Working memory, language processing, and implications of malleability for second language acquisition
Nancy Tsai | School of Education, University of California, Irvine
Jacky Au | School of Education, University of California, Irvine
Susanne M. Jaeggi | School of Education, University of California, Irvine
Working memory is thought of as a fundamental cognitive system that is particularly important for complex cognition such as language processing. Individuals differ in the amount of information they can keep in working memory, and such differences predict language processing and acquisition, including second language (L2) learning. Given its relevance for higher order cognition, interventions targeting WM have proliferated in recent years, on the premise that improving WM skills might also improve other cognitive functions relying on WM. Accumulating evidence is promising in that certain interventions do result in language-related improvements that go beyond task-specific practice. Given the importance of WM in L2 acquisition, we propose that WM interventions might be a promising avenue to facilitate L2 learning.
Article outline
1.Working memory defined
2.Individual differences in working memory
3.Working memory and language
4.Working memory and language acquisition
4.1First language (L1)
4.2Second language (L2) acquisition
5.Malleability of working memory and implications for language acquisition
6.Working memory training and implications for second language acquisition
Abutalebi, J., & Green, D. (2008). Control mechanisms in bilingual language production: Neural evidence from language switching studies. Language and Cognitive Processes, 23, 557–582.
Ackerman, P.L., Beier, M.E., & Boyle, M.O. (2005). Working memory and intelligence: The same or difference constructs?Psychological Bulletin, 131, 30–60.
Atkinson, R. C., & Shiffrin, R. M. (1971). The control processes of short-term memory. Stanford, CA: Institute for Mathematical Studies in the Social Sciences, Stanford University.
Au, J., Sheehan, E., Tsai, N., Duncan, G. J., Buschkuehl, M., & Jaeggi, S. M. (2015). Improving fluid intelligence with training on working memory: a meta-analysis. Psychonomic bulletin & review, 22(2), 366–377.
Baddeley, A. D. (1986). Working memory. Oxford, UK: Oxford University Press.
Baddeley, A., Papagno, C., & Vallar, G. (1988). When long-term learning depends on short-term storage. Journal of memory and language, 27(5), 586–595.
Baddeley, A.D. (2000). The episodic buffer: A new component of working memory?Trends in Cognitive Sciences, 4, 417–423.
Baddeley, A. D. (2003). Working memory and language: An overview. Journal of communication disorders, 36, 189–208.
Baddeley, A. D., & Hitch, G. J. (1974). Working memory. In G. H. Bower (Ed.), The psychology of learning and motivation: Advances in research and theory (Vol. 8; pp. 47–89). New York, NY: Academic Press.
Binet, A., & Simon, T. (1905). New methods for the diagnosis of the intellectual level of subnormals. L'annee Psychologique, 12, 191–244.
Baddeley, A.D. & Wilson, B.A. (1985). Phonological coding and short-term memory in patients without speech. Journal of Memory and Language, 24, 490–502.
Baddeley, A.D. & Wilson, B.A. (2002). Prose recall and amnesia: Implications for the structure of working memory. Neuropsychologia, 40, 1737–1743.
Baddeley, A. D., Eldridge, M., & Lewis, V. J. (1981). The role of subvocalization in reading. Quarterly journal of experimental psychology, 33, 439–454.
Baddeley, A., Gathercole, S., & Papagno, C. (1998). The phonological loop as a language learning device. Psychological Review, 105, 158–173.
Baddeley, A.D., Thomson, N., & Buchanan, M. (1975). Word length and structure of short-term memory. Journal of Verbal Learning and Verbal Behavior, 14, 575–589.
Barrett, L. F., Tugade, M. M., & Engle, R. W. (2004). Individual differences in working memory capacity and dual-process theories of the mind. Psychological bulletin, 130 (4), 553.
Brener, R. (1940). An experimental investigation of memory span. Journal of Experimental Psychology, 26, 467–482.
Buschkuehl, M., Jaeggi, S. M., & Jonides, J. (2012). Neuronal effects following working memory training. Developmental Cognitive Neuroscience, 2, S167–S179.
Cain, K., Oakhill, J., & Bryant, P. (2004). Children’s reading comprehension ability: Concurrent prediction by working memory, verbal ability, and component skills. Journal of Educational Psychology, 96, 31–42.
Caplan, D., & Waters, G. S. (1999). Verbal working memory and sentence comprehension. Behavioral and brain Sciences, 22(01), 77–94.
Carretti, B., Borella, E., Zavagnin, M., & Beni, R. (2012). Gains in language comprehension relating to working memory training in healthy older adults. International Journal of Geriatric Psychiatry, 28 (5), 539–546.
Carretti, B., Caldarola, N., Tencati, C., & Cornoldi, C. (2014). Improving reading comprehension in reading and listening settings: The effect of two training programmes focusing on metacognition and working memory. British Journal of Educational Psychology, 84 (2), 194–210.
Cheung, H. (1996). Nonword span as a unique predictor of second-language vocabulary language. Developmental Psychology, 32(5), 867.
Chein, J.M., & Morrison, A.B. (2010). Expanding the mind’s workspace: Training and transfer effects with a complex working memory span task. Psychonomic Bulletin & Review, 12 (2), 193–199.
Churchill Jr, E. F. (1999). The role of working memory in SLA. Temple University Japan: Working Papers in Applied Linguistics, 14.
Costa, A., & Santesteban, M. (2004). Lexical access in bilingual speech production: Evidence from language switching in highly proficient bilinguals and L2 learners. Journal of memory and Language, 50(4), 491–511.
Cowan, N. (1988). Evolving conceptions of memory storage, selective attention, and their mutual constraints within the human information processing system. Psychological Bulletin, 104, 163–191.
Dahnlin, E., Neely, A., Larsson, A., Backman, L., & Nyberg, L. (2008). Transfer of learning after updating training mediated by the striatum. Science, 320, 1510–1512.
Daneman, M. (1991). Individual differences in reading skills. In R. Barr, M.L. Kamil, P. Mosenthal, & P.D. Pearson (Eds.), Handbook of Reading Research (Vol. 2; pp. 512–538). White Plains, NY: Longman.
Daneman, M., & Carpenter, P. A. (1980). Individual differences in working memory and reading. Journal of Verbal Learning and Verbal Behavior, 19 (4), 450–466.
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.
Deng, Y., Booth, J. R., Chou, T. L., Ding, G. S., & Peng, D. L. (2008). Item-specific and generalization effects on brain activation when learning Chinese characters. Neuropsychologia, 46, 1864–1876
Ellis, N. C., & Beaton, A. (1993). Psycholinguistic determinants of foreign language vocabulary learning. Language learning, 43(4), 559–617.
Engle, R. W. (2002). Working memory capacity as executive attention. Current Directions in Psychological Science, 11, 19–23
Engle, R.W., Kane, M.J., & Tuholski, S. (1999). Individual differences in working memory capacity and what they tell us about controlled attenion, general fluid intelligence, and functions of the prefrontal cortex. In A. Miyake & P. Shah (Ed.), Models of working memory: Mechanisms of active maintenance and executive control (pp. 28–61). New York City, NY: Cambridge University Press.
García‐Madruga, J. A., Elosúa, M. R., Gil, L., Gómez‐Veiga, I., Vila, J. Ó., Orjales, I., & Duque, G. (2013). Reading comprehension and working memory’s executive processes: An intervention study in primary school students. Reading Research Quarterly, 48 (2), 155–174.
Gathercole, S. E., & Baddeley, A. D. (1993). Phonological working memory: A critical building block for reading development and vocabulary acquisition?. European Journal of Psychology of Education, 8(3), 259–272.
Gathercole, S.E., & Baddeley, A.D. (1989). Evaluation of the role of phonological STM in the development of vocabulary in children: A longitudinal study. Journal of Memory and Language, 28, 200–213.
Gathercole, S.E., & Baddeley, A.D. (1990). Phonological memory deficits in language disordered children: Is there a casual connection?Journal of Memory and Language, 29, 336–360.
Gathercole, S.E., Hitch, G.J., Service, E., & Martin, A.J. (1997). Phonological short-term memory and new word learning in children. Developmental Psychology, 33, 966–979.
Gathercole, S.E., Willis, C., Emslie, H., & Baddeley, A.D. (1992). Phonological memory and vocabulary development during the early school years: A longitudinal study. Developmental Psychology, 28, 887–898.
Gathercole, S. E., Willis, C. S., Baddeley, A. D., & Emslie, H. (1994). The children's test of nonword repetition: A test of phonological working memory. Memory, 2(2), 103–127.
Green, D.W. (1998). Mental control of the bilingual lexicosemantic system. Bilingualism: Language and Cognition, 1, 67–81.
Hannon, B., & Daneman, M. (2001). A new tool for measuring and understanding individual differences in the component processes of reading comprehension. Journal of Educational Psychology, 93, 103–128.
Hofmann, W., Gschwendner, T., Friese, M., Wiers, R. W., & Schmitt, M. (2008). Working memory capacity and self-regulatory behavior: Toward an individual differences perspective on behavior determination by automatic versus controlled processes. Journal of Personality and Social Psychology, 95 (4), 962.
Jacobs, J. (1887). Experiments on “prehension.” Mind, 12, 75–79.
James, W. (1890). The Principles of. Psychology, 2. New York: Henry Holt.
Jaeggi, S. M., Buschkuehl, M., Shah, P., & Jonides, J. (2014). The role of individual differences in cognitive training and transfer. Memory & Cognition, 42 (3), 464–480.
Jonides, J. (2004). How does practice make perfect?Nature Neuroscience, 7, 10–11.
Jonides, J. & Smith, E. (1997) Architecture of Working Memory. In M.D. Rugg (Ed.), Cognitive Neuroscience, (pp. 243–276). Hove, UK: Psychology Press.
Karbach, J., & Verhaeghen, P. (2014). Making working memory work a meta-analysis of executive-control and working memory training in older adults. Psychological science, 25(11), 2027–2037.
Karbach, J., Strobach, T., & Schubert, T. (2014). Adaptive working-memory training benefits reading, but not mathematics in middle childhood. Child Neuropsychology, (ahead-of-print), 1–17.
Kohonen, V. (1995). Is the relation between phonological memory and foreign language learning accounted for by vocabulary acquisition?. Applied Psycholinguistics, 16(02), 155–172.
Linck, J.A., Osthus, P., Koeth, J.T., Bunting, M.F. (2014). Working memory and second language comprehension and production: A meta-analysis. Psychonomic Bulletin Review, 21, 861–883.
Liu, Y., Dunlap, S., Fiez, J., & Perfetti, C. (2007). Evidence for neural accommodation to a writing system following learning. Human Brain Mapping, 28 (11), 1223–1234.
Logie, R.H. (1996). The seven ages of working memory. In J.T.E. Richardson, R.W. Engle, L. Hasher, R.H. Logie, E.R. Stoltzfus, & R.T. Zacks (Eds.), Working memory and human cognition (pp. 31–65). New York, NY: Oxford University Press.
Loosli, S. V., Buschkuehl, M., Perrig, W. J., & Jaeggi, S. M. (2012). Working memory training improves reading processes in typically developing children. Child Neuropsychology, 18 (1), 62–78.
MacDonald, M.C. (1997). Language and cognitive Processes. Special Issue on Lexical Representations and Sentence Processing, 12, 121–399.
Masoura, E. V., & Gathercole, S. E. (1999). Phonological short‐term memory and foreign language learning. International Journal of Psychology, 34 (5–6), 383–388.
Melby-Lervag, M., & Hulme, C. (2013). Is working memory training effective? A meta-analytic review. Developmental Psychology, 49 (2), 270–291.
Miller, G. A. (1956). The magical number seven, plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63, 81–97.
Miyake, A., & Friedman, N.P. (2012). The nature of organization of individual differences in executive functions: Four general conclusions. Current Directions in Psychological Science, 21, 8–14
Miyake, A., & Shah, P. (1999). Models of working memory: Mechanisms of active maintenance and executive control. Cambridge, UK: Cambridge University Press.
Nelson, J.R., Liu, Y., Fiez, J.A., & Perfetti, C.A. (2009). Assimilation and accommodation patterns in ventral occipitotemporal cortex in learning a second writing system. Human Brain Mapping, 30 (3), 810–820.
Nikolaidis, A., Voss, M. W., Lee, H., Vo, L. T., & Kramer, A. F. (2014). Parietal plasticity after training with a complex video game is associated with individual differences in improvements in an untrained working memory task. Frontiers in human neuroscience, 8, 169.
Norman, D., & Shallice, T. (1986). Attention to action: Willed and automatic control of behavior. In R. Davidson, R.G. Schwartz, & D. Shapiro (Eds.), Consciousness and self-regulation: Advances in research and theory (pp. 1–18). New York, NY: Plenum Press.
Novick, J. M., Hussey, E., Teubner-Rhodes, S., Harbison, J. I., & Bunting, M. F. (2014). Clearing the garden-path: Improving sentence processing through cognitive control training. Language, Cognition and Neuroscience, 29 (2), 186–217.
Oberauer, K. (2002). Access to information in working memory: Exploring the focus of attention. Journal of Experimental Psychology: Learning, Memory, and Cognition, 28 (3), 411.
Opitz, B., Schneiders, J.A., Krick, C.M., & Mecklinger, A. (2014). Selective transfer of visual working memory training on Chinese character learning. Neuropsychologia, 53, 1–11.
Page, M., & Norris, D. (1998). The primacy model: a new model of immediate serial recall. Psychological review, 105(4), 761.
Page, M. P. A., & Norris, D. (2009). A model linking immediate serial recall, the Hebb repetition effect and the learning of phonological word forms. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 364(1536), 3737–3753.
Papagno, C., & Vallar, G. (1992). Phonological short-term memory and the learning of novel words: The effect of phonological similarity and item length. Quarterly Journal of Experimental Psychology, 44A, 47–67.
Papagno, C., Valentine, T., & Baddeley, A.D. (1991). Phonological short-term memory and foreign-language vocabulary learning. Journal of Memory and Language, 30, 331–347.
Pressley, M. (2000). What should comprehension instruction be the instruction of? In M.L. Kamil, P.B. Mosenthal, P.D. Pearson, & R. Barr (Eds.), Handbook of reading research (Vol. 3; pp. 545–561). Mahwah, NJ: Lawrence Erlbaum Associates.
Schwaighofer, M., Fischer, F., & Bühner, M. (2015). Does working memory training transfer? A meta-analysis including training conditions as moderators. Educational Psychologist, 50 (2), 138–166.
Serafini, E.J., & Sanz, C. (2015). Evidence for the decreasing impact of cognitive ability on second language development as proficiency increases. Studies in Second Language Acquisition, (first view), 1–40.
Service, E. (1992). Phonology, working memory, and foreign-language learning. Quarterly Journal of Experimental Psychology, 45A, 21–50.
Skehan, P. (1998). A cognitive approach to language learning. Oxford, UK: Oxford University Press.
Szmalec, A., Verbruggen, F., Vandierendonck, A., & Kemps, E. (2011). Control of interference during working memory updating. Journal of Experimental Psychology: Human Perception and Performance, 37, 137–151.
Tan, L.H., Laird, A.R., Li, K., & Fox, P.T. (2005). Neuroanatomical correlates of phonological processing of Chinese characters and alphabetic words: A meta-analysis. Human Brain Mapping, 25, 83–91.
Watanabe, Y., & Bergsleithner, J. M. (2006). A systematic research synthesis of L2 WM measurements. In Z. Madden-Wood & K. Oeki (Eds.), Proceedings 2006: Selected papers from the tenth college-wide conference for students in languages, linguistics, and literature (pp. 47–60). Manoa, HI: University of Hawaii, Manoa, College of Languages, Linguistics, and Literature.
Wass, S.V., Scerif, G., & Johnson, M.H. (2012). Training attentional control and working memory — Is younger, better?Developmental Review, 32 (4), 360–387.
Waters, G. S., Caplan, D., & Rochon, E. (1995). Processing capacity and sentence comprehension in patients with Alzheimer's disease. Cognitive neuropsychology, 12(1), 1–30.
Weicker, J., Villringer, A., & Thöne-Otto, A. (2016). Can impaired working memory functioning be improved by training? A meta-analysis with a special focus on brain injured patients. Neuropsychology, 30, 190–212 .
Williams, J. N. (2011). Working memory and SLA. In S. M. Gass & A. Mackey (Eds.), The handbook of second language acquisition (pp. 427–441). New York, NY: Routledge.
Xue, G., Chen, C., Jin, Z., & Dong, Q. (2006). Language experience shapes fusiform activation when processing a logographic artificial language: An fMRI training study. NeuroImage, 31, 1315–1326.
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