Abstract
The contributions of Executive Function (EF) to academic achievement in children with Autism Spectrum Disorder (ASD) are not well understood. Academic achievement and its association with EF is described in 32, 9-year-old children with ASD. EF at age 6 and 9, and academic achievement at age 9 were assessed as part of a larger longitudinal study. Better performance on a Spatial Reversal task but not A-not-B with Invisible Displacement at age 6 was associated with better math achievement at age 9. No relationship was found between these EF measures at age 6 and reading or spelling achievement at age 9. Future studies are needed to explore whether improving early EF skills can increase math achievement in children with ASD.
References
Alloway, T. P., & Alloway, R. G. (2010). Investigating the predictive roles of working memory and IQ in academic attainment. Journal of Experimental Child Psychology, 106, 20–29.
Ashburner, J., Ziviani, J., & Rodger, S. (2008). Sensory processing and classroom emotional, behavioral, and educational outcomes in children with autism spectrum disorder. The American Journal of Occupational Therapy, 62(5), 564–573.
Assouline, S. G., Foley Nicpon, M., & Dockery, L. (2012). Predicting the academic achievement of gifted students with autism spectrum disorder. Journal of Autism and Developmental Disorders, 42, 1781–1789.
Blair, C., & Razza, R. P. (2007). Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten. Child Development, 78(2), 647–663.
Bull, R., Johnston, R. S., & Roy, J. A. (1999). Exploring the roles of the visual-spatial sketch pad and central executive in children’s arithmetical skills: Views from cognition and developmental neuropsychology. Developmental Neuropsychology, 15(3), 421–442.
Bull, R., & Scerif, G. (2001). Executive functioning as a predictor of children’s mathematics ability: Inhibition, switching, and working memory. Developmental Neuropsychology, 19(3), 273–293.
Bull, R. B., Espy, K. A., & Wiebe, S. W. (2008). Short-term memory, working memory and executive functioning in preschoolers: Longitudinal predictors of mathematical achievement. Developmental Neuropsychology, 33, 205–228.
Clark, C., Prichard, V., & Woodward, L. (2010). Preschool executive functioning abilities predict early mathematics achievement. Developmental Psychology, 46(5), 1176–1191.
D’Amico, A., & Guarnera, M. (2005). Exploring working memory in children with low arithmetical achievement. Learning and Individual Differences, 15(3), 189–202.
De Smedt, B., Janssen, R., Bouwens, K., Verschaffel, L., Boets, B., & Ghesquière, P. (2009). Working memory and individual differences in mathematics achievement: A longitudinal study from first grade to second grade. Journal of Experimental Child Psychology, 103, 186–201.
Diamond, A., Prevor, M. B., Callender, G., & Druin, D. P. (1997). Prefrontal cortex cognitive deficits in children treated early and continuously for PKU. Monographs of the Society for Research in Child Development, 62(4), 1–208.
Duncan, G. J., Dowsett, C. J., Claessens, A., Magnuson, K., Huston, A. C., Klebanov, P., et al. (2007). School readiness and later achievement. Developmental Psychology, 43(6), 1428–1446.
Elliott, C. D. (1990a). Differential ability scales: Introductory and technical handbook. San Antonio, TX: The Psychological Corporation.
Elliott, C. D. (1990b). Differential ability scales (DAS). San Antonio, TX: The Psychological Corporation.
Engel de Abreu, P. M. J., Abreu, N., Nikaedo, C. C., Puglisi, M. L., Tourinho, C. J., Miranda, M. C., et al. (2014). Executive functioning and reading achievement in school: A study of Brazilian children assessed by their teachers as “poor readers”. Frontiers in Psychology. doi:10.3389/fpsyg.2014.00550.
Espy, K. A., Kaufmann, P. M., Glisky, M. L., & McDiarmid, M. D. (2001). New procedures to assess executive functions in preschool children. The Clinical Neurospsychologist, 15(1), 46–58.
Espy, K. A., Kaufmann, P. M., McDiarmid, M. D., & Glisky, M. L. (1999). Executive functioning in preschool children: Performance on A-not-B and other delayed response format tasks. Brain and Cognition, 41, 178–199.
Espy, K. A., McDiarmid, M. M., Cwik, M. F., Stalets, M. M., Hamby, A., & Senn, T. E. (2004). The contribution of executive functions to emergent mathematic skills in preschool children. Developmental Neuropsychology, 26(1), 465–486.
Estes, A., Rivera, V., Cali, P. W., Bryan, M., & Dawson, G. (2011). Discrepancies between academic achievement and intellectual ability in higher-functioning school-aged children with autism spectrum disorder. Journal of Autism and Developmental Disorders, 8, 1044–1052.
Geary, D. C., Hoard, M. K., Byrd-Craven, J., Nugent, L., & Numtee, C. (2007). Cognitive mechanisms underlying achievement deficits in children with mathematical learning disability. Child Development, 78(4), 1343–1359.
Griffith, E., Pennington, B., Wehner, E., & Rogers, S. (1999). Executive functions in young children with autism. Child Development, 70(4), 817–832.
Griswold, D. E., Barnhill, G. P., Myles, B. S., Hagiwara, T., & Simpson, R. L. (2002). Asperger syndrome and academic achievement. Focus on Autism and Other Developmental Disabilities, 17, 94–102.
Jones, C. R. G., Happe, F., Golden, H., Marsden, A. J. S., Tregay, J., Simonoff, E., et al. (2009). Reading and arithmetic in adolescents with autism spectrum disorders: Peaks and dips in attainment. Neuropsychology, 23(6), 718–728.
Kaufmann, P., Leckman, J., & Ort, S. (1990). Delayed response performance in males with Fragile X. Journal of Clinical and Experimental Neuropsychology, 12, 69.
Kieffer, M. J., Vukovic, R. K., & Berry, D. (2013). Roles of attention shifting and inhibitory control in fourth grade reading comprehension. Reading Research Quarterly, 48(4), 333–348. doi:10.1002/rrq.54.
Kyttala, M., Aunio, P., Lehto, J. E., Van Luit, J., & Hautamaki, J. (2003). Visuospatial working memory and early numeracy. Educational and Child Psychology, 20, 65–76.
Lord, C., Rutter, M., DiLavore, P. C., & Risi, S. (2003). Autism diagnostic observation schedule manual. Los Angeles: Western Psychological Services.
May, T., Rinehart, N., Wilding, J., & Cornish, K. (2013). The role of attention in the academic attainment of children with autism spectrum disorder. Journal of Autism and Developmental Disorders, 43, 2147–2158.
Mayes, S. D., & Calhoun, S. L. (2003). Ability profiles in children with autism: Influence of age and IQ. Autism: The International Journal of Research and Practice, 7, 65–80.
McClelland, M., Cameron, C. E., Duncan, R., Bowles, R. P., Acock, A. C., Miao, A., et al. (2014). Predictors of early growth in academic achievement: The head-toes-knees-shoulders task. Frontiers in Psychology. doi:10.3389/fpsyg.2014.00599.
McKenzie, B., Bull, R., & Gray, C. (2003). The effects of phonological and visuospatial interference on children’s arithmetical performance. Educational and Child Psychology, 20(3), 93–108.
McLean, J. F., & Hitch, G. H. (1999). Working memory impairments in children with specific mathematics learning difficulties. Journal of Experimental Child Psychology, 74, 240–260.
Oswald, T., Beck, J., Iosif, A., McCauley, J., Cilhooly, L., Matter, J., & Solomon, M. (2016). Clinical and cognitive characteristics associated with mathematics problem solving in adolescents with autism spectrum disorder. Autism Research, 9, 480–490.
Passolunghi, M. C., & Cornoldi, C. (2008). Working memory failures in children with arithmetical difficulties. Child Neuropsychology, 14(5), 387–400.
Passolunghi, M. C., Cornoldi, C., & De Liberto, S. (1999). Working memory and intrusions of irrelevant information in a group of specific poor problem solvers. Memory & Cognition, 27(5), 779–790.
Passolunghi, M. C., Vercelloni, B., & Schadee, H. (2007). The precursors of mathematics learning: Working memory, phonological ability and numerical competence. Cognitive Development, 22, 165–184.
Raghubar, K., 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.
Ribner, A. D., Willoughby, M. T., Blair, C. B., & The Family Life Project Key Investigators (2017). Executive funtion buffers the association between early math and later academic skills. Frontiers in Psychology. doi:10.3389/fpsyg.2017.00869.
Rutter, M., LeCouteur, A., & Lord, C. (2003). Autism diagnostic interview revised: WPS edition manual. Los Angeles: Western Psychological Services.
Sjöwall, D., Bohlin, G., Rydell, A., & Thorell, L. B. (2017). Neuropsychological deficits in preschool as predictors of ADHD symptoms and academic achievement in late adolescence. Child Neuropsychology, 23(1), 111–128.
St Clair-Thompson, H. L., & Gathercole, S. E. (2006). Executive functions and achievements in school: Shifting, updating, inhibition, and working memory. The Quarterly Journal of Experimental Psychology, 59(4), 745–759.
Swanson, H. L., & Jerman, O. (2006). Math disabilities: A selective meta-analysis of the literature. Review of Educational Research, 76(2), 249–274.
van der Sluis, S., van der Leij, A., & de Jong, P. F. (2005). Working memory in Dutch children with reading- and arithmetic-related LD. Journal of Learning Disabilities, 38(3), 207–221.
Will, E., Fidler, D. J., Daunhauer, L., & Gerlach-McDonald, B. (2016). Executive function and academic achievement in primary–grade students with Down syndrome. Journal of Intellectual Disability Research. doi:10.1111/jir.12313.
Acknowledgments
We wish to thank the children and parents who participated in this study. Thank you to Phil Cali who also contributed to this work.
Funding
This research was supported by grants from the National Institute of Child Health and Human Development (U19HD34565, P50HD066782, and R01HD-55741) and the National Institute of Mental Health (U54MH066399).
Author Contributions
TSJ had a lead role in drafting the manuscript and conducted the data analysis; GD participated in study design and coordination, and reviewed early drafts of the manuscript; AE conceived of the study, participated in study design and coordination, interpretation of the data, and drafting the manuscript. All authors read and approved the final manuscript.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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St. John, T., Dawson, G. & Estes, A. Brief Report: Executive Function as a Predictor of Academic Achievement in School-Aged Children with ASD. J Autism Dev Disord 48, 276–283 (2018). https://doi.org/10.1007/s10803-017-3296-9
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DOI: https://doi.org/10.1007/s10803-017-3296-9