Reading Pinyin activates sublexcial character orthography for skilled Chinese readers

References

• Baayen, R. H., Davidson, D. J., & Bates, D. M. (2008). Mixed-effects modeling with crossed random effects for subjects and items. Journal of Memory and Language, 59(4), 390–412.
   Web of Science ®Google Scholar
• Bates, D., Maechler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48.
   Web of Science ®Google Scholar
• Bi, Y., Wei, T., Janssen, N., & Han, Z. (2009). The contribution of orthography to spoken word production: Evidence from Mandarin Chinese. Psychonomic Bulletin & Review, 16(3), 555–560.
   PubMed Web of Science ®Google Scholar
• Bolger, D. J., Perfetti, C. A., & Schneider, W. (2005). Cross-cultural effect on the brain revisited: Universal structures plus writing system variation. Human Brain Mapping, 25(1), 92–104.
   PubMed Web of Science ®Google Scholar
• Cai, Q., & Brysbaert, M. (2010). SUBTLEX-CH: Chinese word and character frequencies based on film subtitles. Plos one, 5(6), e10729.
   PubMed Web of Science ®Google Scholar
• Cao, F., Khalid, K., Lee, R., Brennan, C., Yang, Y., Li, K., … Booth, J. R. (2011). Development of brain networks involved in spoken word processing of Mandarin Chinese. NeuroImage, 57(3), 750–759.
   PubMed Web of Science ®Google Scholar
• Chen, Y. P., Allport, D. A., & Marshall, J. C. (1996). What are the functional orthographic units in Chinese word recognition: The stroke or the stroke pattern? The Quarterly Journal of Experimental Psychology, A49, 1024–1043.
   Google Scholar
• Chen, L., Perfetti, C. A., & Leng, Y. (2017). Reading Pinyin activates character orthography for highly experienced learners of Chinese. Bilingualism: Language and Cognition, 1–9.
   Web of Science ®Google Scholar
• Chen, H. C., & Shu, H. (2001). Lexical activation during the recognition of Chinese characters: Evidence against early phonological activation. Psychonomic Bulletin & Review, 8(3), 511–518.
   PubMed Web of Science ®Google Scholar
• Chen, J. M., & Weekes, B. S. (2004). Effects of semantic radicals on Chinese character categorization and character decision. Chinese Journal of Psychology, 46(2), 181–196.
   Google Scholar
• Chen, L., Zhong, L. J., Leng, Y., & Mo, L. (2014). The role of the character graphic information in different Pinyin processing tasks (In Chinese). Acta Psychologica Sinica, 46(11), 1661–1670.
   Google Scholar
• Chen, L., Zhou, X. B., & Wang, Y. H. (2016). The effectiveness and mechanism of Pinyin in Chinese learning (In Chinese). Studies of Psychology and Behavior, 14(5), 715–720.
   Google Scholar
• Ding, G., Peng, D., & Taft, M. (2004). The nature of the mental representation of radicals in Chinese: A priming study. Journal of Experimental Psychology: Learning, Memory, and Cognition, 30(2), 530–539.
   PubMed Web of Science ®Google Scholar
• Feldman, L. B., & Siok, W. W. (1997). The role of component function in visual recognition of Chinese characters. Journal of Experimental Psychology: Learning, Memory, and Cognition, 23(3), 776–781.
   PubMed Web of Science ®Google Scholar
• Feldman, L. B., & Siok, W. W. (1999). Semantic radicals contribute to the visual identification of Chinese characters. Journal of Memory and Language, 40(4), 559–576.
   Web of Science ®Google Scholar
• Fu, S., Chen, Y., Smith, S., Iversen, S., & Matthews, P. M. (2002). Effects of word form on brain processing of written Chinese. NeuroImage, 17(3), 1538–1548.
   PubMed Web of Science ®Google Scholar
• Grainger, J., Diependaele, K., Spinelli, E., Ferrand, L., & Farioli, F. (2003). Masked repetition and phonological priming within and across modalities. Journal of Experimental Psychology: Learning, Memory, and Cognition, 29(6), 1256–1269.
   PubMed Web of Science ®Google Scholar
• Guan, C. Q., Liu, Y., Chan, D. H. L., Ye, F., & Perfetti, C. A. (2011). Writing strengthens orthography and alphabetic-coding strengthens phonology in learning to read Chinese. Journal of Educational Psychology, 103(3), 509–522.
   Web of Science ®Google Scholar
• Klein, G. S. (1964). Semantic power measured through the interference of words with color-naming. The American Journal of Psychology, 77(4), 576–588.
   PubMed Web of Science ®Google Scholar
• Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. (2017). Lmertest package: Tests in linear mixed effects models. Journal of Statistical Software, 82(13), 1–26.
   Web of Science ®Google Scholar
• Leck, K. J., Weekes, B. S., & Chen, M. J. (1995). Visual and phonological pathways to the lexicon: Evidence from Chinese readers. Memory & Cognition, 23(4), 468–476.
   PubMed Web of Science ®Google Scholar
• Lee, C. Y., Tsai, J. L., Chiu, Y. C., Tzeng, J. L. O., & Hung, D. L. (2006a). The early extraction of sublexical phonology in reading Chinese pseudocharacters: An event-related potential study. Language and Linguistics, 7(3), 619–636.
   Google Scholar
• Lee, C. Y., Tsai, J. L., Huang, H. W., Hung, D. L., & Tzeng, O. J. (2006b). The temporal signatures of semantic and phonological activations for Chinese sublexical processing: An event-related potential study. Brain Research, 1121(1), 150–159.
   PubMed Web of Science ®Google Scholar
• Li, H., Shu, H., McBride-Chang, C., Liu, H., & Peng, H. (2012). Chinese children’s character recognition: Visuo-orthographic, phonological processing and morphological skills. Journal of Research in Reading, 35(3), 287–307.
   Web of Science ®Google Scholar
• Lin, D., McBride-Chang, C., Shu, H., Zhang, Y. P., Li, H., Zhang, J., … Levin, I. (2010). Small wins big: Analytic Pinyin skills promote Chinese word reading. Psychological Science, 21, 1117–1122.
   PubMed Web of Science ®Google Scholar
• MacLeod, C. M. (1991). Half a century of research on the Stroop effect: An integrative review. Psychological Bulletin, 109, 163–203.
   PubMed Web of Science ®Google Scholar
• McBride-Chang, C., Bialystok, E., Chong, K., & Li, Y. P. (2004). Levels of phonological awareness in three cultures. Journal of Experimental Child Psychology, 89, 93–111.
   PubMed Web of Science ®Google Scholar
• Perfetti, C., Cao, F., & Booth, J. (2013). Specialization and universals in the development of reading skill: How Chinese research informs a universal science of reading. Scientific Studies of Reading, 17(1), 5–21.
   PubMed Web of Science ®Google Scholar
• Perfetti, C. A., Liu, Y., & Tan, L. H. (2005). The lexical constituency model: Some implications of research on Chinese for general theories of reading. Psychological Review, 112(1), 43–59.
   PubMed Web of Science ®Google Scholar
• Perfetti, C. A., & Tan, L. H. (1998). The time course of graphic, phonological, and semantic activation in Chinese character identification. Journal of Experimental Psychology: Learning, Memory, and Cognition, 24(1), 101–118.
   Web of Science ®Google Scholar
• Perfetti, C. A., & Zhang, S. (1991). Phonological processes in reading Chinese characters. Journal of Experimental Psychology: Learning, Memory, and Cognition, 17(4), 633–643.
   Web of Science ®Google Scholar
• Qu, Q., & Damian, M. F. (2017). Orthographic effects in spoken word recognition: Evidence from Chinese. Psychonomic Bulletin & Review, 24(3), 901–906.
   PubMed Web of Science ®Google Scholar
• Shu, H., Peng, H., & McBride-Chang, C. (2008). Phonological awareness in young Chinese children. Developmental Science, 11, 171–181.
   PubMed Web of Science ®Google Scholar
• Siok, W. T., & Fletcher, P. (2001). The role of phonological awareness and visual-orthographic skills in Chinese reading acquisition. Developmental Psychology, 37(6), 886–899.
   PubMed Web of Science ®Google Scholar
• Su, I. F., & Weekes, B. S. (2007). Effects of frequency and semantic radical combinability on reading in Chinese: An ERP study. Brain and Language, 103(1), 111–112.
   Web of Science ®Google Scholar
• Sun, Y., Yang, Y., Desroches, A. S., Liu, L., & Peng, D. L. (2011). The role of the ventral and dorsal pathways in reading Chinese characters and English words. Brain and Language, 119(2), 80–88.
   PubMed Web of Science ®Google Scholar
• Tsang, Y. K., & Chen, H. C. (2009). Do position-general radicals have a role to play in processing Chinese characters? Language and Cognitive Processes, 24(7–8), 947–966.
   Web of Science ®Google Scholar
• Tsang, Y. K., Wu, Y., Ng, H. T. Y., & Chen, H. C. (2017). Semantic activation of phonetic radicals in Chinese. Language, Cognition and Neuroscience, 32(5), 618–636.
   Web of Science ®Google Scholar
• Warren, R. E. (1974). Association, directionality, and stimulus encoding. Journal of Experimental Psychology, 102(1), 151–158.
   Google Scholar
• Weekes, B. S., Chen, M. J., & Lin, Y. B. (1998). Differential effects of phonological priming on Chinese character recognition. In C. K. Leong & K. Tamaoka (Eds.), Cognitive processing of the Chinese and the Japanese languages (pp. 47–68). Dordrecht: Kluwer Academic Publishers.
   Google Scholar
• Zhang, Q., Chen, H. C., Weekes, B., & Yang, Y. (2009). Independent effects of orthographic and phonological facilitation on spoken word production in Mandarin. Language and Speech, 52(1), 113–126.
   PubMed Web of Science ®Google Scholar
• Zhang, Q., & Damian, M. F. (2012). Effects of orthography on speech production in Chinese. Journal of Psycholinguistic Research, 41(4), 267–283.
   PubMed Web of Science ®Google Scholar
• Zhang, Q., & Weekes, B. S. (2009). Orthographic facilitation effects on spoken word production: Evidence from Chinese. Language and Cognitive Processes, 24(7–8), 1082–1096.
   Web of Science ®Google Scholar
• Zhou, X., & Marslen-Wilson, W. (1999). The nature of sublexical processing in reading Chinese characters. Journal of Experimental Psychology: Learning, Memory, and Cognition, 25(4), 819–837.
   Web of Science ®Google Scholar
• Zhou, X., & Marslen-Wilson, W. (2000). The relative time course of semantic and phonological activation in reading Chinese. Journal of Experimental Psychology: Learning, Memory, and Cognition, 26(5), 1245–1265.
   PubMed Web of Science ®Google Scholar
• Zhou, L., Peng, G., Zheng, H. Y., Su, I. F., & Wang, W. S. (2013). Sub-lexical phonological and semantic processing of semantic radicals: A primed naming study. Reading and Writing, 26(6), 967–989.
   Web of Science ®Google Scholar
• Zhu, Z. X., Liu, L., Ding, G. S., & Peng, D. L. (2009). The influence of Pinyin typewriting experience on orthographic and phonological processing of Chinese characters. Acta Psychologica Sinica, 41(9), 785–792.
   Google Scholar
• Zou, L., Desroches, A. S., Liu, Y., Xia, Z., & Shu, H. (2012). Orthographic facilitation in Chinese spoken word recognition: An ERP study. Brain & Language, 123(3), 164–173.
   PubMed Web of Science ®Google Scholar