Home What can multi-factors contribute to Chinese EFL learners’ implicit L2 knowledge?
Article
Licensed
Unlicensed Requires Authentication

What can multi-factors contribute to Chinese EFL learners’ implicit L2 knowledge?

  • Runhan Zhang EMAIL logo and Yaping Chen
Published/Copyright: August 27, 2024

Abstract

The goal of second language (L2) learning is spontaneous, unreflective L2 use, relying primarily on implicit L2 knowledge. While most research has compared the methods and effects of explicit and implicit instruction, less attention has been given to individual differences (IDs) and their impact on implicit L2 knowledge. A sparse body of research has addressed the relationship between IDs and implicit L2 knowledge considering age effects and age-related language analytic ability, with conative and affective factors receiving scant attention. This paper, grounded in the control-value theory, advocates a holistic view to comprehensively investigate how language analytic ability, language learning motivation, learner beliefs, and foreign language anxiety can contribute to implicit L2 knowledge among Chinese postgraduate students. The findings indicate that cognitive, conative, and affective factors have direct or indirect effects on implicit L2 knowledge. Implications for L2 teaching and research are discussed in detail.


Corresponding author: Runhan Zhang, School of Foreign Studies, Central University of Finance and Economics, 39 South College Road, Haidian District, Beijing, 100081, China, E-mail:

Funding source: Child Language Research Centre, Beijing Foreign Studies University

Funding source: The Industry-University Cooperation and Collaborative Education Project of the Ministry of Education of China

Award Identifier / Grant number: 202102483004

  1. Research ethics: The participants in the current study were told that the tests would be conducted for the purpose of the research and were assured that the collected information would not affect their course grades. No one was forced to participate in the study, and they were assured of their right to quit the project at any time. Data collection took place outside class time, and regular classes were not interrupted.

  2. Author contributions: The authors have accepted responsibility for the entire content of this manuscript and approved its submission.

  3. Competing interests: The authors state no conflict of interest.

  4. Research funding: This work was funded by Child Language Research Centre, Beijing Foreign Studies University and The Industry-University Cooperation and Collaborative Education Project of the Ministry of Education of China (202102483004).

References

Aragão, Rodrigo. 2011. Beliefs and emotions in foreign language learning. System 39. 302–313. https://doi.org/10.1016/j.system.2011.07.003.Search in Google Scholar

Barcelos, Ana Maria ferreira. 1995. A cultura de aprender língua estrangeira (inglês) de alunos formandos de Letras [The culture of learning a foreign language (English) of language students]. Sao Paulo: UNICAMP MA thesis.Search in Google Scholar

Botes, Elouise, Lindie van der Westhuizen, Jean-Marc Dewaele, Peter MacIntyre & Samuel Greiff. 2022. Validating the short-form foreign language classroom anxiety scale. Applied Linguistics 43(5). 1006–1033. https://doi.org/10.1093/applin/amac018.Search in Google Scholar

Bowles, Melissa A. 2011. Measuring implicit and explicit linguistic knowledge: What can heritage language learners contribute? Studies in Second Language Acquisition 33(2). 247–271. https://doi.org/10.1017/s0272263110000756.Search in Google Scholar

Brace, Nicola, Richard Kemp & Rosemary Sneglar. 2006. SPSS for psychologists. London: Psychology Press.Search in Google Scholar

Chen, Hong. 2002. College students’ English learning anxiety and their coping styles. Chongqing: Southwest Normal University MA thesis.Search in Google Scholar

Clément, Richard, Rober Gardner & Padric C Smythe. 1980. Social and individual factors in second language acquisition. Canadian Journal of Behavioural Science/Revue Canadienne des Sciences du Comportement 12(4). 293–302. https://doi.org/10.1037/h0081081.Search in Google Scholar

Corno, Lyn, Lee J. Cronbach, Haggai Kupermintz, David F. Lohman, Ellen B. Mandinach, Ann W Porteus & Joan E. Talbert. 2002. Remaking the concept of aptitude: Extending the legacy of Richard E. Snow. Mahawah, NJ: Lawrence Erlbaum Associations.10.4324/9781410604521Search in Google Scholar

DeKeyser, Robert. 2012. Interactions between individual differences, treatments, and structures in SLA. Language Learning 62. 189–200. https://doi.org/10.1111/j.1467-9922.2012.00712.x.Search in Google Scholar

Dörnyei, Zoltan. 2005. The psychology of the language learner: Individual differences in second language acquisition. Mahwah, New Jersey & London: Lawrence Erlbaum Associates.Search in Google Scholar

Dörnyei, Zoltan & Stephen Ryan. 2015. The psychology of language learner revisited. New York & London: Routledge.10.4324/9781315779553Search in Google Scholar

Ellis, Rod. 2004. The definition and measurement of L2 explicit knowledge. Language Learning 54. 227–275. https://doi.org/10.1111/j.1467-9922.2004.00255.x.Search in Google Scholar

Ellis, Rod. 2005. Measuring implicit and explicit knowledge of a second language: A psychometric study. Studies in Second Language Acquisition 27. 141–172. https://doi.org/10.1017/s0272263105050096.Search in Google Scholar

Ellis, Rod. 2008. The study of second language acquisition, 2nd edn. Oxford: Oxford University Press.Search in Google Scholar

Ellis, Rod. 2009. Implicit and explicit learning, knowledge and instruction. In Rod Ellis, Shawn Loewen, Catherine Elder, Rosemary Erlam, Jenefer Philp & Hayo Reinders (eds.), Implicit and explicit knowledge in second language learning, testing and teaching, 3–25. Bristol: Multilingual Matters.10.21832/9781847691767-003Search in Google Scholar

Ellis, Rod & Gary Barkuizen. 2005. Analysing learner language. Oxford: Oxford University Press.Search in Google Scholar

Erlam, Rosemary & Lan Wei. 2024. The importance of increased processing demands in the design of Elicited Imitation tests. Language Teaching Research 28(4). 1472–1500.10.1177/13621688211026032Search in Google Scholar

Fazel, Amirabbas Rafiee, Mehdi Latifi & M. Raouf Moini. 2018. Motivation among pre-intermediate Iranian language learners: From explicit knowledge toward implicit syntactic development. Journal of Psycholinguistic Research 47(4). 931–945. https://doi.org/10.1007/s10936-018-9567-6.Search in Google Scholar

Gao, Yihong, Yuan Zhao, Ying Cheng & Yan Zhou. 2003. Motivation types of Chinese university undergraduates. 《现代外语》[Modern Foreign Languages] 26. 28–38.Search in Google Scholar

Gardner, Robert C. 1985. Social psychology and second language learning: The role of attitudes and motivation. London: Edward Arnold.Search in Google Scholar

Gardner, Robert C., Anne-Marie Masgoret & Paul F. Tremblay. 1999. Home background characteristics and second language learning. Journal of Language and Social Psychology 18. 419–437. https://doi.org/10.1177/0261927x99018004004.Search in Google Scholar

Godfroid, Aline. 2023. Hypotheses about the interface between explicit and implicit knowledge in second language acquisition. In Aline Godfroid & Holger Hopp (eds.), The Routledge handbook of second language acquisition and psycholinguistics, 294–307. New York: Routledge.10.4324/9781003018872-28Search in Google Scholar

Godfroid, Aline & Kathy Minhye Kim. 2021. The contributions of implicit-statistical learning aptitude to implicit second language knowledge. Studies in Second Language Acquisition 43. 606–634. https://doi.org/10.1017/s0272263121000085.Search in Google Scholar

Goo, Jaemyung, Gisela Granena, Yucel Yilmaz & Miguel Novella. 2015. Implicit and explicit instruction in L2 learning: Norris and Ortega (2000) revisited and updated. In Patrick Rebuschat (ed.), Implicit and explicit learning of languages, 443–483. Amsterdam: John Benjamins.10.1075/sibil.48.18gooSearch in Google Scholar

Granena, Gisela. 2014. Language aptitude and long-term achievement in early childhood L2 learners. Applied Linguistics 35(4). 483–503. https://doi.org/10.1093/applin/amu013.Search in Google Scholar

Holec, Henri. 1987. The learner as a manager: Managing learning or managing to learn? In Anita L. Wenden & Joan Rubin (eds.), Learner strategies in language learning, 145–156. Englewood Cliffs, NJ: Prentice Hall.Search in Google Scholar

Horwitz, Elaine K. 1987. Surveying student beliefs about language learning. In Anita L. Wenden & Joan Rubin (eds.), Learner strategies in language learning, 119–129. Englewood Cliffs, NJ: Prentice Hall.Search in Google Scholar

Horwitz, Elaine K. 1988. The beliefs about language learning of beginning university foreign language students. The Modern Language Journal 72. 283–294. https://doi.org/10.2307/327506.Search in Google Scholar

Horwitz, Elaine K. 1991. Preliminary evidence for the reliability and validity of a foreign language anxiety scale. In Elaine K. Horwitz & Dolly J. Young (eds.), Language anxiety: From theory and research to classroom implications, 37–40. Englewood Cliffs, NJ: Prentice Hall.Search in Google Scholar

Horwitz, Elaine K., Michael B. Horwitz & Joann Cope. 1986. Foreign language classroom anxiety. The Modern Language Journal 70. 125–132. https://doi.org/10.2307/327317.Search in Google Scholar

Isbell, Daniel R. & John Rogers. 2021. Measuring implicit and explicit learning and knowledge. In Paula Winke & Tineke Brunfaut (eds.), The Routledge handbook of second language acquisition and language testing, 304–313. New York: Routledge.10.4324/9781351034784-33Search in Google Scholar

Kang, Eun Young, Sarah Sok & Zhaohong Han. 2019. Thirty-five years of ISLA on form-focused instruction: A meta-analysis. Language Teaching Research 23(4). 428–453. https://doi.org/10.1177/1362168818776671.Search in Google Scholar

Kim, Kathy MinHye & Aline Godfroid. 2023. The interface of explicit and implicit second-language knowledge: A longitudinal study. Bilingualism: Language and Cognition 26. 709–723. https://doi.org/10.1017/s1366728922000773.Search in Google Scholar

Kern, Rick. 1995. Students’ and teachers’ beliefs about language learning. Foreign Language Annals 28(1). 71–92. https://doi.org/10.1111/j.1944-9720.1995.tb00770.x.Search in Google Scholar

Kissau, Scott. 2006. Gender differences in second language motivation: An investigation of micro-and macro-level influences. Canadian Journal of Applied Linguistics 9(1). 73–96.Search in Google Scholar

Kostromitina, Maria & Luke Plonsky. 2022. Elicited imitation tasks as a measure of L2 proficiency. Studies in Second Language Acquisition 44(3). 886–911. https://doi.org/10.1017/s0272263121000395.Search in Google Scholar

Leow, Ronald P. 2015. Explicit learning in the L2 classroom: A student-centered approach. London: Routledge.10.4324/9781315887074Search in Google Scholar

Li, Hong, Li Ma & Xiaohong Zhang. 2019. On the relationship between age of onset, language aptitude and L2 grammar attainment. 《现代外语》[Modern Foreign Languages] 42(4). 527–539.Search in Google Scholar

Li, Shaofeng. 2015. The associations between language aptitude and second language grammar acquisition: A meta-analytic review of five decades of research. Applied Linguistics 36(3). 385–408. https://doi.org/10.1093/applin/amu054.Search in Google Scholar

Li, Chengchen & Wei Li. 2023. Anxiety, enjoyment, and boredom in language learning amongst junior secondary students in rural China: How do they contribute to L2 achievement? Studies in Second Language Acquisition 45(1). 93–108. https://doi.org/10.1017/s0272263122000031.Search in Google Scholar

Li, Shaofeng. 2016. The construct validity of language aptitude: A meta-analysis. Studies in Second Language Acquisition 38(4). 801–842.10.1017/S027226311500042XSearch in Google Scholar

Li, Shaofeng & Robert DeKeyser. 2021. Implicit language aptitude: Conceptualizing the construct, validating the measures, and examining the evidence: Introduction to the special issue. Studies in Second Language Acquisition 43(3). 473–497.10.1017/S0272263121000024Search in Google Scholar

Li, Shaofeng, Phil Hiver & Mostafa Papi. 2022. The Routledge handbook of second language acquisition and individual differences. Oxford: Taylor & Francis Group.10.4324/9781003270546Search in Google Scholar

Li, Shaofeng & Wenxia Liang. 2012. The dynamic nature of learner beliefs: The relationship between beliefs about EFL learning and proficiency in a Chinese context. Asian EFL Journal 14. 177–211.Search in Google Scholar

Linck, Jared A., Meredith M. Hughes, Susan G. Campbell, Noah H. Silbert, Medha Tare, Scott R. Jackson, Benjamin K. Smith, Michael F. Bunting & Catherine J. Doughty. 2013. Hi-LAB: A new measure of aptitude for high-level language proficiency. Language Learning 63. 530–566. https://doi.org/10.1111/lang.12011.Search in Google Scholar

MacIntyre, Peter D., Kimberly A. Noels & Richard Clément. 1997. Biases in self-ratings of second language proficiency: The role of language anxiety. Language Learning 47(2). 265–287. https://doi.org/10.1111/0023-8333.81997008.Search in Google Scholar

Mantle-Bromley, Corinne. 1995. Positive attitudes and realistic beliefs: Links to proficiency. The Modern Language Journal 79(3). 372–386. https://doi.org/10.2307/329352.Search in Google Scholar

Masgoret, Anne-Marie & Robert C. Gardner. 2003. Attitudes, motivation, and second language learning: A meta-analysis of studies conducted by Gardner and associates. Language Learning 53. 123–163. https://doi.org/10.1111/1467-9922.00227.Search in Google Scholar

McLaughlin, Barry. 1987. Theories of second-language learning. London: Routledge.Search in Google Scholar

Meara, Paul. 2005. LLAMA language aptitude tests: The manual. Lognostics. http://www.lognostics.co.uk/tools/llama/llama_manual.pdf.10.1037/t88467-000Search in Google Scholar

Papi, Mostafa & Phil Hiver. 2022. Motivation. In Shaofeng Li, Phil Hiver & Mostafa Papi (eds.), The Routledge handbook of second language acquisition and individual differences, 113–127. Oxford: Taylor & Francis Group.10.4324/9781003270546-10Search in Google Scholar

Park, Gi Pyo. 1995. Language learning strategies and beliefs about language learning of university students learning English in Korea. Austin: The University of Texas at Austin Dissertation.Search in Google Scholar

Pekrun, Reinhard. 2006. The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review 18(4). 315–341. https://doi.org/10.1007/s10648-006-9029-9.Search in Google Scholar

Pekrun, Reinhard & Raymond P. Perry. 2014. Control-value theory of achievement emotions. In Reinhard Pekrun & Lisa Linnenbrink-Garcia (eds.), International handbook of emotions in education, 120–141. Oxford: Taylor & Francis Group.10.4324/9780203148211Search in Google Scholar

Pekrun, Reinhard, Herbert W. Marsh, Andrew J. Elliot, Kristina Stockinger, Raymond P. Perry, Elisabeth Vogl, Thomas Goetz, Wijnand A. P. van Tilburg, Oliver Lüdtke & Walter P. Vispoel. 2023. A three-dimensional taxonomy of achievement emotions. Journal of Personality and Social Psychology 24(1). 145–178. https://doi.org/10.1037/pspp0000448.Search in Google Scholar

Phillips, Elaine M. 1992. The effects of language anxiety on students’ oral test performance and attitudes. The Modern Language Journal 76. 14–26. https://doi.org/10.2307/329894.Search in Google Scholar

Roehr-Brackin, Karen. 2024. Explicit and implicit knowledge and learning of an additional language: A research agenda. Language Teaching 57. 68–86. https://doi.org/10.1017/s026144482200026x.Search in Google Scholar

Sharwood Smith, Michael. 1981. Consciousness raising and the second language learner. Applied Linguistics 2(2). 159–168.10.1093/applin/2.2.159Search in Google Scholar

Skehan, Peter. 1998. A cognitive approach to language learning. Oxford: Oxford University Press.10.1177/003368829802900209Search in Google Scholar

Suzuki, Yuichi & Robert DeKeyser. 2015. Comparing elicited imitation and word monitoring as measures of implicit knowledge. Language Learning 65(4). 860–895. https://doi.org/10.1111/lang.12138.Search in Google Scholar

Suzuki, Yuichi & Robert DeKeyser. 2017. The interface of explicit and implicit knowledge in a second language: Insights from individual differences in cognitive aptitudes. Language Learning 67. 747–790. https://doi.org/10.1111/lang.12241.Search in Google Scholar

Swain, Merrill. 2013. The inseparability of cognition and emotion in second language learning. Language Teaching 46. 195–207. https://doi.org/10.1017/s0261444811000486.Search in Google Scholar

Tanaka, Koichi. 2004. Changes in Japanese students’ beliefs about language learning and English language proficiency in a study-abroad context. Auckland: University of Auckland Dissertation.Search in Google Scholar

Tanaka, Koichi & Rod Ellis. 2003. Study-abroad, language proficiency, and learner beliefs about language learning. JALT Journal 25(1). 63–85. https://doi.org/10.37546/jaltjj25.1-3.Search in Google Scholar

Teimouri, Yasser, Julia Goetze & Luke Plonsky. 2019. Second language anxiety and achievement: A meta-analysis. Studies in Second Language Acquisition 41. 363–387. https://doi.org/10.1017/s0272263118000311.Search in Google Scholar

Wen, Qiufang & Haixiao Wang. 1996. The relationship of learner variables to scores on college English test-Band 4. 《外语教学与研究》[Foreign Language Teaching and Research] 4. 33–39.Search in Google Scholar

Wenden, Anita L. 1986. What do second-language learners know about their language learning? A second look at retrospective accounts. Applied Linguistics 7(2). 186–201. https://doi.org/10.1093/applin/7.2.186.Search in Google Scholar

Yalçın, Şebnem & Nina Spada. 2016. Language aptitude and grammatical difficulty. Studies in Second Language Acquisition 38. 239–263. https://doi.org/10.1017/s0272263115000509.Search in Google Scholar

Zhang, Runhan. 2015. Measuring university⁃level L2 learners implicit and explicit linguistic knowledge. Studies in Second Language Acquisition 37(3). 457–486. https://doi.org/10.1017/s0272263114000370.Search in Google Scholar

Zhang, Risheng & Limin Yuan. 2004. Research on the relationship between foreign language anxiety, self-efficacy and English performance. 《心理发展与教育》[Psychological Development and Education] 3. 56–61.Search in Google Scholar

Zhong, Qunyan Maggie. 2022. Learner beliefs. In Shaofeng Li, Phil Hiver & Mostafa Papi (eds.), The Routledge handbook of second language acquisition and individual differences, 220–232. Oxford: Taylor & Francis Group.10.4324/9781003270546-18Search in Google Scholar

Received: 2024-02-01
Accepted: 2024-07-25
Published Online: 2024-08-27

© 2024 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 27.11.2025 from https://www.degruyterbrill.com/document/doi/10.1515/iral-2024-0021/pdf?lang=en
Scroll to top button