoldi, C., & De Beni, R. (2009). Role of working memory in explaining the performance of individuals with specific reading comprehension difficulties: A meta-analysis. Learning and Individual Differences, 19(2), 245–251.

    Article  Google Scholar 

  • Carretti, B., Borella, E., & De Beni, R. (2007). Does strategic memory training improve the working memory performance of younger and older adults? Experimental Psychology, 54(4), 311–320.

    Article  PubMed  Google Scholar 

  • Cavallini, E., Pagnin, A., & Vecchi, T. (2002). The rehabilitation of memory in old age: Effects of mnemonics and metacognition in strategic training. Clinical Gerontologist: The Journal of Aging and Mental Health, 26(1–2), 125–141.

    Google Scholar 

  • Comblain, A. (1994). Working memory in Down’s syndrome: Training the rehearsal strategy. Down Syndrome: Research and Practice, 2(3), 123–126.

    Article  Google Scholar 

  • Conners, F. A., Rosenquist, C. J., Arnett, L., Moore, M. S., & Hume, L. E. (2008). Improving memory span in children with Down syndrome. Journal of Intellectual Disability Research, 52(3), 244–255.

    Article  PubMed  Google Scholar 

  • Cowan, N. (2005). Working memory capacity. New York: Psychology Press.

    Book  Google Scholar 

  • Curtis, C. E., & D’Esposito, M. (2003). Persistent activity in the prefrontal cortex during working memory. Trends in Cognitive Sciences, 7(9), 415–423.

    Article  PubMed  Google Scholar 

  • Dahlin, K. (2010). Effects of working memory training on reading in children and with special needs. Reading and Writing, 24(4), 479–491.

    Article  Google Scholar 

  • Daneman, M., & Merikle, P. M. (1996). Working memory and language comprehension: A meta-analysis. Psychonomic Bulletin & Review, 3(4), 422–433.

    Article  Google Scholar 

  • Dehn, M. J. (2008). Working memory and academic learning: Assessment and intervention. John Hoboken, NJ: Wiley.

    Google Scholar 

  • Dehn, M. J. (2010). Long-term memory problems in children and adolescents: Assessment, intervention and effective instruction. Hoboken, NJ: Wiley.

    Book  Google Scholar 

  • Diamond, A., & Lee, K. (2011). Interventions shown to aid executive function development in children 4 to 12 years old. Science, 333(6045), 959–964.

    Article  PubMed  Google Scholar 

  • Engle, R. W., & Kane, M. J. (2004). Executive attention, working memory capacity, and a two-factor theory of cognitive control. In B. Ross (Ed.), The psychology of learning and motivation (pp. 145–199). New York: Elsevier Science.

    Google Scholar 

  • Engle, R. W., Kane, M. J., & Tuholski, S. W. (1999). Individual differences in working memory capacity and what they tell us about controlled attention, general fluid intelligence and functions of the prefrontal cortex. In A. Miyake, A. & P. Shah (Eds.), Models of working memory: Mechanisms of active maintenance and executive control (pp. 102–134). New York: Cambridge University Press.

    Google Scholar 

  • Ericsson, K. A., & Chase, W. G. (1982). Exceptional memory. American Scientist, 70(6), 607–615.

    PubMed  Google Scholar 

  • Erzine, G. A. (2011). Effects of language on the development of executive functions in preschool children. Department of Counseling and Psychological Services at Digital Archive at GSU. Paper No. 41. Doctoral dissertation, Georgia State University, Atlanta, GA.

    Google Scholar 

  • Flavell, J. H., Beach, D. R., & Chinsky, J. M. (1966). Spontaneous verbal rehearsal in a memory task as a function of age. Child Development, 37(2), 283–299.

    Article  PubMed  Google Scholar 

  • Gathercole, S. E., Alloway, T. P., Willis, C., & Adams, A. (2006). Working memory in children with reading disabilities. Journal of Experimental Child Psychology, 93(3), 265–281.

    Article  PubMed  Google Scholar 

  • Gathercole, S., Brown, L., & Pickering, S. J. (2003). Working memory assessments at school entry as longitudinal predictors of National Curriculum attainment levels. Educational and Child Psychology, 20(3), 109–122.

    Google Scholar 

  • Gathercole, S. E., Durling, E., Evans, M., Jeffcock, S., & Stone, S. (2008). Working memory abilities and children’s performance in laboratory analogues of classroom activities. Applied Cognitive Psychology, 22(8), 1019–1037.

    Article  Google Scholar 

  • Gathercole, S. E., & Pickering, S. J. (2000). Working memory deficits in children with low achievement in the national curriculum at 7 year of age. British Journal of Educational Psychology, 70, 177–194.

    Article  PubMed  Google Scholar 

  • Gathercole, S. E., Pickering, S. J., Ambridge, B., & Wearing, H. (2004). The structure of working memory from 4 to 15 years of Age. Developmental Psychology, 40(2), 177–190.

    Article  PubMed  Google Scholar 

  • Gibson, B. S., Gondoli, D. M., Johnson, A. C., Steeger, C. M., Dobizenski, B. A., & Morrissey, R. A. (2011). Component analysis of verbal versus spatial working memory training in adolescents with ADHD: A randomized, controlled trial. Child Neuropsychology, 17(6), 546–563.

    Article  PubMed  Google Scholar 

  • Goldman-Rakic, P. S. (1988). Topography of cognition: Parallel distribution networks in Primate Association Cortex. Annual Review of Neuroscience, 11(1), 137–156.

    Article  PubMed  Google Scholar 

  • Gray, S. A., Chaban, P., Martinussen, R., Goldberg, R., Gotlieb, H., Kronitz, R., et al. (2012). Effects of a computerized working memory training program on working memory, attention and academics in adolescents with severe LD and comorbid ADHD: A randomized controlled trial. Journal of Child Psychology and Psychiatry, 53(12), 1277–1284.

    Article  PubMed  Google Scholar 

  • Green, C. T., Long, D. L., Green, D., Losif, A. M., Dixon, J. F., Miller, M. R., et al. (2012). Will working memory training generalize to improve off-task behavior in children with attention deficit/hyperactivity disorder? Neurotherapeutics, 9(3), 639–48.

    Article  PubMed  Google Scholar 

  • Holmes, J., Gathercole, S. E., & Dunning, D. L. (2009). Adaptive training leads to sustained enhancement of poor working memory in children. Developmental Science, 12(4), F9–F15.

    Article  PubMed  Google Scholar 

  • Holmes, J., Gathercole, S., & Dunning, D. (2010). Poor working memory: Impact and interventions. In J. Holmes (Ed.), Advances in child development and behavior (Vol. 39, pp. 1–43). Academic Press: London.

    Google Scholar 

  • Holmes, J., Gathercole, S. E., Place, M., Dunning, D. L., Hilton, K. A., & Elliott, J. G. (2010). Working memory deficits can be overcome: Impacts of training and medication on working memory in children with ADHD. Applied Cognitive Psychology, 24(6), 827–836.

    Article  Google Scholar 

  • Huang-Pollock, C. L., & Karalunas, S. L. (2010). Working memory demands impair skill acquisition in children with ADHD. Journal of Abnormal Psychology, 119(1), 174–185.

    Article  PubMed  Google Scholar 

  • Hulme, C., & Muir, C. (1985). Developmental changes in speech rate and memory span: A causal relationship? British Journal of Developmental Psychology, 3(2), 175–181.

    Article  Google Scholar 

  • Johansson, B., & Tornmalm, M. (2012). Working memory training for patients with acquired brain injury: Effects in daily life. Scandinavian Journal of Occupational Therapy, 19(2), 176–183.

    Article  PubMed  Google Scholar 

  • Just, M. A., & Carpenter, P. A. (1992). A capacity theory of comprehension: Individual differences in working memory. Psychological Review, 99(1), 122–149.

    Article  PubMed  Google Scholar 

  • Kane, M. J., Conway, A. R., Hambrick, D. Z., & Engle, R. W. (2007). Variation in working memory capacity as variation in executive attention and control. In A. R. Conway, C. Jarrold, M. J. Kane, A. T. Miyake, & J. N. Towse (Eds.), Variation in working memory (pp. 21–46). New York: Oxford University Press.

    Google Scholar 

  • Kane, M. J., Engle, R. W. (2000). Working memory capacity, task set, and stroop interference in speed and accuracy. Abstracts of the Psychonomic Society: 41st Annual Meeting.

    Google Scholar 

  • Klingberg, T., Fernell, E., Olesen, P. J., Johnson, M., Gustafsson, P., Dahlstrom, K., et al. (2005). Computerised training of working memory in children with ADHD-a randomised, controlled trial. Journal of the American Academy of Child and Adolescent Psychiatry, 44(2), 177–186.

    Article  PubMed  Google Scholar 

  • Klingberg, T., Forssberg, H., & Westerberg, H. (2002). Increased brain activity in frontal and parietal cortex underlies the development of visuospatial working memory capacity during childhood. Journal of Cognitive Neuroscience, 14(1), 1–10.

    Article  PubMed  Google Scholar 

  • Kristofferson, M. W. (1972). Effects of practice on character-classification performance. Canadian Journal of Psychology, 26(1), 54–60.

    Article  Google Scholar 

  • Kronenberger, W. G., Pisoni, D. B., Henning, S. C., Colson, B. G., & Hazzard, L. M. (2011). Working memory training for children with cochlear implants: A pilot study. Journal of Speech, Language, and Hearing Research: JSLHR, 54(4), 1182–1196.

    Article  PubMed  Google Scholar 

  • Kwon, H., Reiss, A. L., & Menon, V. (2002). Neural basis of protracted developmental changes. Proceedings of the National Academy of Sciences of the United States of America, 99(20):13336–13341. Retrieved November 7, 2012, from http://www.pnas.org/content/99/20/13336.full.pdf

  • Løhaugen, G. C., Antonsen, I., Håberg, A., Gramstad, A., Vik, T., Brubakk, A. M., et al. (2011). Computerized working memory training improves function in adolescents born at extremely low birth weight. The Journal of Pediatrics, 158(4), 555–561.

    Article  PubMed  Google Scholar 

  • Lundqvist, A., Grundstrom, K., Samuelsson, K., & Ronnberg, J. (2010). Computerized training of working memory in a group of patients suffering from acquired brain injury. Brain Injury, 24(10), 1173–1183.

    Article  PubMed  Google Scholar 

  • Martinussen, R., Hayden, J., Hogg-Johnson, S., & Tannock, R. (2005). A meta-analysis of working memory impairments in children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 44(4), 377–384.

    Article  PubMed  Google Scholar 

  • Mayes, S. D., & Calhoun, S. L. (2007). Wechsler Intelligence Scale for Children-Third and -Fourth Edition predictors of academic achievement in children with attention-deficit/hyperactivity disorder. School Psychology Quarterly, 22(2), 234–249.

    Article  Google Scholar 

  • McNab, F., Leroux, G., Strand, F., Thorell, L., Bergman, S., & Klingberg, T. (2008). Common and unique components of inhibition and working memory: An fMRI, within-subjects investigation. Neuropsychologia, 46(11), 2668–2682.

    Article  PubMed  Google Scholar 

  • McNab, F., Varrone, A., Farde, L., Jucaite, A., Bystritsky, P., Forssberg, H., et al. (2009). Changes in cortical dopamine D1 receptor binding associated with cognitive training. NeuroImage, 47, S77–S77.

    Article  Google Scholar 

  • McNamara, D. S., & Scott, J. L. (2001). Working memory capacity and strategy use. Memory & Cognition, 29(1), 10–17.

    Article  Google Scholar 

  • Mezzacappa, E., & Buckner, J. C. (2010). Working memory training for children with attention problems or hyperactivity: A school-based pilot study. School Mental Health, 2(4), 202–208.

    Article  Google Scholar 

  • Miyake, A., & Shah, P. (1999). Models of working memory: Mechanisms of active maintenance and executive control. New York: Cambridge University Press.

    Book  Google Scholar 

  • Molina, B. S., Hinshaw, S. P., Swanson, J. M., Arnold, E. L., Vitiello, B., Jensen, P. S., et al. (2009). The MTA at 8 years: Prospective follow-up of children treated for combined-type ADHD in a multisite study. Journal of the American Academy of Child and Adolescent Psychiatry, 48(5), 484–500.

    Article  PubMed  Google Scholar 

  • Morrison, A. B., & Chein, J. M. (2011). Does working memory training work? The promise and challenges of enhancing cognition by training working memory. Psychonomic Bulletin & Review, 18(1), 46–60.

    Article  Google Scholar 

  • Olesen, P. J., Westerberg, H., & Klingberg, T. (2004). Increased prefrontal and parietal activity after training of working memory. Nature Neuroscience, 7(1), 75–79.

    Article  PubMed  Google Scholar 

  • Phillips, C. J., & Nettlebeck, T. (1984). Effects of practice on recognition memory of mildly mentally retarded adults. American Journal of Mental Deficiency, 88(6), 678–687.

    PubMed  Google Scholar 

  • Ralph, K. J. (2012). COGMED research claims & evidence, Version 1.3. Retrieved from www.cogmed.com/research.

  • Roberts, R. J., & Pennington, B. F. (1996). An interactive framework for examining prefrontal cognitive processes. Developmental Neuropsychology, 12(1), 105–126.

    Article  Google Scholar 

  • Roughan, L., & Hadwin, J. A. (2011). The impact of working memory training in young people with social, emotional and behavioral difficulties. Learning and Individual Differences, 21(6), 759–764.

    Article  Google Scholar 

  • Rust, J., Golombok, S., & Trickey, G. (1993). WORD, Wechsler objective reading dimensions manual. London: Psychological Corporation.

    Google Scholar 

  • Schmiedek, F., Lovden, M., & Lindenberger, U. (2010). Hundred days of cognitive training enhance broad cognitive abilities in adulthood: Findings from the COGITO study. Frontiers in Aging Neuroscience, 2. pii, 27.

    Google Scholar 

  • Séguin, J. R., Nagin, D., Assaad, J., & Tremblay, R. E. (2004). Cognitive-neuropsychological function in chronic physical aggression and hyperactivity. Journal of Abnormal Psychology, 113(4), 603–613.

    Article  PubMed  Google Scholar 

  • Soderqvist, S., Bergman, N. S., Ottersen, J., Grill, K. M., & Klingberg, T. (2012). Computerized training of non-verbal reasoning and working memory in children with intellectual disability. Frontiers in Human Neuroscience, 6, 271.

    Article  PubMed  Google Scholar 

  • Swanson, H. L., Jerman, O., & Zheng, X. (2008). Growth in working memory and mathematical problem solving in children at risk and not at risk for serious math difficulties. Journal of Educational Psychology, 100(2), 343–379.

    Article  Google Scholar 

  • Swanson, H. L., Zheng, X., & Jerman, O. (2009). Working memory, short-term memory, and reading disabilities: A selective meta-analysis of the literature. Journal of Learning Disabilities, 42(3), 260–287.

    Article  PubMed  Google Scholar 

  • Thorell, L. B., Lindqvist, S., Bergman Nutley, S., Bohlin, G., & Klingberg, T. (2009). Training and transfer effects of executive functions in preschool children. Developmental Science, 12(1), 106–113.

    Article  PubMed  Google Scholar 

  • Turley-Ames, K. J., & Whitfield, M. M. (2003). Strategy training and working memory task performance. Journal of Memory and Language, 49(4), 446–468.

    Article  Google Scholar 

  • Wechsler, D. (1996). Wechsler objective number dimensions: WOND. New York: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1999). The Wechsler abbreviated scale of intelligence: WASI. San Antonio, TX: Psychological Corporation/Harcourt Brace.

    Google Scholar 

  • Wechsler, D. (2002). The Wechsler preschool and primary scale of intelligence (3rd ed.). San Antonio, TX: The Psychological Corporation.

    Google Scholar 

  • Westerberg, H., Hirvikoski, T., Forssberg, H., & Klingberg, T. (2004). Visuo-spatial working memory span: A sensitive measure of cognitive deficits in children with ADHD. Child Neuropsychology, 10(3), 155–161.

    PubMed  Google Scholar 

  • Westerberg, H., Jacobaeus, H., Hirvikoski, T., Clevberger, P., Ostensson, M. L., Bartfai, A., et al. (2007). Computerized working memory training after stroke—A pilot study. Brain Injury, 21(1), 21–29.

    Article  PubMed  Google Scholar 

  • Westerberg, H., & Klingberg, T. (2007). Changes in cortical activity after training of working memory—A single-subject analysis. Physiology & Behavior, 92(1–2), 186–192.

    Article  Google Scholar 

  • Willcutt, E. G., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005). Validity of the executive function theory of attention-deficit/hyperactivity disorder: A meta-analytic review. Biological Psychiatry, 57(11), 1336–1346.

    Article  PubMed  Google Scholar 

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Entwistle, P.C., Shinaver, C. (2014). Working Memory Training and Cogmed. In: Goldstein, S., Naglieri, J. (eds) Handbook of Executive Functioning. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8106-5_26

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