Abstract
Background
The working memory (WM) system is recognized as a crucial cognitive function that underpins the acquisition of new knowledge and the development of foundational skills during childhood. Children’s early literacy and numeracy skills lay the foundation for future academic success in reading and mathematics. While previous research has established a link between WM and early literacy as well as numeracy, the specific contributions of different WM components to the development of various skills in kindergarten-aged children remain unclear.
Objective
This study aimed to investigate the associations between distinct profiles of WM and academic achievements in early literacy and numeracy among kindergarten children.
Method
A battery of memory tests (simple WM and complex WM) were administered to a cohort of 250 kindergarten children aged between five and seven years. Additionally, a range of tasks assessing mathematical and language skills were administered.
Results
Our findings align with our initial hypotheses, revealing differences between profiles of simple WM and complex WM in relation to early mathematics and language skills. Generally, children who exhibited higher WM abilities outperformed their peers who had lower WM capabilities.
Conclusion
This study emphasizes the critical role of WM in early childhood education. Children with limited WM function are at a heightened risk of academic underachievement. Furthermore, both components of WM—simple WM and complex WM—emerge as influential factors in shaping children's proficiency in early literacy and numeracy skills.
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References
Alloway, T. P., & Alloway, R. G. (2010). Investigating the predictive roles of working memory in IQ and academic attainment. Journal of Experimental Child Psychology, 106, 20–29. https://doi.org/10.1016/j.jecp.2009.11.003
Alloway, T. P., & Gathercole, S. E. (2004). Working memory and classroom learning. The Psychologist, 15(5), 4–9.
Alloway, T. P., Gathercole, S. E., Adams, A., & Willis, C. (2005). Working memory abilities in children with special educational needs. Educational and Child Psychology, 22(4), 56–67.
Alloway, T. P., Gathercole, S. E., & Pickering, S. J. (2006). Verbal and visuospatial short-term and working memory in children: Are they separable? Child Development, 77(6), 1698–1716. https://doi.org/10.1111/j.1467-8624.2006.00968.x
Aram, D., & Ziv, M. (2018). Early childhood education in Israel. International handbook of early childhood education, pp 101–116.
Baddeley, A. D. (2000). The episodic buffer: A new component of working memory? Trends in Cognitive Sciences, 4(11), 417–423. https://doi.org/10.1016/S1364-6613(00)01538-2
Baddeley, A. D. (2002). Is working memory still working? European Psychologist, 7(2), 85–97. https://doi.org/10.1027/1016-9040.7.2.85
Baddeley, A. D., & Hitch, G. J. (1974). Working memory. In G. A. Bower (Ed.), Recent advances in learning and motivation. Academic Press. https://doi.org/10.1016/S0079-7421(08)60452-1
Barnes, M. A., Clemens, N. H., Fall, A. M., Roberts, G., Klein, A., Starkey, P., McCandliss, B., Zucker, T., & Flynn, K. (2020). Cognitive predictors of difficulties in math and reading in pre-kindergarten children at high risk for learning disabilities. Journal of Educational Psychology, 112(4), 685–700. https://doi.org/10.1037/edu0000404
Baroody, A. J., & Benson, A. (2001). Early number instruction. Teaching Children Mathematics, 8(3), 154–158.
Bayliss, D. M., Jarrold, C., Gunn, D. M., & Baddeley, A. D. (2003). The complexities of complex span: Explaining individual differences in working memory in children and adults. Journal of Experimental Psychology: General, 132(1), 71–92. https://doi.org/10.1037/0096-3445.132.1.71
Bisanz, J., Sherman, J. L., Rasmussen, C., & Ho, E. (2005). Development of arithmetic skills and knowledge in preschool children. In J. I. D. Campbell (Ed.), Handbook of mathematical cognition (pp. 143–162). Psychology Press.
Bourke, L., Davies, S. J., Sumner, E., & Green, C. (2013). Individual differences in the development of early writing skills: Testing the unique contribution of visuospatial working memory. Reading and Writing, 27, 315–335. https://doi.org/10.1007/s11145-013-9446-3
Bowey, J. A. (2001). Nonword repetition and young children’s receptive vocabulary: A longitudinal study. Applied Psycholinguistics, 22, 441–469. https://doi.org/10.1017/S0142716401003083
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 seven years. Developmental Neuropsychology, 33(3), 205–228. https://doi.org/10.1080/87565640801982312
Catts, H., & W., & Hogan, T. (2003). Language basis of reading disabilities and implications for early identification and remediation. Reading Psychology, 24, 223–246. https://doi.org/10.1080/02702710390227314
Caviola, S., Colling, L. J., Mammarella, I. C., & Szűcs, D. (2020). Predictors of mathematics in primary school: Magnitude comparison, verbal, and spatial working memory measures. Developmental Science, 23(2), 1–19. https://doi.org/10.1111/desc.12957
Chen, E. H., & Bailey, D. H. (2021). Dual-task studies of working memory and arithmetic performance: A meta-analysis. Journal of Experimental Psychology: Learning, Memory, and Cognition, 47(2), 220–233. https://doi.org/10.1037/xlm0000822
Cowan, N., & Alloway, T. (2008). 12 Development of working memory in childhood. The Development of Memory in Infancy and Childhood, 303.
Davis, N., Sheldon, L., & Colmar, S. H. (2014). Memory mates: A classroom-based intervention to improve attention and working memory. Australian Journal of Guidance and Counselling, 24(1), 111–120. https://doi.org/10.1017/jgc.2013.23
De Vita, C., Costa, H. M., Tomasetto, C., & Passolunghi, M. C. (2021). The contributions of working memory domains and processes to early mathematical knowledge between preschool and first grade. Psychological Research Psychologische Forschung, 86, 497–511. https://doi.org/10.1007/s00426-021-01496-4
Dehaene, S., & Cohen, L. (1995). Towards an anatomical and functional model of number processing. Mathematical Cognition, 1, 83–120.
Dunlosky, J., Morehead, K., Zamary, A., & Rawson, K. A. (2018). From the laboratory to the classroom. Challenges and solutions for conducting memory research in educational context. In H. Otani & B. L. Schwartz (Eds.), Handbook of research methods in human memory. Routledge.
Engel de Abreu, P. M. J., Gathercole, S. E., & Martin, R. (2011). Disentangling the relationship between working memory and language: The roles of short-term storage and cognitive control. Learning and Individual Differences, 21, 569–574. https://doi.org/10.1016/j.lindif.2011.06.002
Fanari, R., Meloni, C., & Massidda, D. (2019). Visual and spatial working memory abilities predict early math skills: A longitudinal study. Frontiers in Psychology, 10, 1–8. https://doi.org/10.3389/fpsyg.2019.02460
Fancourt, A., & Holmes, J. (2020). The impact of working memory and learning difficulties in the classroom. In J. Harrington, J. Beale, A. Fancourt, & C. Lutz (Eds.), The BrainCanDo handbook of teaching and learning (pp. 73–89). Routledge Taylor & Francis Group.
Foster, M. E., Anthony, J. L., Clements, D. H., & Sarama, J. H. (2015). Processes in the development of mathematics in kindergarten children from title 1 schools. Journal of Experimental Child Psychology, 140, 56–73. https://doi.org/10.1016/j.jecp.2015.07.004
Friso-van den Bos, I., Van der Ven, S. H. G., Kroesbergen, E. H., & Van Luit, J. E. H. (2013). Working memory and mathematics in primary school children: A meta-analysis. Educational Research Review, 10, 29–44. https://doi.org/10.1016/j.edurev.2013.05.003
Friso-van den Bos, I., Kroesbergen, E. H., & Van Luit, J. E. H. (2014). Number sense in kindergarten children: Factor structure and working memory predictors. Learning and Individual Differences, 33, 23–29. https://doi.org/10.1016/j.lindif.2014.05.003
Fung, W., & Swanson, H. L. (2017). Working memory components that predict word problem solving: Is it merely a function of reading, calculation, and fluid intelligence? Memory & Cognition, 45, 804–823. https://doi.org/10.3758/s13421-017-0697-0
Gathercole, S. E., & Alloway, T. P. (2008). Working memory and learning: A guide for teachers. Sage.
Gathercole, S. E., & Baddeley, A. D. (1995). Working memory and language. Verbal working memory: A view with a room. American Journal of Psychology, 108, 123–155. https://doi.org/10.2307/1423105
Gathercole, S. E., & Pickering, S. (2000). Working memory deficits in children with low achievements in the national curriculum at seven years of age. British Journal of Educational Psychology, 70, 177–194. https://doi.org/10.1348/000709900158047
Gathercole, S. E., 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.
Gathercole, S. E., Alloway, T. P., Willis, C., & Adams, A. M. (2006). Working memory in children with reading disabilities. Journal of Experimental Child Psychology, 93, 265–281. https://doi.org/10.1016/j.jecp.2005.08.003
Gathercole, S., Woolgar, F., Kievit, R. A., Duncan, A., Manly, T., & Holmes, J. (2016). How common are WM deficits in children with difficulties in reading and mathematics? Journal of Applied Research in Memory and Cognition, 5(4), 384–394. https://doi.org/10.1016/j.jarmac.2016.07.013
Geary, D. C. (2011). Cognitive predictors of achievement growth in mathematics: A five-year long longitudinal study. Developmental Psychology, 47(6), 1539–1552. https://doi.org/10.1037/a0025510
Geary, D. C., Hoard, M. K., Byrd-Craven, J., & DeSoto, M. C. (2004). Strategy choices in simple and complex addition: Contributions of working memory and counting knowledge for children with mathematical disability. Journal of Experimental Child Psychology, 88(2), 121–151.
Geary, D. C., Hoard, M. K., Nugent, L., & Byrd-Craven, J. (2008). Development of number line representations in children with mathematical learning disability. Developmental Neuropsychology, 33(3), 277–299. https://doi.org/10.1080/87565640801982361
Gersten, R., Jordan, N. C., & Flojo, J. R. (2005). Early identification and interventions for students with mathematic difficulties. Journal of Learning Disabilities, 38, 293–304. https://doi.org/10.1177/00222194050380040301
Holmes, J., & Adams, J. W. (2006). Working memory and children’s mathematical skills: Implications for mathematical development and mathematics curricula. Educational Psychology, 26(3), 339–366. https://doi.org/10.1080/01443410500341056
Holmes, J., Adams, J. W., & Hamilton, C. J. (2008). The relationship between visuospatial sketchpad capacity and children’s mathematical skills. European Journal of Cognitive Psychology, 20, 272–289. https://doi.org/10.1080/09541440701612702
Holmes, J., Gathercole, S. E., & Dunning, D. L. (2009). Fast-track report. Adaptive training leads to sustained enhancement of poor working memory in children. Developmental Science, 12(4), 9–15. https://doi.org/10.1111/j.1467-7687.2009.00848.x
Honoré, N., & Noël, M. P. (2017). Can working memory training improve preschoolers’ numerical abilities? Journal of Numerical Cognition, 3(2), 516–539. https://doi.org/10.5964/jnc.v3i2.5
Jordan, N. C., Kaplan, D., & Locuniak, M. N. (2007). Predicting first-grade math achievement from developmental number sense trajectories. Learning Disabilities Research & Practice, 22, 36–46. https://doi.org/10.1111/j.1540-5826.2007.00229.x
Jordan, N. C., Glutting, J., Ramineni, C., & Watkins, M. W. (2010). Validating a number sense screening tool for use in kindergarten and first grade: Prediction of mathematics proficiency in third grade. School Psychology Review, 39, 181–195. https://doi.org/10.1080/02796015.2010.12087772
Kaufman, A. S., & Kaufman, N. L. (2004). Kaufman Assessment Battery for Children-Second Edition (K-ABC-II). American Guidance Service.
Ketelsen, K., & Welsh, M. (2010). Working memory and mental arithmetic: A case for dual central executive resources. Brain and Cognition, 74, 203–209. https://doi.org/10.1016/j.bandc.2010.07.011
Kibby, M. Y., Marks, W., Morgan, S., & Long, C. J. (2004). Specific impairments in developmental reading disabilities: A working memory approach. Journal of Learning Disabilities, 37, 349–363. https://doi.org/10.1177/00222194040370040601
Kolkman, M. E., Kroesbergen, E. H., & Leseman, P. P. M. (2014). Involvement of working memory in longitudinal development of number–magnitude skills. Infant and Child Development, 23, 36–50. https://doi.org/10.1002/icd.1834
Korat, O., Bahar, E., & Snapir, M. (2003). Sociodramatic play as opportunity for literacy development: The teacher’s role. The Reading Teacher, 56(4), 386–393.
Krajewski, K., & Schneider, W. (2009). Early development of quantity to number-word linkage as a precursor of mathematical school achievement and mathematical difficulties: Findings from a four-year longitudinal study. Learning and Instruction, 19, 513–520. https://doi.org/10.1016/j.learninstruc.2008.10.002
Kroesbergen, E. H., & Van’t Noordende, J. E., & Kolkman, M. E. (2014). Training working memory in kindergarten children: Effects on working memory and early numeracy. Child Neuropsychology, 20(1), 23–37. https://doi.org/10.1080/09297049.2012.736483
Kroesbergen, E. H., Van Luit, J. E. H., Van Lieshout, E. C. D. M., Van Loosbroek, E. V., & Van de Rijt, B. A. M. (2009). Individual differences in early numeracy: The role of executive functions and subitizing. Journal of Psychoeducational Assessment, 27(3), 226–236. https://doi.org/10.1177/0734282908330586
Kyttälä, M., Kanerva, K., Munter, I., & Björn, P. M. (2019). Working memory resources in children: Stability and relation to subsequent academic skills. Educational Psychology, 39(6), 709–728. https://doi.org/10.1080/01443410.2018.1562046
LeFevre, J. A., Fast, L., Skwarchuk, S. L., Smith-Chant, B. L., Bisanz, J., Kamawar, D., & Penner-Wilger, M. (2010). Pathways to mathematics: Longitudinal predictors of performance. Child Development, 81(6), 1753–1767. https://doi.org/10.1111/j.1467-8624.2010.01508.x
Mammarella, I. C., Caviola, S., Giofrè, D., & Szűcs, D. (2018). The underlying structure of visuospatial working memory in children with mathematical learning disability. British Journal of Developmental Psychology, 36(2), 220–235. https://doi.org/10.1111/bjdp.12202
Martin, R. B., Cirino, P. T., Sharpa, C., & Barnes, M. (2014). Number and counting skills in kindergarten as predictors of grade 1 mathematical skills. Learning and Individual Differences, 34, 12–23. https://doi.org/10.1016/j.lindif.2014.05.006
McKenzie, B., Bull, R., & Gray, C. (2003). The effects of phonological and visual-spatial interference on children’s arithmetic performance. Educational and Child Psychology, 20(3), 93–108.
McInerney, R. J., Hrabok, M., & Kerns, K. A. (2005). The children’s size-ordering task: A new measure of nonverbal working memory. Journal of Clinical and Experimental Neuropsychology, 27(6), 735–745.
Melby-Lervåg, M., Lyster, S. A. H., & Hulme, C. (2012). Phonological skills and their role in learning to read: A meta-analytic review. Psychological Bulletin, 138(2), 322–352. https://doi.org/10.1037/a0026744
Menghini, D., Finzi, A., Carlesimo, G. A., & Vicari, S. (2011). Working memory impairment in children with developmental dyslexia: Is it just a phonological deficit? Developmental Neuropsychology, 36(2), 199–213. https://doi.org/10.1080/87565641.2010.549868
Meyer, M. L., Salimpoor, V. N., Wu, S. S., Geary, D. C., & Menon, V. (2010). Differential contribution of specific working memory components to mathematics achievement in 2nd and 3rd graders. Learning and Individual Differences, 20, 101–109. https://doi.org/10.1016/j.lindif.2009.08.004
Moll, K., Gobel, S. M., Gooch, D., Landerl, K., & Snowling, M. J. (2016). Cognitive risk factors for specific learning disorder: Processing speed, temporal processing, and working memory. Journal of Learning Disabilities, 49(3), 272–281. https://doi.org/10.1177/0022219414547221
Nicolson, R. I., & Fawcett, A. J. (2004). The Dyslexia Early Screening Test-Second Edition (DEST-2). The Psychological Corporation.
Noël, M. P. (2009). Counting on working memory when learning to count and to add: A preschool study. Developmental Psychology, 45(6), 1630–1643. https://doi.org/10.1037/a0016224
Nosworthy, N., Bugden, S., Archibald, L., Evans, B., & Ansari, D. (2013). A two-minute paper-and-pencil test of symbolic and nonsymbolic numerical magnitude processing explains variability in primary school children’s arithmetic competence. PloS one, 8(7), e67918.
Oakhill, J., & Kyle, F. (2000). The relation between phonological awareness and working memory. Journal of Experimental Child Psychology, 75, 152–164. https://doi.org/10.1006/jecp.1999.2529
Passolunghi, M. C., & Costa, H. M. (2016). Working memory and early numeracy training in preschool children. Child Neuropsychology, 22(1), 81–98.
Passolunghi, M. C., & Mammarella, I. C. (2012). Selective spatial working memory impairment in a group of children with mathematics learning disabilities and poor problem-solving skills. Journal of Learning Disabilities, 45(4), 341–350. https://doi.org/10.1177/0022219411400746
Passolunghi, M. C., & Siegel, L. S. (2004). Working memory and access to numerical information in children with disability in mathematics. Journal of Experimental Child Psychology, 88(4), 348–367. https://doi.org/10.1016/j.jecp.2004.04.002
Passolunghi, M. C., Lanfranchi, S., Altoè, G., & Sollazzo, N. (2015). Early numerical abilities and cognitive skills in kindergarten children. Journal of Experimental Child Psychology, 135, 25–42. https://doi.org/10.1016/j.jecp.2015.02.001
Pears, K. C., Kim, H. K., Fisher, P. A., & Yoergera, K. (2016). Increasing pre-kindergarten early literacy skills in children with developmental disabilities and delays. Journal of School Psychology, 57, 15–27. https://doi.org/10.1016/j.jsp.2016.05.004
Peijnenborgh, J. C., Hurks, P. M., Aldenkamp, A. P., Vles, J. S., & Hendriksen, J. G. (2016). Efficacy of working memory training in children and adolescents with learning disabilities: A review study and meta-analysis. Neuropsychological Rehabilitation, 26(5–6), 645–672. https://doi.org/10.1080/09602011.2015.1026356
Peng, P., & Fuchs, D. (2016). A meta-analysis of working memory deficits in children with learning difficulties: Is there a difference between verbal domain and numerical domain? Journal of Learning Disabilities, 49(1), 3–20. https://doi.org/10.1177/0022219414521667
Peng, P., Namkung, J. M., Barnes, M., & Sun, C. (2016). A meta-analysis of mathematics and working memory: Moderating effects of working memory domain, type of mathematics skill, and sample characteristics. Journal of Educational Psychology, 108(4), 455–473. https://doi.org/10.1037/edu0000079
Peng, P., Barnes, M., Wang, C., Wang, W., Li, S., Swanson, H. L., Dardick, W., & Tao, S. (2018). A meta-analysis on the relation between reading and working memory. Psychological Bulletin, 144(1), 48–76. https://doi.org/10.1037/bul0000124
Pickering, S. J., & Gathercole, S. E. (2004). Distinctive working memory profiles in children with special educational needs. Educational Psychology, 24(3), 393–408. https://doi.org/10.1080/0144341042000211715
Purpura, D. J., & Ganley, C. M. (2014). Working memory and language: Skill-specific or domain-general relations to mathematics? Journal of Experimental Child Psychology, 122, 104–121. https://doi.org/10.1016/j.jecp.2013.12.009
Purpura, D. J., Hume, L. E., Sims, D. M., & Lonigan, C. J. (2011). Early literacy and early numeracy: The value of including early literacy skills in the prediction of numeracy development. Journal of Experimental Child Psychology, 110, 647–658. https://doi.org/10.1016/j.jecp.2011.07.004
Purpura, D. J., Schmitt, S. A., & Ganley, C. M. (2017). Foundations of mathematics and literacy: The role of executive functioning components. Journal of Experimental Child Psychology, 153, 15–34. https://doi.org/10.1016/j.jecp.2016.08.010
Raghubar, K. P., Barnes, M. A., & Hecht, S. A. (2010). Working memory and mathematics: A review of developmental, individual difference, and cognitive approaches. Learning and Individual Differences, 20, 110–122. https://doi.org/10.1016/j.lindif.2009.10.005
Rasmussen, C., & Bisanz, J. (2005). Representation and working memory in early arithmetic. Journal of Experimental Child Psychology, 91, 137–157. https://doi.org/10.1016/j.jecp.2005.01.004
Rowe, A., Titterington, J., Holmes, J., Henry, L., & Taggart, L. (2019). Interventions targeting working memory in 4–11 year olds within their everyday contexts: A systematic review. Developmental Review, 52, 1–23. https://doi.org/10.1016/j.dr.2019.02.001
Schuchardt, K., Maehler, C., & Hasselhorn, M. (2008). Working memory deficits in children with specific learning disorders. Journal of Learning Disabilities, 41(6), 514–523. https://doi.org/10.1177/0022219408317856
Shamir, A., Korat, O., & Fellah, R. (2012). Promoting vocabulary, phonological awareness and concept about print among children at risk for learning disability: Can e-books help? Reading & Writing, 25, 45–69. https://doi.org/10.1007/s11145-010-9247-x
Shatil, E., Share, D. L., & Levin, I. (2000). On the contribution of kindergarten writing to Grade 1 literacy: A longitudinal study in Hebrew. Applied Psycholinguistics, 28, 1–25. https://doi.org/10.1017/S0142716400001016
Smith-Spark, J. H., & Fisk, J. E. (2007). Working memory functioning in developmental dyslexia. Memory, 15(1), 34–56. https://doi.org/10.1080/09658210601043384
Swanson, H. L., & Jerman, O. (2006). Math disabilities: A selective meta-analysis of the literature. Review of Educational Research, 76, 249–274.
Swanson, H. L., & Jerman, O. (2007). The influence of working memory on reading growth in subgroups of children with reading disabilities. Journal of Experimental Child Psychology, 96(4), 249–283. https://doi.org/10.1016/j.jecp.2006.12.004
Swanson, H. L., & Sachse-Lee, S. (2001). Mathematical problem solving and working memory in children with learning disabilities: Both executive and phonological processes are important. Journal of Experimental Child Psychology, 79(3), 294–321. https://doi.org/10.1006/jecp.2000.2587
Szucs, D. (2016). Subtypes and comorbidity in mathematical learning disabilities: Multidimensional study of verbal and visual memory processes is key to understanding. Progress in Brain Research, 227, 277–304. https://doi.org/10.1016/bs.pbr.2016.04.027
Toll, S. W. M., & Van Luit, E. H. V. (2013). The development of early numeracy ability in kindergartners with limited working memory skills. Learning and Individual Differences, 25, 45–54. https://doi.org/10.1016/j.lindif.2013.03.006
Van der Heyden, A. M. (2010). Determining early mathematical risk: Ideas for extending the research. School Psychology Review, 39, 196–202. https://doi.org/10.1080/02796015.2010.12087773
Van der Kooy-Hofland, V. A., Van der Kooy, J., Bus, A. G., van IJzendoorn, M. H., & Bonsel, G. J. (2012). Differential susceptibility to early literacy intervention in children with mild perinatal adversities: Short-and long-term effects of a randomized control trial. Journal of Educational Psychology, 104(2), 337.
Wechsler, D. (1991). Manual for the Wechsler Intelligence Scale for Children–Third Edition (WISC–III). The Psychological Corporation.
Welsh, J. A., Nix, R. L., Blair, C., Bierman, K. L., & Nelson, K. E. (2010). The development of cognitive skills and gains in academic school readiness for children from low-income families. Journal of Educational Psychology, 102(1), 43–53. https://doi.org/10.1037/a0016738
Whitehurst, G. J., & Lonigan, C. J. (1998). Child development and emergent literacy. Child Development, 69, 848–872. https://doi.org/10.1111/j.1467-8624.1998.tb06247.x
Willcutt, E. G., McGrath, L. M., Pennington, B. F., Keenan, J. M., DeFries, J. C., Olson, R. K., & Wadsworth, S. J. (2019). Understanding comorbidity between specific learning disabilities. New Directions for Child and Adolescent Development, 165, 91–109. https://doi.org/10.1002/cad.20291
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(3), 237–248. https://doi.org/10.1177/002221940103400304
Woodrome, S. E., & Johnson, K. E. (2009). The role of visual discrimination in the learning-to-read process. Reading and Writing, 22(2), 117–131. https://doi.org/10.1007/s11145-007-9104-8
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Shvartsman, M., Shaul, S. Working Memory Profiles and Their Impact on Early Literacy and Numeracy Skills in Kindergarten Children. Child Youth Care Forum (2024). https://doi.org/10.1007/s10566-023-09788-z
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DOI: https://doi.org/10.1007/s10566-023-09788-z