Skip to main content

Advertisement

Log in

The Contribution of Radical Knowledge and Character Recognition to L2 Chinese Reading Comprehension

  • Published:
Journal of Psycholinguistic Research Aims and scope Submit manuscript

A Correction to this article was published on 28 June 2022

This article has been updated

Abstract

Although there have been extensive theoretical discussions on the various component skills needed in comprehending texts in L2 English and L1 Chinese, empirical investigations on the component skills of L2 Chinese are scarce. This study attempts to fill in this gap by investigating the direct and indirect contributions of two lower-level latent component skills, radical knowledge and character recognition, to L2 Chinese passage-level reading comprehension. Radical knowledge was measured by a Receptive Semantic Radical Knowledge Test and a Semantic Radical Meaning Matching Test. Character recognition was assessed by a Lexical Decision Test and a Character Knowledge Test. Two tests, a Multiple-choice Test and a Cloze Test, were adopted to measure textual reading comprehension. The data were collected from 209 learners of Chinese as a second language (CSL). Radical knowledge was found to have a significant direct effect on character recognition and significant indirect effect on L2 Chinese reading through the mediation of character recognition. Character recognition was found to have a significant direct effect on reading comprehension. Taken together, this study suggests the importance of lower-level character and sub-character component skills to L2 Chinese reading.

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.

Fig. 1
Fig. 2

Similar content being viewed by others

Data Availability

Yes.

Change history

References

  • Adams, M. (1990). Beginning to read: Thinking and learning about print. MIT Press.

    Google Scholar 

  • Alderson, J. C. (2000). Assessing reading. New York: Cambridge University Press. American Councils for International Education, American Council for the Teaching of Foreign Languages, the Center for Applied Linguistics, and the Modern Language Association. (2017). The National K-16 Foreign Language Enrollment Survey Report. Retrieved from https://www.americancouncils.org/sites/default/files/FLE-report.pdf Department of Education, People's Republic of China (2018). http://www.moe.gov.cn/jyb_xwfb/gzdt_gzdt/s5987/201904/t20190412_377692.html

  • American Councils et al. (2017). The national K-12 foreign language enrollement survey report. Retrieved from https://www.americancouncils.org/sites/default/files/FLE-report-June17.pdf

  • Chen, H.-C. (1986). Component detection in reading Chinese characters. In H. S. R. Kao & R. Hoosain (Eds.), Linguistics, psychology, and the Chinese language Centre of Asian Studies (pp. 1–10). University of Hong Kong.

    Google Scholar 

  • Chen, P. (1999). Modern Chinese: History and Sociolinguistics. Cambridge University Press.

    Book  Google Scholar 

  • Chen, T. (2019). Joint contributions of multilevel linguistic knowledge to character meaning retention in L2 Chinese. Journal of Psycholinguist Research, 48, 129–143. https://doi.org/10.1007/s10936-018-9594-3

    Article  Google Scholar 

  • Council of Europe. (2001). Common European framework of reference for languages: Learning, teaching, assessment. Press Syndicate of the University of Cambridge.

    Google Scholar 

  • Day, R., & Bamford, J. (2002). Top ten principles for teaching extensive reading. Reading in a Foreign Language, 14(2), 136–141.

    Google Scholar 

  • Day, R. R., & Bamford, J. (1998). Extensive reading in the second language classroom (3rd ed.). New York: Cambridge University Press.

    Google Scholar 

  • Feldman, L. B., & Siok, W. W. T. (1999). Semantic radicals contribute to the visual identification of Chinese characters. Journal of Memory and Language, 40, 559–576.

    Article  Google Scholar 

  • Gorsuch, G., & Taguchi, E. (2010). Developing reading fluency and comprehension using repeated reading: Evidence from longitudinal student reports. Language Teaching Research, 14(1), 27–59.

    Article  Google Scholar 

  • Gough, P. B., Hoover, W. A., Peterson, C. L., Cornoldi, C., & Oakhill, J. (1996). Some observations on a simple view of reading. In C. Cornoldi & J. Oakhill (Eds.). Reading comprehension difficulties: Processes and intervention (pp. 1–14). Newyork: Routledge.

  • Gough, P. B., & Tunmer, W. E. (1986). Decoding, reading, and reading disability. Remedial and Special Education, 7(1), 6–10.

    Article  Google Scholar 

  • Grabe, W. (2009). Reading in a second language: Moving from theory to practice. Cambridge University Press.

    Google Scholar 

  • Hancock, G. R., & Schoonen, R. (2015). Structural equation modeling: Possibilities for language learning researchers1. Language Learning, 65, 160–184. https://doi.org/10.1111/lang.12116

    Article  Google Scholar 

  • Haastrup, K. (1991). Lexical inferencing procedures, or, talking about words: Receptive procedures in foreign language learning with special reference to English (Vol. 14). Gunter Narr Verlag.

  • Ho, C.S.-H., Ng, T.-T., & Ng, W.-K. (2003). A “radical” approach to reading development in Chinese: The role of semantic radicals and phonetic radicals. Journal of Literacy Research, 35(3), 849–878. https://doi.org/10.1207/s15548430jlr3503_3

    Article  Google Scholar 

  • Isemonger, I. M. (2007). Operational definitions of explicit and implicit knowledge: Response to R. Ellis (2005) and some recommendations for future research in thisarea. Studies in Second Language Acquisition, 29, 101–118.

    Article  Google Scholar 

  • Jackson, N., Everson, M., & Ke, C. (2003). Beginning readers' awareness of the orthographic structure of semantic–phonetic compounds: Lessons from a study of learners of Chinese as a foreign language. In C. McBride-Chang & H. C. Chen (Eds.), Reading development in Chinese children (pp. 142–153). Praeger.

    Google Scholar 

  • Jeon, E. H., & Yamashita, J. (2014). L2 Reading comprehension and its correlates: A Meta-Analysis. Language Learning, 64(1), 160–212.

    Article  Google Scholar 

  • Kelloway, E. K. (2015). Using mplus for structural equation modeling: A researcher's guide. SAGE Publications, Inc. https://doi.org/10.4135/9781483381664

    Book  Google Scholar 

  • Kline, R. B. (2010). Principles and practice of structural equation modeling (3rd ed.). Guilford Press.

    Google Scholar 

  • Leong, C. K., Tse, S. K., Loh, K. Y., & Hau, K. T. (2008). Text comprehension in Chinese children: Relative contribution of verbal working memory, pseudoword reading, rapid automatized naming, and onset-rime phonological segmentation. Journal of Educational Psychology, 100(1), 135–149. https://doi.org/10.1037/0022-0663.100.1.135

    Article  Google Scholar 

  • Leong, C. K., Tse, S. K., Loh, K. Y., & Ki, W. W. (2011). Orthographic knowledge important in comprehending elementary Chinese text by users of alphasyllabaries. Reading Psychology, 32(3), 237–271. https://doi.org/10.1080/02702711.2010.495605

    Article  Google Scholar 

  • Li, H., & Chen, H.-C. (1997). Processing of radicals in Chinese character recognition. In H. C. Chen (Ed.), The cognitive processing of Chinese and related asian languages (pp. 141–160). Chinese University Press.

    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.

    Article  Google Scholar 

  • Li, Y., Kang, J. S., Wei, L., & Zhang, S. Y. (1992). A study of pictophonetic characters in modern Chinese. Journal of Chinese Applied Linguistics, 1, 74–83.

    Google Scholar 

  • Liu, Y. L., & Ma, J. F. (Eds.). (2010). Hanyu guoji jiaoyu yong yinjie hanzi cihui dengji huafen [The graded Chinese syllables, characters and words for the application of Teaching Chinese to speakers of other languages]. Beijing Language and Culture University Press.

    Google Scholar 

  • MacIntyre, P. D., & Charos, C. (1996). Personality, attitudes, and affect as predictors of second language communication. Journal of Language and Social Psychology, 15, 3–26.

    Article  Google Scholar 

  • McBride-Chang, C., & Ho, C.S.-H. (2005). Predictors of beginning reading in Chinese and English: A 2-year longitudinal study of Chinese kindergartners. Scientific Studies of Reading, 9, 117–144.

    Article  Google Scholar 

  • McBride-Chang, C., Shu, H., Zhou, A. B., Wat, C. P., & Wagner, R. K. (2003). Morphological awareness uniquely predicts young children's Chinese character recognition. Journal of Educational Psychology, 95(4), 743–751.

    Article  Google Scholar 

  • Mo, D. (2013). Lexical and sublexical processing in Chinese character recognition (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database. (Order No. 1525028676).

  • Pan, J., McBride-Chang, C., Shu, H., Liu, H., Zhang, Y., & Li, H. (2011). What is in thenaming? A 5-year longitudinal study of early rapid naming and phonological sensitivity in relation to subsequent reading skills in both native Chinese and English as a second language. Journal of Educational Psychology, 103(4), 897–908.

    Article  Google Scholar 

  • Peng, P., Lee, K., Luo, J., Li, S., Joshi, R. M., & Tao, S. (2021). Simple view of reading in Chinese: A one-stage meta-analytic structural equation modeling. Review of Educational Research, 91(1), 3–33. https://doi.org/10.3102/0034654320964198

    Article  Google Scholar 

  • Perfetti, C. A. (1985). Reading ability. Oxford University Press.

    Google Scholar 

  • Perfetti, C. A. (1992). The representation problem in reading acquisition. In P. B. Gough, L. C. Ehri, & R. Treiman (Eds.), Reading acquisition (pp. 145–174). Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Perfetti, C. A. (1999). Comprehending written language: A blueprint of the reader. In The neurocognition of language (pp. 167–208).

  • Perfetti, C. A. (2007). Reading ability: Lexical quality to comprehension. Scientific Studies of Reading, 11(4), 357–383.

    Article  Google Scholar 

  • Qian, Y., Song, Y. W., Zhao, J., & Bai, H. Y. (2015). The developmental trend of orthographic awareness in Chinese preschoolers. Reading & Writing, 28, 571–586. https://doi.org/10.1007/s11145-014-9538-8

    Article  Google Scholar 

  • Qiu, X. G. (2000). Chinese Writing. In G. L. Mattos & J. Norman (Eds.), Trans. University of California, Berkeley.

    Google Scholar 

  • Saito, Y., Garza, T. J., & Horwitz, E. K. (1999). Foreign language reading anxiety. The Modern Language Journal, 83(2), 202–218.

    Article  Google Scholar 

  • Schoonen, R., Van Gelderen, A., De Glopper, K., Hulstijn, J., Simis, A., Snellings, P., et al. (2003). First language and second language writing: The role of linguistic fluency, linguistic knowledge and metacognitive knowledge. Language Learning, 53, 165–202.

    Article  Google Scholar 

  • Schoonen, R., Van Gelderen, A., Stoel, R., Hulstijn, J., & De Glopper, K. (2011). Modeling the development of L1 and EFL writing proficiency of secondary-school students. Language Learning, 61, 31–79.

    Article  Google Scholar 

  • Schumacker, R. E., & Lomax, R. G. (2010). A beginner's guide to structural equation modeling (3rd ed.). Erlbaum.

    Google Scholar 

  • Shen, H. H. (2000). Radical knowledge and character learning among learners of Chinese as a foreign language. Linguistic Studies, 6, 85–93.

    Google Scholar 

  • Shen, H. H., & Jiang, X. (2013). Character reading fluency, word segmentation accuracy, and reading comprehension in L2 Chinese. Reading in a Foreign Language, 25(1), 1–25.

    Google Scholar 

  • Shen, H. H., & Ke, C. (2007). Radical awareness and word acquisition among nonnative learners of Chinese. The Modern Language Journal, 91(1), 97–111.

    Article  Google Scholar 

  • Shiotsu, T., & Weir, C. J. (2007). The relative significance of syntactic knowledge and vocabulary breadth in the prediction of reading comprehension test performance. Language Testing, 24, 99–128.

    Article  Google Scholar 

  • Shu, H. (2003). Chinese writing system and learning to read. International Journal of Psychology, 38(5), 274–285.

    Article  Google Scholar 

  • Shu, H., & Anderson, R. C. (1997). Role of radical awareness in the character and word acquisition of Chinese children. Reading Research Quarterly, 32(1), 78–89.

    Article  Google Scholar 

  • Siok, W. T., & Fletcher, P. (2001). The role of phonological awareness and visual-orthographic skills in Chinese reading acquisition. Developmental Psychology, 37, 886–899.

    Article  PubMed  Google Scholar 

  • Song, S., Su, M., Kang, C., Liu, H., Zhang, Y., McBride‐Chang, C., Tardif, T., Li, H., Liang, W. L., Zhang, Z. X., & Shu, H. (2015). Tracing children’s vocabulary development from preschool through the school‐age years: An 8‐year longitudinal study. Developmental Science, 18(1), 119–131.

    Article  PubMed  Google Scholar 

  • Su, X. (2010). Radical awareness among Chinese-as-a-foreign-language learners (Doctorial dissertation). Retrieved from ProQuest Dissertations and Theses database (Order No. 3462359).

  • Sun, C. (2006). Chinese: A linguistic introduction. Cambridge University Press.

    Book  Google Scholar 

  • Sung, Y. T., Lin, W. C., Dyson, S. B., Chang, K. E., & Chen, Y. C. (2015). Leveling L2 texts through readability: Combining multilevel linguistic features with the CEFR. The Modern Language Journal, 99(2), 371–391. https://doi.org/10.1111/modl.12213

    Article  Google Scholar 

  • Taft, M., & Zhu, X. (1997). Submorphemic processing in reading Chinese. Journal of Experimental Psychology: Learning, Memory and Cognition, 23(3), 761–775.

    Google Scholar 

  • Tong, X. (2008). The development of Chinese word reading: Relations of sub-character processing, phonological Awareness, morphological awareness, and orthographic knowledge to Chinese-English biscriptal reading (Unpublished doctorial dissertation). The Chinese University of Hong Kong.

    Google Scholar 

  • Tong, X., McBride-Chang, C., Shu, H., & Wong, A.M.-Y. (2009). Morphological awareness, orthographic knowledge, and spelling errors: Keys to understanding early Chinese literacy acquisition. Scientific Studies of Reading, 13(5), 426–452.

    Article  Google Scholar 

  • Tong, X., & Yip, J. H. Y. (2015). Cracking the Chinese character: Radical sensitivity in learners of Chinese as a foreign language and its relationship to Chinese word reading. Reading and Writing: An Interdisciplinary Journal, 28(2), 159–181.

    Article  Google Scholar 

  • Van Gelderen, A., Schoonen, R., De Glopper, K., Hulstijn, J., Simis, A., Snellings, P., et al. (2004). Linguistic knowledge, processing speed and metacognitive knowledge in first and second language reading comprehension: A componential analysis. Journal of Educational Psychology, 96, 19–30.

    Article  Google Scholar 

  • Van Gelderen, A., Schoonen, R., De Glopper, K., Hulstijn, J., Snellings, P., Simis, A., et al. (2003). Roles of linguistic knowledge, metacognitive knowledge and processing speed in L3, L2, and L1 reading comprehension: A structural equation modeling approach. International Journal of Bilingualism, 7, 7–25.

    Article  Google Scholar 

  • Van Gelderen, A., Schoonen, R., Stoel, R. D., De Glopper, K., & Hulstijn, J. (2007). Development of adolescent reading comprehension in language 1 and language 2: A longitudinal analysis of constituent components. Journal of Educational Psychology, 99, 477–491.

    Article  Google Scholar 

  • Wang, Y., McBride, C., Zhou, Y., Joshi, M. R., & Farver, J. A. M. (2018). Becoming literate in Chinese: A comparison of native-speaking and non-native-speaking children. Journal of Research in Reading, 41, 511–524. https://doi.org/10.1111/1467-9817.12122

    Article  Google Scholar 

  • Wang, Y., Yin, L., & McBride-Chang, C. (2015). Unique predictors of early reading and writing: A one-year longitudinal study of Chinese kindergarteners. Early Childhood Research Quarterly, 32, 51–59.

    Article  Google Scholar 

  • Wei, T. Q., Bi, H. Y., Chen, B. G., Liu, Y., Weng, X. C., & Wydell, T. N. (2014). Developmental changes in the role of different metalinguistic awareness skills in Chinese reading acquisition from preschool to third drade. PLoS ONE, 9(5), e96240. https://doi.org/10.1371/journal.pone.0096240

    Article  PubMed  PubMed Central  Google Scholar 

  • Wong, Y. (2017). The role of radical awareness in Chinese-as-a- second-language learners' Chinese character reading development. Language Awareness, 26(3), 211–225.

    Article  Google Scholar 

  • Wong, Y. K. (2019). Role of decoding competence in the Chinese reading comprehension development of ethnic minority students in Hong Kong. International Journal of Bilingual Education and Bilingualism, 22(8), 1016–1029. https://doi.org/10.1080/13670050.2017.1329273

    Article  Google Scholar 

  • Wong, Y. K. (2020). The relationship between orthographic awareness and Chinese reading in Hong Kong's young CSL learners. ECNU Review of Education, 23(4), 678–693. https://doi.org/10.1177/2096531120930485

    Article  Google Scholar 

  • Wong, Y. K. (2021). Developmental Relations Between Listening and Reading Comprehension in Young Chinese Language Learners: A Longitudinal Study. Journal of Psycholinguistic Research, 50, 261–273. https://doi.org/10.1007/s10936-018-9619-y

    Article  PubMed  Google Scholar 

  • Xiao, Y., & Wong, K. F. (2014). Exploring heritage language anxiety: A study of Chinese heritage language learners. The Modern Language Journal, 98(2), 589–611.

    Article  Google Scholar 

  • Yamashita, J., & Shiotsu, T. (2017). Comprehension and knowledge components that predict L2 reading: A latent-trait approach. Applied Linguistics, 38(1), 43–67.

    Article  Google Scholar 

  • Yao, Y. (2015). Chinese character recognition in native and second language readers. (Doctoral dissertation). University of Illinois at Urbana-Champaign. Retrieved from http://hdl.handle.net/2142/78767.

  • Yashima, T. (2002). Willingness to communicate in a second language: The Japanese EFL context. The Modern Language Journal, 86, 54–66.

    Article  Google Scholar 

  • Yeung, P., Ho, C. S., Chan, D. W., Chung, K. K., & Wong, Y. (2013). A model of reading comprehension in Chinese elementary school children. Learning and Individual Differences, 25, 55–66.

    Article  Google Scholar 

  • Yip, P. C. (2000). The Chinese lexicon: A comprehensive survey. Routledge.

    Google Scholar 

  • Zhang, D. (2012). Vocabulary and grammar knowledge in second language reading comprehension: A structural equation modeling study. The Modern Language Journal, 96, 558–575. https://doi.org/10.1111/j.1540-4781.2012.01398.x

    Article  Google Scholar 

  • Zhang, J., McBride-Chang, C., Wong, A. M. Y., Tardif, T., Shu, H., & Zhang, Y. P. (2014). Longitudinal correlates of reading comprehension difficulties in Chinese children. Reading & Writing, 27, 481–501. https://doi.org/10.1007/s11145-013-9453-4

    Article  Google Scholar 

  • Zhou, X., & Marslen-Wilson, W. (1999). Phonology, orthography, and semantic activation in reading Chinese. Journal of Memory and Language, 41, 579–606.

    Article  Google Scholar 

  • Zhou, J. (2017). Foreign language reading anxiety in a Chinese as a foreign language context. Reading in a Foreign Language, 29(1), 155–173.

    Google Scholar 

  • Zhou, J. (2018). Component skills of reading among learners of Chinese as a second language (Doctoral dissertation). University of Hawaii at Manoa. Retrieved from ProQuest dissertation and theses.

  • Zhou, J. (2021). The effects of syntactic awareness to L2 Chinese passage-level reading comprehension. Frontiers in Psychology, 12, 783827–783827.

    Article  PubMed  Google Scholar 

  • Zhou, J. (2022). The contribution of morphological awareness and vocabulary knowledge to Chinese as a second language reading comprehension: A path analysis. Journal of Psycholinguist Research, 51, 55–74. https://doi.org/10.1007/s10936-021-09810-2

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

Single author.

Corresponding author

Correspondence to Jing Zhou.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendices

Appendix 1

Table 7 Descriptive Statistics of the Participants- Birth Places and Home Countries
Table 8 Descriptive Statistics of the Participants of the Main Study – Native Languages

Appendix 2

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, J. The Contribution of Radical Knowledge and Character Recognition to L2 Chinese Reading Comprehension. J Psycholinguist Res 52, 445–475 (2023). https://doi.org/10.1007/s10936-022-09880-w

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10936-022-09880-w

Keywords

Navigation