Skip to main content
Log in

Word Learning in L2 Chinese: from Perspectives of Learner-Related and Language-Related Factors

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

Abstract

Word learning in a second language (L2) is a complex process, which is affected by learner-related (e.g., morphological awareness) and language-related (e.g., word semantic transparency) factors. Morphological awareness is learners’ sensitivity to the morphological structure of printed words, and semantic transparency is the degree to which word-internal morphemes contribute to the whole words’ meanings. However, little is known regarding how these morpheme-related factors jointly function in L2 word learning. Thus, this study focuses on how learners’ morphological awareness and word semantic transparency affect word-meaning retention in L2 Chinese, particularly the extent to which semantic transparency shapes the contribution of learners’ morphological awareness. Thirty-four L2 Chinese learners from an American university participated in this study. All the participants received a 40-min learning session and five paper–pencil measures. The main findings showed that (1) L2 learners’ morphological awareness contributed to their word-meaning retention beyond L2 linguistic knowledge; (2) L2 learners performed better when recalling semantically transparent words than opaque words after learning sessions; and more importantly (3) learners with higher morphological awareness performed better than those with lower morphological awareness when recalling semantically transparent words, but the learners in both groups had similar performances when recalling opaque words.

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
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Anglin, J. M. (1993). Vocabulary development a morphological analysis monographs of the Society for research in child development, (Serial No. 238). University of Chicago press: Chicago.

    Google Scholar 

  • August, D., Carlo, M., Dressler, C., & Snow, C. (2005). The critical role of vocabulary development for English language learners. Learning Disabilities Research and Practice, 20(1), 50–57.

    Google Scholar 

  • Bai, X., Hu, X., & Yan, G. (2009). Parafoveal-on-foveal effects in Chinese: The influence of semantic transparencies of word on word n-1 processing [in Chinese]. Acta Psychologica Sinica, 41(5), 377–386.

    Google Scholar 

  • Balota, D. A. (1994). Visual word recognition: The journey from features to meaning. In M. A. Gernsbacher (Ed.), Handbook of psycholinguistics (pp. 303–358). NJ: Lawrence Erlbaum Associates Inc.

    Google Scholar 

  • Baumann, J. F., Edwards, E. C., Boland, E. M., Olejnik, S., & Kame’enui, E. J. . (2003). Vocabulary tricks: Effects of instruction in morphology and context on fifth-grade students’ ability to derive and infer word meanings. American Educational Research Journal, 40, 447–494.

    Google Scholar 

  • Brusnighan, S. M., & Folk, J. R. (2012). Combining contextual and morphemic cues is beneficial during incidental vocabulary acquisition: Semantic transparency in novel compound word processing. Reading Research Quarterly, 47(2), 172–190.

    Google Scholar 

  • Cai, Q., & Brysbaert, M. (2010). SUBTLEX-CH: Chinese word and character frequencies based on film subtitles. PLoS ONE, 5(6), e10729.

    PubMed  PubMed Central  Google Scholar 

  • Carlisle, J. F. (1995). Morphological awareness and early reading achievement. In L. B. Feldman (Ed.), Morphological aspects of language processing (pp. 189–209). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Chen, T. (2018). The contribution of morphological awareness to lexical inferencing in L2 Chinese: Comparing more-skilled and less-skilled learners. Foreign Language Annals, 51(4), 816–830.

  • Chen, T. (2019a). Joint contribution of reading subskills to character meaning retention in L2 Chinese. Journal of Psycholinguistic Research, 48(1), 129–143.

  • Chen, T. (2019b). The role of morphological awareness in L2 Chinese lexical inference: From a perspective of word semantic transparency. Reading and Writing: An Interdisciplinary Journal, 32(5), 1275–1293.

  • Chen, T., Keiko, K., & Wiener, S. (2020). Word-meaning inference in L2 Chinese: An interactive effect of learners’ linguistic knowledge and words’ semantic transparency, Reading and Writing: An Interdisciplinary Journal. https://doi.org/10.1007/s11145-020-10058-w.

  • Chung, W., & Hu, C. (2007). Morphological awareness and learning to read Chinese. Reading and Writing: An Interdisciplinary Journal, 20, 441–461.

    Google Scholar 

  • Dronjic, V. (2011). Mandarin Chinese compounds, their representation, and processing in the visual modality. Writing Systems Research, 3, 5–21.

    Google Scholar 

  • Droop, M., & Verhoeven, L. (2003). Language proficiency and reading ability in first—and second-language learners. Reading Research Quarterly, 38(1), 78–103.

    Google Scholar 

  • Ellis, R. (1994). Factors in the incidental acquisition of second language vocabulary from oral input: A review essay. Applied Language Learning, 5, 1–32.

    Google Scholar 

  • Fowler, A. E., & Liberman, I. Y. (1995). The role of phonology and orthography in morphological awareness. In L. B. Feldman (Ed.), Morphological aspects of language processing (pp. 157–188). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Gan, H. (2008). The effects of semantic transparency on word learning in intermediate-level Chinese reading (in Chinese). Applied Linguistics [in Chinese], 1, 82–90.

    Google Scholar 

  • Ke, S., & Koda, K. (2017). Contributions of morphological awareness to adult L2 Chinese word meaning inferencing. The Modern Language Journal, 101(4), 742–755.

    Google Scholar 

  • Kieffer, M. J., & Lesaux, N. K. (2012). Direct and indirect roles of morphological awareness in the English reading comprehension of native Spanish, Filipino, Vietnamese, and English speakers. Language Learning, 62(4), 1170–1204.

    Google Scholar 

  • Koda, K. (2005). Insights into second language reading: A cross-linguistic approach. NY: Cambridge University Press.

    Google Scholar 

  • Koda, K. (2007). Reading and language learning: Cross-linguistic constraints on second-language reading development. Language Learning, 57, 1–44.

    Google Scholar 

  • Ku, Y. M., & Anderson, R. C. (2003). Development of morphological awareness in Chinese and English. Reading and Writing: An Interdisciplinary Journal, 16(5), 399–422.

    Google Scholar 

  • Li, J. (2011). A quantification analysis of the transparency of lexical meaning of modern Chinese dictionary [in Chinese]. Chinese Linguistics, 35(3), 54–62.

    Google Scholar 

  • Li, W., Anderson, R. C., Nagy, W. E., & Zhang, H. (2002). Facets of metalinguistic awareness that contribute to Chinese literacy. In W. Li, J. Gaffney, & J. Packard (Eds.), Chinese language acquisition: Theoretical pedagogical issues (pp. 87–106). Boston: Kluwer Academic Publishers.

    Google Scholar 

  • Libben, G. (1998). Semantic transparency in the processing of compounds: Consequences for representation, processing, and impairment. Brain and Language, 61, 30–44.

    PubMed  Google Scholar 

  • Libben, G., Gibson, M., Yoon, Y. B., & Sandra, D. (2003). Compound fracture: The role of semantic transparency and morphological headedness. Brain and Language, 84, 50–64.

    PubMed  Google Scholar 

  • McBride-Chang, C., Tardif, T., Cho, J. R., Shu, H., Fletcher, P., Stokes, S. F., et al. (2008). What’s in a word? Morphological awareness and vocabulary knowledge in three languages. Applied Psycholinguistics, 29(3), 437–462.

    Google Scholar 

  • Mok, L. W. (2009). Word-superiority effect as a function of semantic transparency of Chinese bimorphemic compound words. Language and Cognitive Process, 24(7/8), 1039–1081.

    Google Scholar 

  • Nagy, W. (2005). Why vocabulary instruction needs to be long-term and comprehensive. In E. H. Hiebert & M. L. Kamil (Eds.), Teaching and learning vocabulary: Bringing research to practice (pp. 27–44). Mahwah, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Nagy, W. E., & Anderson, R. C. (1984). How many words are there in printed school English? Reading Research Quarterly, 19(3), 304–330.

    Google Scholar 

  • Nassaji, H. (2003). Higher-level and lower-level text processing skills in advanced ESL reading comprehension. The Modern Language Journal, 87, 261–276.

    Google Scholar 

  • Nation, I. S. P. (2013). Learning vocabulary in another language (2nd ed.). New York: Cambridge University Press.

    Google Scholar 

  • Office of Chinese Language Council International. (2007). HSK tests [in Chinese]. Beijing, China: Yuwen press.

    Google Scholar 

  • Paribakht, T. S., & Wesche, M. B. (1993). Reading comprehension and second language development in a comprehension-based ESL program. TESL Canada Journal, 11(1), 9–29.

    Google Scholar 

  • Reder, L., Liu, X. L., Keinath, A., & Popov, V. (2016). Building knowledge requires bricks, not sand: The critical role of familiar constituents in learning. Psychonomic, 22(3), 271–277.

    Google Scholar 

  • Roediger, H. L., & Karpicke, J. D. (2006). Test-enhanced learning: Taking memory tests improves long-term retention. Psychological Science, 17(3), 249–255.

    PubMed  Google Scholar 

  • Scott, J. A. (2005). Creating opportunities to acquire new word meanings from text. In E. H. Hiebert & M. L. Kamil (Eds.), Teaching and learning vocabulary: Bringing research to practice (pp. 69–91). Mahwah, NJ: Erlbaum.

    Google Scholar 

  • Shu, H., Chen, X., Anderson, R. C., Wu, N., & Xuan, Y. (2003). Properties of school Chinese: Implications for learning to read. Child Development, 74(1), 27–47.

    PubMed  Google Scholar 

  • Su, Y., & Samuels, S. J. (2010). Developmental changes in character-complexity and word-length effects when reading Chinese script. Reading and Writing: An Interdisciplinary Journal, 23, 1085–1108.

    Google Scholar 

  • Taft, M., Zhu, X., & Peng, D. (1999). Positional specificity of radicals in Chinese character recognition. Journal of Memory and Language, 40(4), 498–519.

  • Wang, C., & Peng, D. (1999). The role of surface frequencies, cumulative morpheme frequencies, and semantic transparencies in the processing of compound words [in Chinese]. Acta Psychologica Sinica, 31(3), 266–273.

    Google Scholar 

  • Wang, C., & Peng, D. (2000). The access representation of poly morphemic words decomposed or whole [in Chinese]. Acta Psychologica Sinica, 23(4), 395–398.

    Google Scholar 

  • Wang, M., Lin, C. Y., & Gao, W. (2010). Bilingual compound processing: The effects of constituent frequency and semantic transparency. Writing Systems Research, 2(2), 117–137.

    Google Scholar 

  • Xu, Y., & Zhang, J. (2020). Chinese compound word inference through context and word-internal cues. Language Teaching Research, 00, 1–25. https://doi.org/10.1177/1362168820905811.

    Article  Google Scholar 

  • Zhang, D., & Koda, K. (2012). Contribution of morphological awareness and lexical inferencing ability to L2 vocabulary knowledge and reading comprehension among advanced EFL learners: testing direct and indirect effects. Reading and Writing: An Interdisciplinary Journal, 25(5), 1195–1216.

    Google Scholar 

  • Zhang, H. (2015). Morphological awareness in vocabulary acquisition among Chinese-speaking children: testing partial mediation via lexical inference ability. Reading Research Quarterly, 50(1), 129–142.

    Google Scholar 

  • Zhang, H. (2016). Does morphology play an important role in L2 Chinese vocabulary acquisition? Foreign Language Annals, 49(2), 384–402.

    Google Scholar 

  • Zhang, H., & Koda, K. (2018). Vocabulary knowledge and morphological awareness in Chinese as a heritage language (CHL) reading comprehension ability. Reading and Writing: An Interdisciplinary Journal, 31, 53–74.

    Google Scholar 

  • Zhang, J., & Zeng, Y. (2010). Three factors of the understanding of Chinese coinage for intermediate international students [in Chinese]. Applied Linguistics [in Chinese], 2, 118–126.

    Google Scholar 

  • Zhang, J., Lin, T. J., Wei, J., & Anderson, R. C. (2014). Morphological awareness and learning to read Chinese and English. In X. Chen, Q. Wang, & Y. Luo (Eds.), Reading development of monolingual and bilingual Chinese children (pp. 3–22). Dordrecht, the Netherlands: Springer Science.

    Google Scholar 

  • Zhang, J., McBride-Chang, C., Tong, X., Wong, A. M. Y., Shu, H., & Fong, C. Y. C. (2012). Reading with meaning: The contributions of meaning-related variables at the word and subword levels to early Chinese reading comprehension. Reading and Writing: An Interdisciplinary Journal, 25(9), 2183–2203.

    Google Scholar 

  • Zwitserlood, P. (1994). The role of semantic transparency in the processing and representation of Dutch compounds. Language and Cognitive Processes, 9(3), 341–368.

    Google Scholar 

Download references

Acknowledgements

The author thanks Young Scholars Research Project from Minzu University of China [2020QNPY72] for the support provided.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tianxu Chen.

Ethics declarations

Conflict of interest

The author certifies that he has no affiliations with or involvement in any organization or entity with any financial or non-financial interest in the subject matter or materials discussed in this manuscript.

Additional information

Publisher's Note

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

Appendices

Appendix

Direction

Please look at the following list of 64 words and circle each one a number rating 1—5 based on how well you think you know the word. If you choose 3 or 4, please write down its English translation. If you choose 5, please not only write down its English translation, but also write down in a Chinese sentence (Pinyin is accepted) including the word

figure a

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, T. Word Learning in L2 Chinese: from Perspectives of Learner-Related and Language-Related Factors. J Psycholinguist Res 50, 663–680 (2021). https://doi.org/10.1007/s10936-020-09740-5

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10936-020-09740-5

Keywords

Navigation