Abstract
Reading comprehension difficulties exhibited by children with autism are related to executive function (EF) and theory of mind (ToM) deficits. However, the potential heterogeneity of ToM, EF, and reading comprehension abilities, and their interrelationships, among Chinese children with autism remains unclear. Using comprehensive sets of ToM and EF tasks, the present study assessed basic and advanced ToM, EF, and reading comprehension skills for 36 seven- to nine-year-old Hong Kong Chinese children with autism and 36 typically developing (TD) peers. Despite comparable age, intelligence, and working memory, children with autism performed significantly worse than their TD peers on advanced ToM and EF tasks and overall reading comprehension skills. Moreover, linear mixed-effects modelling analyses revealed that specific impairments in EF and ToM were associated with different components of reading comprehension deficits and language abilities in children with autism. These findings suggest that children with autism have multiple but specific cognitive and reading comprehension difficulties and that EF and ToM uniquely contribute to their deficits in reading comprehension.
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References
Akbar, M., Loomis, R., & Paul, R. (2013). The interplay of language on executive functions in children with ASD. Research in Autism Spectrum Disorders, 7(3), 494–501. https://doi.org/10.1016/j.rasd.2012.09.001
American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed.). American Psychiatric Association.
Bang, J., Burns, J., & Nadig, A. (2013). Brief report: Conveying subjective experience in conversation: Production of mental state terms and personal narratives in individuals with high functioning autism. Journal of Autism and Developmental Disorders, 43(7), 1732–1740. https://doi.org/10.1007/s10803-012-1716-4
Bauminger-Zviely, N. (2013). Social cognitive and emotional competence. In N. Bauminger-Zviely (Ed.), Social and academic abilities in children with high-functioning autism spectrum disorders (pp. 31–58). Guilford Press.
Bishop, D. V., & Snowling, M. J. (2004). Developmental dyslexia and specific language impairment: Same or different? Psychological Bulletin, 130(6), 858–886. https://doi.org/10.1037/0033-2909.130.6.858
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. https://doi.org/10.1111/j.1467-8624.2007.01019.x
Block, C. C., & Pressley, M. (2002). Comprehension instruction: Research-based practices. Guilford.
Boerma, I. E., Mol, S. E., & Jolles, J. (2017). The role of Home Literacy Environment, mentalizing, expressive verbal ability, and print exposure in third and fourth graders’ reading comprehension. Scientific Studies of Reading, 21(3), 179–193. https://doi.org/10.1080/10888438.2016.1277727
Boucher, J. (2011). Research review: Structural language in autistic spectrum disorder - characteristics and causes. Journal of Child Psychology and Psychiatry, 53(3), 219–233. https://doi.org/10.1111/j.1469-7610.2011.02508.x
Braver, T. S., Cohen, J. D., & Barch, D. M. (2002). The role of prefrontal cortex in normal and disordered cognitive control: A cognitive neuroscience perspective. Principles of Frontal Lobe Function. https://doi.org/10.1093/acprof:oso/9780195134971.003.0027
Brown, H. M., Oram-Cardy, J., & Johnson, A. (2013). A meta-analysis of the reading comprehension skills of individuals on the autism spectrum. Journal of Autism and Developmental Disorders, 43(4), 932–955. https://doi.org/10.1007/s10803-012-1638-1
Brian, J. A., Tipper, S. P., Weaver, B., & Bryson, S. E. (2003). Inhibitory mechanisms in autism spectrum disorders: Typical selective inhibition of location versus facilitated perceptual processing. Journal of Child Psychology and Psychiatry, 44(4), 552–560. https://doi.org/10.1111/1469-7610.00144
Brocki, K. C., & Tillman, C. (2014). Mental set shifting in childhood: The role of working memory and inhibitory control. Infant and Child Development, 23(6), 588–604. https://doi.org/10.1002/icd.1871
Bryan, L. C., & Gast, D. L. (2000). Teaching on-task and on-schedule behaviors to high functioning children with autism via picture activity schedules. Journal of Autism and Developmental Disorders, 30(6), 553–567. https://doi.org/10.1023/a:1005687310346
Bunge, S. A., Dudukovic, N. M., Thomason, M. E., Vaidya, C. J., & Gabrieli, J. D. E. (2002). Immature frontal lobe contributions to cognitive control in children. Neuron, 33(2), 301–311. https://doi.org/10.1016/s0896-6273(01)00583-9
Cannon, L., Kenworthy, L., Alexander, K. C., Werner, M. A., & Anthony, L. (2011). Unstuck and on target!: An executive function curriculum to improve flexibility for children with autism spectrum disorders. Brookes Publishing.
Carnahan, C. R., Williamson, P. S., & Christman, J. (2011). Linking cognition and literacy in students with autism spectrum disorder. TEACHING Exceptional Children, 43(6), 54–62. https://doi.org/10.1177/004005991104300606
Cartwright, K. B., Coppage, E. A., Lane, A. B., Singleton, T., Marshall, T. R., & Bentivegna, C. (2017). Cognitive flexibility deficits in children with specific reading comprehension difficulties. Contemporary Educational Psychology, 50, 33–44. https://doi.org/10.1016/j.cedpsych.2016.01.003
Charman, T., Baron-Cohen, S., Swettenham, J., Baird, G., Cox, A., & Drew, A. (2000). Testing joint attention, imitation, and play as infancy precursors to language and theory of mind. Cognitive Development, 15(4), 481–498. https://doi.org/10.1016/s0885-2014(01)00037-5
Chawarska, K., Klin, A., Paul, R., & Volkmar, F. (2007). Autism spectrum disorder in the second year: Stability and change in syndrome expression. Journal of Child Psychology and Psychiatry, 48(2), 128–138. https://doi.org/10.1111/j.1469-7610.2006.01685.x
Cohen, J. (1988). Statistical Power Analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
Corbett, B. A., Constantine, L. J., Hendren, R., Rocke, D., & Ozonoff, S. (2009). Examining executive functioning in children with autism spectrum disorder, attention deficit hyperactivity disorder and typical development. Psychiatry Research, 166(2–3), 210–222. https://doi.org/10.1016/j.psychres.2008.02.005
Craig, F., Margari, F., Legrottaglie, A., Palumbi, R., De Giambattista, C., & Margari, L. (2016). A review of executive function deficits in autism spectrum disorder and attention-deficit/hyperactivity disorder. Neuropsychiatric Disease and Treatment. https://doi.org/10.2147/ndt.s104620
Davidson, M. M., Kaushanskaya, M., & Ellis Weismer, S. (2018). Reading comprehension in children with and without ASD: The role of word reading, oral language, and working memory. Journal of Autism and Developmental Disorders, 48(10), 3524–3541. https://doi.org/10.1007/s10803-018-3617-7
Demetriou, E. A., Lampit, A., Quintana, D. S., Naismith, S. L., Song, Y. J., Pye, J. E., Hickie, I., & Guastella, A. J. (2018). Autism spectrum disorders: A meta-analysis of executive function. Molecular Psychiatry, 23(5), 1198–1204. https://doi.org/10.1038/mp.2017.75
Dore, R. A., Amendum, S. J., Golinkoff, R. M., & Hirsh-Pasek, K. (2018). Theory of mind: A hidden factor in reading comprehension? Educational Psychology Review, 30(3), 1067–1089. https://doi.org/10.1007/s10648-018-9443-9
Doherty, M. J., & Perner, J. (2020). Mental files: Developmental integration of dual naming and theory of mind. Developmental Review, 56, 100909. https://doi.org/10.1016/j.dr.2020.100909
Dunn, L. M., & Dunn, D. M. (2007). PPVT-4: Peabody picture vocabulary test. Pearson Assessments.
Eigsti, I.-M., de Marchena, A. B., Schuh, J. M., & Kelley, E. (2011). Language acquisition in Autism Spectrum Disorders: A developmental review. Research in Autism Spectrum Disorders, 5(2), 681–691. https://doi.org/10.1016/j.rasd.2010.09.001
Ellis Weismer, S., Davidson, M. M., Gangopadhyay, I., Sindberg, H., Roebuck, H., & Kaushanskaya, M. (2017). The role of nonverbal working memory in morphosyntactic processing by children with specific language impairment and autism spectrum disorders. Journal of Neurodevelopmental Disorders. https://doi.org/10.1186/s11689-017-9209-6
Ellis Weismer, S., Kaushanskaya, M., Larson, C., Mathée, J., & Bolt, D. (2018). Executive function skills in school-age children with autism spectrum disorder: Association with language abilities. Journal of Speech, Language, and Hearing Research, 61(11), 2641–2658. https://doi.org/10.1044/2018_jslhr-l-rsaut-18-0026
Frith, U. (2012). The 38th sir Frederick Bartlett Lecture why we need cognitive explanations of autism. Quarterly Journal of Experimental Psychology, 65(11), 2073–2092. https://doi.org/10.1080/17470218.2012.697178
Frith, U., Morton, J., & Leslie, A. M. (1991). The cognitive basis of a biological disorder: Autism. Trends in Neurosciences, 14(10), 433–438. https://doi.org/10.1016/0166-2236(91)90041-r
Garfield, J. L., Peterson, C. C., & Perry, T. (2001). Social Cognition, language acquisition and the development of the theory of mind. Mind and Language, 16(5), 494–541. https://doi.org/10.1111/1468-0017.00180
Geurts, H. M., van den Bergh, S. F., & Ruzzano, L. (2014). Prepotent response inhibition and interference control in autism spectrum disorders: Two meta-analyses. Autism Research, 7(4), 407–420. https://doi.org/10.1002/aur.1369
Gordon, K. R. (2019). How mixed-effects modeling can advance our understanding of learning and memory and improve clinical and educational practice. Journal of Speech, Language, and Hearing Research, 62(3), 507–524. https://doi.org/10.1044/2018_jslhr-l-astm-18-0240
Gough, P. B., & Tunmer, W. E. (1986). Decoding, reading, and reading disability. Remedial and Special Education, 7(1), 6–10. https://doi.org/10.1177/074193258600700104
Haebig, E., Kaushanskaya, M., & Ellis Weismer, S. (2015). Lexical processing in school-age children with autism spectrum disorder and children with specific language impairment: The role of semantics. Journal of Autism and Developmental Disorders, 45(12), 4109–4123. https://doi.org/10.1007/s10803-015-2534-2
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate Data Analysis: A Global Perspective. Pearson Education.
Hill, E. L. (2004). Executive dysfunction in autism. Trends in Cognitive Sciences, 8(1), 26–32. https://doi.org/10.1016/j.tics.2003.11.003
Ho, C. S. H., Chan, D. W. O., Tsang, S. M., & Lee, S. H. (2007). The Hong Kong test of specific learning difficulties in reading and writing. China. Specific Learning Difficulties Research Team.
Hodgdon, L. Q. (1995). Solving social-behavioral problems through the use of visually supported communication. In K. A. Quill (Ed.), Teaching children with autism: Strategies to enhance communication and socialization (pp. 265–286). Delmar.
Hughes, C., & Leekam, S. (2004). What are the links between theory of mind and social relations? review, reflections and new directions for studies of typical and atypical development. Social Development, 13(4), 590–619. https://doi.org/10.1111/j.1467-9507.2004.00285.x
Hughes, C., & Russell, J. (1993). Autistic children’s difficulty with mental disengagement from an object: Its implications for theories of autism. Developmental Psychology, 29(3), 498–510. https://doi.org/10.1037/0012-1649.29.3.498
Hutchins, T. L., Prelock, P. A., & Chace, W. (2008). Test-retest reliability of a theory of mind task battery for children with autism spectrum disorders. Focus on Autism and Other Developmental Disabilities, 23(4), 195–206. https://doi.org/10.1177/1088357608322998
Jones, A. P., Happé, F. G. E., Gilbert, F., Burnett, S., & Viding, E. (2010). Feeling, caring, knowing: Different types of empathy deficit in boys with psychopathic tendencies and autism spectrum disorder. Journal of Child Psychology and Psychiatry, 51(11), 1188–1197. https://doi.org/10.1111/j.1469-7610.2010.02280.x
Joseph, R., McGrath, L., & Tager-Flusberg, H. (2005). Executive dysfunction and its relation to language ability in verbal school-age children with autism. Developmental Neuropsychology, 27(3), 361–378. https://doi.org/10.1207/s15326942dn2703_4
Joseph, R. M., & Tager-Flusberg, H. (2004). The relationship of theory of mind and executive functions to symptom type and severity in children with autism. Development and Psychopathology, 16(1), 137–155. https://doi.org/10.1017/s095457940404444x
Joshi, R. M., Tao, S., Aaron, P. G., & Quiroz, B. (2012). Cognitive component of componential model of reading applied to different orthographies. Journal of Learning Disabilities, 45(5), 480–486. https://doi.org/10.1177/0022219411432690
Levelt, W. J., Roelofs, A., & Meyer, A. S. (1999). A theory of lexical access in speech production. Behavioral and Brain Sciences. https://doi.org/10.1017/s0140525x99001776
Liss, M., Fein, D., Allen, D., Dunn, M., Feinstein, C., Morris, R., Waterhouse, L., & Rapin, I. (2001). Executive functioning in high-functioning children with autism. Journal of Child Psychology and Psychiatry, 42(2), 261–270. https://doi.org/10.1111/1469-7610.00717
Losh, M., & Capps, L. (2003). Narrative ability in high-functioning children with autism or Asperger’s syndrome. Journal of Autism and Developmental Disorders, 33(3), 239–251. https://doi.org/10.1023/A:1024446215446
Myles, B. S., Hilgenfeld, T. D., Barnhill, G. P., Griswold, D. E., Hagiwara, T., & Simpson, R. L. (2002). Analysis of reading skills in individuals with asperger syndrome. Focus on Autism and Other Developmental Disabilities, 17(1), 44–47. https://doi.org/10.1177/108835760201700104.
Mar, R. A. (2011). The neural bases of social cognition and story comprehension. Annual Review of Psychology, 62(1), 103–134. https://doi.org/10.1146/annurev-psych-120709-145406
McIntyre, N. S., Solari, E. J., Gonzales, J. E., Solomon, M., Lerro, L. E., Novotny, S., Oswald, T. M., & Mundy, P. C. (2017). The scope and nature of reading comprehension impairments in school-aged children with higher-functioning autism spectrum disorder. Journal of Autism and Developmental Disorders, 47(9), 2838–2860. https://doi.org/10.1007/s10803-017-3209-y
McIntyre, N. S., Oswald, T. M., Solari, E. J., Zajic, M. C., Lerro, L. E., Hughes, C., Devine, R. T., & Mundy, P. C. (2018). Social Cognition and reading comprehension in children and adolescents with autism spectrum disorders or typical development. Research in Autism Spectrum Disorders, 54, 9–20. https://doi.org/10.1016/j.rasd.2018.06.004
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. https://doi.org/10.1006/cogp.1999.0734
Mundy, P. (1995). Joint attention and social-emotional approach behavior in children with autism. Development and Psychopathology, 7(1), 63–82. https://doi.org/10.1017/s0954579400006349
Mundy, P., Kim, K., McIntyre, N., Lerro, L., & Jarrold, W. (2016). Brief report: Joint attention and information processing in children with higher functioning autism spectrum disorders. Journal of Autism and Developmental Disorders, 46(7), 2555–2560. https://doi.org/10.1007/s10803-016-2785-6
Naigles, L. R., & Tek, S. (2017). ‘form is easy, meaning is hard’ revisited: (re) characterizing the strengths and weaknesses of language in children with autism spectrum disorder. Wiley Interdisciplinary Reviews: Cognitive Science. https://doi.org/10.1002/wcs.1438
Ng, S. K. (2015). From oral vocabulary to text reading comprehension: The role of working memory (Unpublished dissertation). The University of Hong Kong.
Ozonoff, S., & Jensen, J. (1999). Brief report: Specific executive function profiles in three neurodevelopmental disorders. Journal of Autism and Developmental Disorders, 29(2), 171–177. https://doi.org/10.1023/A:1023052913110
Ozonoff, S., Pennington, B. F., & Rogers, S. J. (1991). Executive function deficits in high-functioning autistic individuals: Relationship to theory of mind. Journal of Child Psychology and Psychiatry, 32(7), 1081–1105. https://doi.org/10.1111/j.1469-7610.1991.tb00351.x
Pennington, B. F., & Ozonoff, S. (1996). Executive functions and Developmental Psychopathology. Journal of Child Psychology and Psychiatry, 37(1), 51–87. https://doi.org/10.1111/j.1469-7610.1996.tb01380.x
Pinheiro, J. C., & Bates, D. M. (2000). Mixed-effects models in S and S-plus. Statistics and Computing. Springer.
Ricketts, J., Jones, C. R., Happé, F., & Charman, T. (2013). Reading comprehension in autism spectrum disorders: The role of Oral Language and social functioning. Journal of Autism and Developmental Disorders, 43(4), 807–816. https://doi.org/10.1007/s10803-012-1619-4
SANZEN Tower of London test [Computer software]. (2017). Retrieved from http://staging.neuropsychological-assessment-tests.com/sanzen-tower-london-test
Sebastian, C. L., Fontaine, N. M., Bird, G., Blakemore, S.-J., De Brito, S. A., McCrory, E. J., & Viding, E. (2012). Neural processing associated with cognitive and affective theory of mind in adolescents and adults. Social Cognitive and Affective Neuroscience, 7(1), 53–63. https://doi.org/10.1093/scan/nsr023
Scheeren, A. M., de Rosnay, M., Koot, H. M., & Begeer, S. (2013). Rethinking theory of mind in high-functioning autism spectrum disorder. Journal of Child Psychology and Psychiatry, 54(6), 628–635. https://doi.org/10.1111/jcpp.12007
Schwenck, C., Mergenthaler, J., Keller, K., Zech, J., Salehi, S., Taurines, R., Romanos, M., Schecklmann, M., Schneider, W., Warnke, A., & Freitag, C. M. (2011). Empathy in children with autism and conduct disorder: Group-specific profiles and developmental aspects. Journal of Child Psychology and Psychiatry, 53(6), 651–659. https://doi.org/10.1111/j.1469-7610.2011.02499.x
Shamay-Tsoory, S. G., Harari, H., Aharon-Peretz, J., & Levkovitz, Y. (2010). The role of the orbitofrontal cortex in affective theory of mind deficits in criminal offenders with psychopathic tendencies. Cortex, 46(5), 668–677. https://doi.org/10.1016/j.cortex.2009.04.008
Snowling, M. J., Stothard, S. E., Clarke, P., Bowyer-Crane, C., Harrington, A., Truelove, E., & Hulme, C. (2009). York assessment of reading for comprehension. GL Assessment.
Su, Y., Naigles, L. R., & Su, L.-Y. (2018). Uneven expressive language development in Mandarin-exposed preschool children with ASD: Comparing vocabulary, grammar, and the decontextualized use of language via the PCDI-toddler form. Journal of Autism and Developmental Disorders, 48(10), 3432–3448. https://doi.org/10.1007/s10803-018-3614-x
Tager-Flusberg, H., Paul, R., & Lord, C. (2005). Language and communication in autism. Handbook of Autism and Pervasive Developmental Disorders, 335–364. https://doi.org/10.1002/9780470939345
Tomasello, M. (2010). Origins of human communication. Pearson.
Tong, S. X., Wong, R. W., Kwan, J. L., & Arciuli, J. (2019). Theory of mind as a mediator of reading comprehension differences between Chinese school-age children with autism and typically developing peers. Scientific Studies of Reading, 24(4), 292–306. https://doi.org/10.1080/10888438.2019.1666133
Van Eylen, L., Boets, B., Steyaert, J., Wagemans, J., & Noens, I. (2015). Executive functioning in autism spectrum disorders: Influence of task and sample characteristics and relation to symptom severity. European Child & Adolescent Psychiatry, 24(11), 1399–1417. https://doi.org/10.1007/s00787-015-0689-1
Waterhouse, L. (2013). Rethinking autism: Variation and complexity. Academic Press.
Wechsler, D. (2011). WASI-II: Wechsler abbreviated scale of Intelligence. Pearson.
Whitby, P. J. S., & Mancil, G. R. (2009). academic achievement profiles of children with high functioning autism and asperger syndrome: A Review of the literature. Education and Training in Developmental Disabilities, 44(4), 551–560.
Woodard, K., Pozzan, L., & Trueswell, J. C. (2016). Taking your own path: Individual differences in executive function and language processing skills in child learners. Journal of Experimental Child Psychology, 141, 187–209. https://doi.org/10.1016/j.jecp.2015.08.005
Wu, H., Lu, F., Yu, B., & Liu, Q. (2020). Phonological Acquisition and Development in Putonghua-speaking children with autism spectrum disorders. Clinical Linguistics & Phonetics, 34(9), 844–860. https://doi.org/10.1080/02699206.2019.1702720
Yeung, P. S., Ho, C. S. H., Chan, D. W. O., & Chung, K. K. H. (2016). A componential model of reading in Chinese. Learning and Individual Differences, 45, 11–24. https://doi.org/10.1016/j.lindif.2015.11.007
Zwaan, R. A. (2003). The immersed experiencer: Toward an embodied theory of language comprehension. Psychology of Learning and Motivation, 44, 35–62. https://doi.org/10.1016/S0079-7421(03)44002-4
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This work was supported by funding from the General Research Fund [17609518, 2018-2021; 17620520, 2020-2023] from the Hong Kong Government Research Council to Dr. Shelley Xiuli Tong. We are grateful to all participants for their participation and cooperation.
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Lee, H.K., Chan, W.S. & Tong, S.X. The heterogeneity and interrelationships among theory of mind, executive function, and reading comprehension deficits in Hong Kong Chinese children with Autism. Read Writ 36, 1539–1565 (2023). https://doi.org/10.1007/s11145-022-10298-y
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DOI: https://doi.org/10.1007/s11145-022-10298-y