Skip to main content
Log in

Brief Report: Executive Function as a Predictor of Academic Achievement in School-Aged Children with ASD

  • Brief Report
  • Published:
Journal of Autism and Developmental Disorders Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2

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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  PubMed Central  Google Scholar 

  • Clark, C., Prichard, V., & Woodward, L. (2010). Preschool executive functioning abilities predict early mathematics achievement. Developmental Psychology, 46(5), 1176–1191.

    Article  PubMed  Google Scholar 

  • D’Amico, A., & Guarnera, M. (2005). Exploring working memory in children with low arithmetical achievement. Learning and Individual Differences, 15(3), 189–202.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Elliott, C. D. (1990a). Differential ability scales: Introductory and technical handbook. San Antonio, TX: The Psychological Corporation.

    Google Scholar 

  • Elliott, C. D. (1990b). Differential ability scales (DAS). San Antonio, TX: The Psychological Corporation.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  PubMed  PubMed Central  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Kaufmann, P., Leckman, J., & Ort, S. (1990). Delayed response performance in males with Fragile X. Journal of Clinical and Experimental Neuropsychology, 12, 69.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    PubMed  PubMed Central  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Passolunghi, M. C., & Cornoldi, C. (2008). Working memory failures in children with arithmetical difficulties. Child Neuropsychology, 14(5), 387–400.

    Article  PubMed  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    PubMed  PubMed Central  Google Scholar 

  • Rutter, M., LeCouteur, A., & Lord, C. (2003). Autism diagnostic interview revised: WPS edition manual. Los Angeles: Western Psychological Services.

    Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Swanson, H. L., & Jerman, O. (2006). Math disabilities: A selective meta-analysis of the literature. Review of Educational Research, 76(2), 249–274.

    Article  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • 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.

    PubMed  Google Scholar 

Download references

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.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Annette Estes.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical Approval

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.

Informed Consent

Informed consent was obtained from all individuals included in the study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

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

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10803-017-3296-9

Keywords

Navigation