Abstract
We examined the role of different cognitive skills in word reading (accuracy and fluency) and spelling accuracy in syllabic Hiragana and morphographic Kanji. Japanese Hiragana and Kanji are strikingly contrastive orthographies: Hiragana has consistent character-sound correspondences with a limited symbol set, whereas Kanji has inconsistent character-sound correspondences with a large symbol set. One hundred sixty-nine Japanese children were assessed at the beginning of grade 1 on reading accuracy and fluency, spelling, phonological awareness, phonological memory, rapid automatized naming (RAN), orthographic knowledge, and morphological awareness, and on reading and spelling at the middle of grade 1. The results showed remarkable differences in the cognitive predictors of early reading accuracy and spelling development in Hiragana and Kanji, and somewhat lesser differences in the predictors of fluency development. Phonological awareness was a unique predictor of Hiragana reading accuracy and spelling, but its impact was relatively weak and transient. This finding is in line with those reported in consistent orthographies with contained symbol sets such as Finnish and Greek. In contrast, RAN and morphological awareness were more important predictors of Kanji than of Hiragana, and the patterns of relationships for Kanji were similar to those found in inconsistent orthographies with extensive symbol sets such as Chinese. The findings suggested that Japanese children learning two contrastive orthographic systems develop partially separate cognitive bases rather than a single basis for literacy acquisition.
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Notes
We call syllabic Hiragana “characters” rather than “letters”, because Japanese language has many single syllable words (e.g., /ki/‘tree’, /te/‘hand’) and a single Hiragana can represent a word by itself.
Although the authors used this as a measure of phonological awareness, it is traditionally used to measure working memory.
In Kakihana et al.’s study, Hiragana reading fluency was only analyzed in the subsample of children who made no errors in the sentence reading fluency task.
Preliminary analysis showed that there was a ceiling effect with the syllable blocks (28 children [17%] had the maximum score) and a floor effect with the phoneme blocks (131 children [78%] could not correctly answer any items). These numbers indicate that separating syllable items from phoneme items would not allow to examine whether the effect is from syllable or phoneme awareness. Additionally, we confirmed that the children who were at ceiling in the syllable blocks also performed significantly better in the phoneme blocks (M = 2.4, SD 3.2) than those who were not at ceiling in the syllable blocks (M = 0.4, SD 1.4; Brunner–Munzel test, p < .001). This suggests that syllable deletion and phoneme deletion can be placed on a continuum of difficulty. Because of these reasons, we decided to use the Elision task that included both syllable elision and phoneme elision as a single measure of phonological awareness.
Although these reading accuracy measures in Hiragana and Kanji can also be called as Hiragana decoding and Kanji word recognition, respectively, we call both tests as measures of reading accuracy for the consistency of our description.
We did this by using 41 words twice rather than using other words because those 59 Kanji characters were taken from grade 1 textbooks as all had been introduced by the time of testing and other Kanji characters had not been taught to children yet.
References
Akamatsu, N. (2005). Literacy acquisition in Japanese–English bilinguals. In R. M. Joshi & P. G. Aaron (Eds.), Handbook of orthography and literacy (pp. 481–496). London: Routledge.
Akita, K., & Hatano, G. (1999). Learning to read and write in Japanese. In M. Harris & G. Hatano (Eds.), Learning to read and write: A cross-linguistic perspective (pp. 214–234). Cambridge: Cambridge University Press.
Amano, K. (1988). Phonemic analysis of words and literacy acquisition among children. Annual Report of Educational Psychology in Japan, 27, 142–164.
Araújo, S., Reis, A., Petersson, K. M., & Faísca, L. (2015). Rapid automatized naming and reading performance: A meta-analysis. Journal of Educational Psychology, 107, 868–883. doi:10.1037/edu0000006.
Aro, M., & Wimmer, H. (2003). Learning to read: English in comparison to six more regular orthographies. Applied Psycholinguistics, 24, 621–635. doi:10.1017/S0142716403000316.
Barker, T. A., Torgesen, J. K., & Wagner, R. K. (1992). The role of orthographic processing skills of five different reading tasks. Reading Research Quarterly, 27, 334–345. doi:10.2307/747673.
Bowers, P. G., & Wolf, M. (1993). Theoretical links among naming speed, precise timing mechanisms and orthographic skills in dyslexia. Reading and Writing: An Interdisciplinary Journal, 5, 69–85. doi:10.1007/BF01026919.
Browne, M. W., & Cudeck, R. (1993). Alternative ways in assessing model fit. In K. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park, CA: Sage.
Caravolas, M., Lervåg, A., Mousikou, P., Efrim, C., Litavsky, M., Onochie-Quintanilla, E., et al. (2012). Common patterns of prediction of literacy development in different alphabetic orthographies. Psychological Science, 23, 678–686. doi:10.1177/0956797611434536.
Carlisle, J. F., & Goodwin, A. (2013). Morphemes matter: How morphological knowledge contributes to reading and writing. In C. A. Stone, E. R. Silliman, B. J. Ehren, & G. P. Wallach (Eds.), Handbook of language and literacy: Development and disorders (2nd ed., pp. 265–282). New York, NY: Guilford.
Cho, J.-R., & Chiu, M. M. (2015). Rapid naming in relation to reading and writing in Korean (Hangul), Chinese (Hanja) and English among Korean children: A 1-year longitudinal study. Journal of Research in Reading, 38, 387–404. doi:10.1111/1467-9817.12020.
Chow, B. W.-Y., McBride-Chang, C., & Burgess, S. (2005). Phonological processing skills and early reading abilities in Hong Kong Chinese kindergarteners learning to read English as a second language. Journal of Educational Psychology, 97, 81–87. doi:10.1037/0022-0663.97.1.81.
Coulmas, F. (2003). Writing systems: An introduction to their linguistic analysis. Cambridge: Cambridge University Press.
de Jong, P. F., & van der Leij, A. (2003). Developmental changes in the manifestation of a phonological deficit in dyslexic children learning to read a regular orthography. Journal of Educational Psychology, 95, 22–40. doi:10.1037/0022-0663.95.1.22.
Ellis, N. C., Natsume, M., Stavropoulou, K., Hoxhallari, L., Daal, V. H. P., Polyzoe, N., et al. (2004). The effects of orthographic depth on learning to read alphabetic, syllabic, and logographic scripts. Reading Research Quarterly, 39, 438–468. doi:10.1598/RRQ.39.4.5.
Furnes, B., & Samuelsson, S. (2011). Phonological awareness and rapid automatized naming predicting early development in reading and spelling: Results from a cross-linguistic longitudinal study. Learning and Individual Differences, 21, 85–95. doi:10.1016/j.lindif.2010.10.005.
Georgiou, G. K., Aro, M., Liao, C.-H., & Parrila, R. (2016). Modeling the relationship between rapid automatized naming and literacy skills across languages varying in orthographic consistency. Journal of Experimental Child Psychology, 143, 48–64. doi:10.1016/j.jecp.2015.10.017.
Georgiou, G. K., Hirvonen, R., Liao, C.-H., Manolitsis, G., Parrila, R., & Nurmi, J.-E. (2011). The role of achievement strategies on literacy acquisition across languages. Contemporary Educational Psychology, 36, 130–141. doi:10.1016/j.cedpsych.2011.01.001.
Georgiou, G. K., Parrila, R., & Papadopoulos, T. C. (2008). Predictors of word decoding and reading fluency across languages varying in orthographic consistency. Journal of Educational Psychology, 100, 566–580. doi:10.1037/0022-0663.100.3.566.
Georgiou, G. K., Torppa, M., Manolitsis, G., Lyytinen, H., & Parrila, R. (2012). Longitudinal predictors of reading and spelling across languages varying in orthographic consistency. Reading and Writing: An Interdisciplinary Journal, 25, 321–346. doi:10.1007/s11145-010-9271-x.
Graham, J. W. (2009). Missing data analysis: Making it work in the real world. Annual Review of Psychology, 60, 549–576. doi:10.1146/annurev.psych.58.110405.085530.
Hanley, J. R. (2005). Learning to read in Chinese. In M. J. Snowling & C. Hulme (Eds.), The science of reading: A handbook (pp. 316–335). Oxford: Blackwell.
Hayashi, Y., & Murphy, V. A. (2013). On the nature of morphological awareness in Japanese–English bilingual children: A cross-linguistic perspective. Bilingualism: Language and Cognition, 16, 49–67. doi:10.1017/S1366728912000181.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indices in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55. doi:10.1080/10705519909540118.
Inomata, T., Uno, A., & Haruhara, N. (2013). Investigation of cognitive factors affecting reading and spelling abilities of hiragana characters in kindergarten children. Japan Journal of Logopedics and Phoniatrics, 54, 122–128.
Inoue, T., Higashibara, F., Okazaki, S., & Maekawa, H. (2012). Relation between reading and phonological processing in children with reading difficulties: Reading latency and articulation time. Japanese Journal of Special Education, 49, 435–444. doi:10.6033/tokkyou.49.435.
Iwata, M. (1984). Kanji versus Kana: Neuropsychological correlates of the Japanese writing system. Trends in Neurosciences, 7, 290–293. doi:10.1016/S0166-2236(84)80198-8.
Japan Foundation for Educational and Cultural Research. (1998). Kanji mastery levels for each graders at Japanese elementary school. http://www.jfecr.or.jp/publication/pub-data/kanji/index.html
Japanese WISC-IV Publication Committee. (2010). Japanese version of Wechsler intelligence scale for children (4th ed.). Tokyo: Nihon Bunka Kagakusha.
Juul, H., Poulsen, M., & Elbro, C. (2014). Separating speed from accuracy in beginning reading development. Journal of Educational Psychology, 106, 1096–1106. doi:10.1037/a0037100.
Kakihana, S., Ando, J., Koyama, M., Iitaka, S., & Sugawara, I. (2009). Cognitive factors relating to the development early literacy in the Kana syllabary. Japanese Journal of Educational Psychology, 57, 295–308.
Katz, L., & Frost, R. (1992). The reading process is different for different orthographies: The orthographic depth hypothesis. In R. Frost & L. Katz (Eds.), Orthography, phonology, morphology, and meaning (pp. 67–84). Amsterdam, North-Holland: Elsevier.
Kim, Y.-S. (2011). Proximal and distal predictors of reading comprehension: Evidence from young Korean readers. Scientific Studies of Reading, 15, 167–190. doi:10.1080/10888431003653089.
Kirby, J. R., Deacon, S. H., Bowers, P. N., Izenberg, L., Wade-Woolley, L., & Parrila, R. (2012). Children’s morphological awareness and reading ability. Reading and Writing: An Interdisciplinary Journal, 25, 389–410. doi:10.1007/s11145-010-9276-5.
Kirby, J. R., Georgiou, G. K., Martinussen, R., & Parrila, R. (2010). Naming speed and reading: From prediction to instruction. Reading Research Quarterly, 45, 341–362. doi:10.1598/RRQ.45.3.4.
Kobayashi, M. S., Haynes, C. W., Macaruso, P., Hook, P. E., & Kato, J. (2005). Effects of mora deletion, nonword repetition, rapid naming, and visual search performance on beginning reading in Japanese. Annals of Dyslexia, 55, 105–128. doi:10.1007/s11881-005-0006-7.
Kobayashi, T., Inagaki, M., Gunji, A., Yatabe, K., Kaga, M., Goto, T., et al. (2010). Developmental changes in reading ability of Japanese elementary school children: Analysis of 4 Kana reading tasks. No To Hattatsu, 42, 15–21. doi:10.11251/ojjscn.42.15.
Kono, T., Hirabayashi, R., & Nakamura, K. (2009). Handwriting speed and accuracy of Japanese elementary school students when writing from dictation. Japanese Journal of Special Education, 46, 269–278.
Koyama, M. S., Hansen, P. C., & Stein, J. F. (2008). Logographic Kanji versus phonographic Kana in literacy acquisition. Annals of the New York Academy of Sciences, 1145, 41–55. doi:10.1196/annals.1416.005.
Landerl, K., & Wimmer, H. (2008). Development of word reading fluency and spelling in a consistent orthography: An 8-year follow-up. Journal of Educational Psychology, 100, 150–161. doi:10.1037/0022-0663.100.1.150.
Leppänen, U., Nieme, P., Aunola, K., & Nurmi, J.-E. (2006). Development of reading and spelling Finnish from preschool to Grade 1 and Grade 2. Scientific Studies of Reading, 10, 3–30. doi:10.1207/s1532799xssr1001_2.
Lervåg, A., Bråten, I., & Hulme, C. (2009). The cognitive and linguistic foundations of early reading development: A Norwegian latent variable longitudinal study. Developmental Psychology, 45, 764–781. doi:10.1037/a0014132.
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, 287–307. doi:10.1111/j.1467-9817.2010.0146208.7x.
MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation analysis. Annual Review of Psychology, 58, 593–614. doi:10.1146/annurev.psych.58.110405.085542.
Mann, V., & Wimmer, H. (2002). Phoneme awareness and pathways into literacy: A comparison of German and American children. Reading and Writing: An Interdisciplinary Journal, 15, 653–682. doi:10.1023/A:1020984704781.
McBride-Chang, C., Cho, J.-R., Liu, H., Wagner, R. K., Shu, H., Zhou, A., et al. (2005). Changing models across cultures: Associations of phonological awareness and morphological structure awareness with vocabulary and word recognition in second graders from Beijing, Hong Kong, Korea, and the United States. Journal of Experimental Child Psychology, 92, 140–160. doi:10.1016/j.jecp.2005.03.009.
McBride-Chang, C., & Kail, R. V. (2002). Cross-cultural similarities in the predictors of reading acquisition. Child Development, 73, 1392–1407. doi:10.1111/1467-8624.00479.
Mikami, H., Nohara, Y., & Tanabe, M. (2008a). Research on learning letters and reading readiness in early childhood. Bulletin of Nagoya University of Arts, 29, 345–365.
Mikami, H., Nohara, Y., & Tanabe, M. (2008b). Study on the ability necessary to preparation for learning in the primary school (3). Bulletin of Nagoya University of Arts Junior College, 40, 23–30.
Ministry of Internal Affairs and Communications. (2011). 2010 Population Census. http://www.e-stat.go.jp/SG1/estat/List.do?bid=000001034991&cycode=0
Moll, K., Ramus, F., Bartling, J., Bruder, J., Kunze, S., Neuhoff, N., et al. (2014). Cognitive mechanisms underlying reading and spelling development in five European orthographies. Learning and Instruction, 29, 65–77. doi:10.1016/j.learninstruc.2013.09.003.
Muthén, L. K., & Muthén, B. O. (1998–2015). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
Nag, S. (2007). Early reading in Kannada: The pace of acquisition of orthographic knowledge and phonemic awareness. Journal of Research in Reading, 30, 7–22. doi:10.1111/j.1467-9817.2006.00329.x.
Nag, S. (2014). Alphabetism and the science of reading: From the perspective of the akshara languages. Frontiers in Psychology, 5(866), 1–3. doi:10.3389/fpsyg.2014.00866/full.
Nag, S., Caravolas, M., & Snowling, M. J. (2011). Beyond alphabetic processes: Literacy and its acquisition in the alphasyllabic languages. Reading and Writing: An Interdisciplinary Journal, 24, 615–622. doi:10.1007/s11145-010-9259-6.
Nag, S., & Snowling, M. J. (2012). Reading in an alphasyllabary: Implications for a language universal theory of learning to read. Scientific Studies of Reading, 16, 404–423. doi:10.1080/10888438.2011.576352.
Nag, S., Treiman, R., & Snowling, M. J. (2010). Learning to spell in alphasyllabary: The case of Kannada. Writing Systems Research, 2, 41–52. doi:10.1093/wsr/wsq001.
National Institute for Japanese Language and Linguistics. (1972). Reading and writing ability in pre-school children. Tokyo: Tokyo Shoseki.
National Nursery Teachers Training Council. (2015). Data on early childhood education. http://www.hoyokyo.or.jp/nursing_hyk/reference/27-2s7-10.pdf
Nielsen, A.-M. V., & Juul, H. (2016). Predictors of early versus later spelling development in Danish. Reading and Writing: An Interdisciplinary Journal, 29, 245–266. doi:10.1007/s11145-015-9591-y.
Nikolopoulos, D., Goulandris, N., Hulme, C., & Snowling, M. J. (2006). The cognitive bases of learning to read and spell in Greek: Evidence from a longitudinal study. Journal of Experimental Child Psychology, 94, 1–17. doi:10.1016/j.jecp.2005.11.006.
Park, H.-R., & Uno, A. (2015). Cognitive abilities underlying reading accuracy, fluency and spelling acquisition in Korean Hangul learners from Grades 1 to 4: A cross-sectional study. Dyslexia, 21, 235–253. doi:10.1002/dys.1500.
Parrila, R. K., Kirby, J. R., & McQuarrie, L. (2004). Articulation rate, naming speed, verbal short-term memory, and phonological awareness: Longitudinal predictors of early reading development? Scientific Studies of Reading, 8, 3–26. doi:10.1207/s1532799xssr0801_2.
Patel, T. K., Snowling, M. J., & de Jong, P. F. (2004). A cross-linguistic comparison of children learning to read in English and Dutch. Journal of Educational Psychology, 96, 785–797. doi:10.1037/0022-0663.96.4.785.
Perfetti, C., Cao, F., & Booth, J. R. (2013). Specialization and universals in the development of reading skill: How Chinese research informs a universal science of reading. Scientific Studies of Reading, 17, 5–21. doi:10.1080/10888438.2012.689786.
Plaza, M., & Cohen, H. (2007). The contribution of phonological awareness and visual attention in early reading and spelling. Dyslexia, 13, 67–76. doi:10.1002/dys.330.
Research Group for Formulation of Diagnostic Criteria and Medical Guideline for Specific Developmental Disorders (Ed.). (2010). Diagnostic criteria and medical guideline for specific developmental disorders. Tokyo: Shindan To Chiryosha.
Sambai, A., Uno, A., Kurokawa, S., Haruhara, N., Kaneko, M., Awaya, N., et al. (2012). An investigation into kana reading development in normal and dyslexic Japanese children using length and lexicality effects. Brain and Development, 34, 520–528. doi:10.1016/j.braindev.2011.09.005.
Seymour, P. H. K., Aro, M., & Erskine, J. M. (2003). Foundation literacy acquisition in European orthographies. British Journal of Psychology, 94, 143–174. doi:10.1348/000712603321661859.
Shrout, P. E., & Bolger, N. (2002). Mediation in experimental and nonexperimental studies: New procedures and recommendations. Psychological Methods, 7, 422–445. doi:10.1037/1082-989X.7.4.422.
Shu, H., McBride-Chang, C., Wu, S., & Liu, H. (2006). Understanding Chinese developmental dyslexia: Morphological awareness as a core cognitive construct. Journal of Educational Psychology, 98, 122–133. doi:10.1037/0022-0663.98.1.122.
Smith, J. S. (1996). Japanese writing. In P. T. Daniels & W. Bright (Eds.), The world’s writing systems (pp. 209–217). Oxford: Oxford University Press.
Tabachnick, B. G., & Fidell, L. S. (2012). Using multivariate statistics (6th ed.). Boston, MA: Pearson.
Tajima, K. (1989). Computer and kanji. In K. Sato (Ed.), Kanji koza (Lectures on kanji) (Vol. 11, pp. 229–257)., Kanji to kokuji mondai (Kanji and the problems of the national language) Tokyo: Meijishoin.
Taylor, I., & Taylor, M. (2014). Writing and literacy in Chinese, Korean, and Japanese: Studies in written language and literacy 14 (2nd ed.). Philadelphia, PA: John Benjamins.
Torppa, M., Lyytinen, P., Erskine, J., Eklund, K., & Lyytinen, H. (2010). Language development, literacy skills, and predictive connections to reading in Finnish children with and without familial risk for dyslexia. Journal of Learning Disabilities, 43, 308–321. doi:10.1177/0022219410369096.
Uno, A., Wydell, T. N., Haruhara, N., Kaneko, M., & Shinya, N. (2009). Relationship between reading/writing skills and cognitive abilities among Japanese primary-school children: normal readers versus poor readers (dyslexics). Reading and Writing: An Interdisciplinary Journal, 22, 755–789. doi:10.1007/s11145-008-9128-8.
Vaessen, A., Bertrand, D., Tóth, D., Csépe, V., Faísca, L., Reis, A., et al. (2010). Cognitive development of fluent word reading does not qualitatively differ between transparent and opaque orthographies. Journal of Educational Psychology, 102, 827–842. doi:10.1037/a0019465.
Vaessen, A., & Blomert, L. (2013). The cognitive linkage and divergence of spelling and reading development. Scientific Studies of Reading, 17, 89–107. doi:10.1080/10888438.2011.614665.
Verhagen, W. G. M., Aarnoutse, C. A. J., & van Leeuwe, J. F. J. (2009). Spelling and word recognition in Grades 1 and 2: Relations to phonological awareness and naming speed in Dutch children. Applied Psycholinguistics, 31, 59–80. doi:10.1017/S0142716409990166.
Wijayathilake, M. A. D. K., & Parrila, R. (2014). Predictors of word reading skills in good and struggling readers in Sinhala. Writing Systems Research, 6, 120–131. doi:10.1080/17586801.2013.846844.
Xue, J., Shu, H., Li, H., Li, W., & Tian, X. (2013). The stability of literacy-related cognitive contributions to Chinese character naming and reading fluency. Journal of Psycholinguistic Research, 42, 433–450. doi:10.1007/s10936-012-9228-0.
Yeung, P.-S., Ho, C. S.-H., Chik, P. P.-M., Lo, L.-Y., Luan, H., Chan, D. W.-O., et al. (2011). Reading and spelling Chinese among beginning readers: What skills make a difference? Scientific Studies of Reading, 15, 285–313. doi:10.1080/10888438.2010.482149.
Ziegler, J. C., Bertrand, D., Toth, D., Csépe, V., Reis, A., Faisca, L., et al. (2010). Orthographic depth and its impact on universal predictors of reading: A cross-language investigation. Psychological Science, 21, 551–559. doi:10.1177/0956797610363406.
Ziegler, J. C., Perry, C., Ma-Wyatt, A., Ladner, D., & Schulte-Körne, G. (2003). Developmental dyslexia in different languages: Language-specific or universal? Journal of Experimental Child Psychology, 86, 169–193. doi:10.1016/S0022-0965(03)00139-5.
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This work was supported by JSPS KAKENHI Grant No. 26780523 for Tomohiro Inoue. The authors are grateful to the children, parents, teachers, and school personnel who made this study possible. We further thank the following people for their help: Takako Oshiro, Hirofumi Imanaka, Hiroyuki Kitamura, Keiko Shindo, Katsutoshi Sato, Saori Beppu, Miyuki Nagaoka, and Haruka Watanabe.
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Inoue, T., Georgiou, G.K., Muroya, N. et al. Cognitive predictors of literacy acquisition in syllabic Hiragana and morphographic Kanji. Read Writ 30, 1335–1360 (2017). https://doi.org/10.1007/s11145-017-9726-4
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DOI: https://doi.org/10.1007/s11145-017-9726-4