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task may be related to complexity. Annals of Dyslexia , 67 (2), 180–199. https://doi.org/10.1007/s11881-017-0141-y Schiff, R., Sasson, A., Star, G., & Kahta, S. (2017). The role of feedback in implicit and explicit artificial grammar learning: a comparison between dyslexic and non-dyslexic adults. Annals of Dyslexia . https://doi.org/10.1007/s11881- 017-0147-5 Schmalz, X., Moll, K., Mulatti, C., & Schulte-Körne, G. (2019). Is statistical learning ability related to reading ability, and if so, why? Scientific Studies of Reading , 23 , 64–76. Senechal, M., Gingras, M., & L’Heureux, L. (2016). Modeling spelling acquisition: The effect of orthographic regularities on silent-letter representations. Scientific Studies of Reading , 20 , 155–162. Siegelman, N., Bogaerts, L., Elazar, A., Arciuli, J., & Frost, R. (2018). Linguistic entrenchment: Prior knowledge impacts statistical learning performance. Cognition , 177 , 198–213. Siegelman, N. & Frost, R. (2015). Statistical learning as an individual ability: Theoretical perspectives and empirical evidence. Journal of Memory and Language , 81 , 105–120. Siegelman, N., Rueckl, J. G., Steacy, L. M., Frost, S. J., van den Bunt, M., Zevin, J. D., Seidenberg, M. S., Pugh, K. R., Compton, D. L., & Morris, R. D. (2020). Individual differences in learning the regularities between orthography, phonology and semantics predict early reading skills. Journal of Memory and Language , 114 . https://doi. org/10.1016/j.jml.2020.104145 Ševa, N., Monaghan, P., & Arciuli, J. (2009). Stressing what is important: Orthographic cues and lexical stress assignment. Journal of Neurolinguistics , 22 (3), 237–249. https://doi.org/10.1016/j.jneuroling.2008.09.002 Smith, P. T., Baker, R. G., & Groat, A. (1982). Spelling as a source of information about children’s linguistic knowledge. British Journal of Psychology , 73 (3), 339–350. https://doi.org/10.1111/j.2044-8295.1982.tb01816.x Snell, J., & Theeuwes, J. (2020). A story about statistical learning in a story: Regularities impact eye movements during book reading. Journal of Memory and Language , 113 . https://doi.org/10.1016/j.jml.2020.104127 Steacy, L. M., Compton, D. L., Petscher, Y., Elliot, J. D., Smith, K., Rueckl. J. G., Sawi, O., Frost, S. J., & Pugh, K. (2019). Development and prediction of context-dependent vowel pronunciation in elementary readers. Scientific Studies of Reading , 23 , 49–63. Sulpizio, S., & Colombo, L. (2017). Early markers of lexical stress in visual word recognition. Memory & Cognition , 45 (8), 1398–1410. https://doi.org/10.3758/s13421017-0735-y Tamura, N., Castles, A., & Nation, K. (2017). Orthographic learning, fast and slow: Lexical competition effects reveal the time course of word learning in developing readers. Cognition , 163 , 93–102. https://doi.org/10.1016/j. cognition.2017.03.002 Thiessen, E.D., Kronstein, A.T., & Hufnagle, D.G. (2013). The extraction and integration framework: A two-process account of statistical learning. Psychological Bulletin , 139 (4), 792–814. doi: 10.1037/a0030801 Tong, Z., Leung, W. W. S., & Tong, X. (2019). Visual statistical learning and orthographic awareness in Chinese children with and without developmental dyslexia. Research in Developmental Disabilities , 92 , 103443. https://doi. org/10.1016/j.ridd.2019.103443 Torkildsen, J. v. K., Arciuli, J., & Wie, O. B. (2019). Individual differences in statistical learning predict children’s reading ability in a semi-transparent orthography. Learning and Individual Differences , 69 , 60–68.

Torkildsen, J. v. K, Dailey, N. S., Aguilar, J. M., Gómez, R., & Plante, E. (2013). Exemplar variability facilitates rapid learning of an otherwise unlearnable grammar by individuals with language-based learning disability. Journal of Speech, Language, and Hearing Research , 56 (2), 618–629. Treiman, R. (2018). Statistical learning and spelling. Language, Speech, and Hearing Services in Schools , 49 , 644–652. https://doi.org/10.1044/2018_LSHSS- STLT1-17-0122 Turk-Browne, N. B., Jungé, J. A., & Scholl, B. J. (2005). The automaticity of visual statistical learning. Journal of Experimental Psychology: General , 134 (4), 552. doi:10.1037/0096-3445.134.4.552 Vellutino, F.R, Fletcher, J. M, Snowling, M. J., & Scanlon, D. M. (2004). Specific reading disability (dyslexia): What have we learned in the past four decades? Journal of Child Psychology and Psychiatry , 45 , 2–40. https://doi. org/10.1046/j.0021-9630.2003.00305.x Wilkinson, G. S., & Robertson, G. J. (2006). Wide range achievement test (4th ed.). Professional manual. Lutz, FL: Psychological Assessment Resources. Witteloostuijn, M., Boersma, P., Wijnen, F., & Rispens, J. (2017). Visual artificial grammar learning in dyslexia: A meta-analysis. Research in Developmental Disabilities , 70 , 126–137. doi:https://doi.org/10.1016/j.ridd.2017.09.006 Wolf, M., & Bowers, P. G. (1999). The double-deficit hypothesis for the developmental dyslexias. Journal of Educational Psychology , 91 (3), 415–438. https://doi. org/10.1037//0022-0663.91.3.415 Woodcock, R. (1998). Woodcock Reading Mastery Test (Revised/Normative Update). Circle Pines, MN: American Guidance Service. Woodcock, R., McGrew, K., & Mather, N. (2001). Woodcock-Johnson Tests of Achievement. Retrieved from https://pdfs.semanticscholar.org/b4b0/7e51f6ecb9fa52b9a 43310fb1675d9a099ee.pdf Yin, L., & McBride, C. (2015). Chinese kindergartners learn to read characters analytically. Psychological Science , 26 (4), 424–432. doi:10.1177/0956797614567203 Yin, L., & McBride, C. (2018). Unspoken knowledge: Kindergarteners are sensitive to patterns in Chinese pinyin before formally learning it. Language, Cognition and Neuroscience , 33 , 65–76. https://doi.org/10.1080/232737 98.2017.1360502 Yu, A., Chen, M, S. Y., Cherodath, S., Hung, D. L., Tzeng, O. J. L., Wu, D. H. (2019). Neuroimaging evidence for sensitivity to orthography-to-phonology conversion in native readers and foreign learners of Chinese. Journal of Neurolinguistics , 50 , 53–70. https://doi.org/10.1016/j. jneuroling.2018.07.002 Zeno, S. M., Ivens, S. H., Millard, R. T., & Duvvuri, R. (1995). The educator’s word frequency guide . Brewster, NY: Touchstone Applied Science Associates. Zevin, J., & Joanisse, M. (2000). Stress assignment in nonword reading. Journal of Cognitive Neuroscience , 41B , S5.

Professor Joanne Arciuli is Dean of Research in the College of Nursing and Health Sciences at Flinders University.

Correspondence to: Professor Joanne Arciuli Dean, Research College of Nursing and Health Sciences Sturt North, GPO Box 2100, Adelaide 5001, South Australia email: joanne.arciuli@flinders.edu.au

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JCPSLP Volume 22, Number 1 2020

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