Fluent L2 English speakers frequently use discourse markers (DMs) as a speech management strategy, but research has largely ignored how this develops across different proficiency levels and how it is related to immersive experiences. This study examines the developmental patterns of three DMs – well, you know and like – in the speech of learners at A2-C1 in CEFR with and without immersive experiences in target language environments. The fluency-rated LINDSEI corpus (173 learners) and a parallel native corpus (50 speakers) provided approximately 350,000 tokens and 3,395 instances of the analyzed DMs. Overall, DM frequency (especially with well and you know) among C1 speakers increases with rising fluency levels up to almost native-like levels. Immersive experience correlates positively with overall and individual DM frequency (except for like). As the skillful use of DMs results in more fluent speech production, the didactic implications for L2 instructors should be developed.
Biber, Douglas, Edward Finegan, Stig Johansson, Susan Conrad, and Geoffrey Leech. 1999. Longman Grammar of Spoken and Written English. Essex: Pearson Education Limited.
Brinton, Laurel J.1996. Pragmatic Markers in English: Grammaticalization and Discourse Functions. New York: Mouton de Gruyter.
Buysse, Lieven. 2012. “So as a Multifunctional Discourse Marker in Native and Learner Speech.” Journal of Pragmatics 44 (13): 1764–1782.
Carlsen, Cecilie. 2012. “Proficiency Level – A Fuzzy Variable in Computer Learner Corpora.” Applied Linguistics 33 (2): 161–183.
Carter, Ronald. 2008. “Right, Well, OK, So, It’s Like, You Know, Isn’t It, I Suppose: Spoken Words, Written Words and Why Speaking Is Different.” In The Sound and the Silence: Key Perspectives on Speaking and Listening and Skills for Life, ed. by Caroline Hudson, 11–23. Coventry: Quality Improvement Agency.
Carter, Ronald, and Michael McCarthy. 2006. Cambridge Grammar of English. Cambridge: Cambridge University Press.
Carter, Ronald, and Michael McCarthy. 2017. “Spoken Grammar: Where Are We and Where Are We Going?” Applied Linguistics 38 (1): 1–20.
Cohen, Jacob. 1988. Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Hillsdale, NJ: Lawrence Earlbaum Associates.
Council of Europe. 2001. Common European Framework of Reference for Languages: Learning, Teaching, Assessment. Cambridge: Cambridge University Press.
Council of Europe. 2018. Common European Framework of Reference for Languages: Learning, Teaching, Assessment. Companion Volume with New Descriptors. Strasbourg Cedex: Council of Europe.
Crible, Ludivine. 2017. “Discourse Markers and (Dis)fluency across Registers: A Contrastive Usage-based Study in English and French.” PhD diss., Université de Berne.
De Cock, Sylvie. 2004. “Preferred Sequences of Words in NS and NNS Speech.” Belgian Journal of English Language and LiteraturesNew Series 21: 225–246.
Dumont, Amandine. 2018. Fluency and Disfluency: A Corpus Study of Non-Native and Native Speaker (Dis)fluency Profiles. PhD thesis, Université Catholique de Louvain, Louvain-la-Neuve.
Fox Tree, Jean E., and Josef C. Schrock. 2002. “Basic Meanings of You Know and I Mean.” Journal of Pragmatics 34 (6): 727–747.
Fraser, Bruce. 1990. “An Approach to Discourse Markers.” Journal of Pragmatics 14 (3): 383–395.
Fuller, Janet M.2003. “Use of the Discourse Marker Like in Interviews.” Journal of Sociolinguistics 7 (3): 365–377.
Fung, Loretta, and Ronald Carter. 2007. “Discourse Markers and Spoken English: Native and Learner Use in Pedagogic Settings.” Applied Linguistics 28 (3): 410–439.
Gilquin, Gaëtanelle. 2008. “Hesitation Markers among EFL Learners: Pragmatic Deficiency or Difference?” In Pragmatics and Corpus Linguistics: A Mutualistic Entente, ed. by Jesús Romero-Trillo, 119–149. Berlin, Heidelberg and New York: Mouton de Gruyter.
Gilquin, Gaëtanelle. 2016. “Discourse Markers in L2 English: From Classroom to Naturalistic Input.” In New Approaches to English Linguistics: Building Bridges, ed. by Olga Timofeeva, Anne-Christine Gardner, Alpo Honkapohja, and Sarah Chevalier, 213–249. Amsterdam: John Benjamins.
Gilquin, Gaëtanelle, and Sylviane Granger. 2015. “Learner Language.” In The Cambridge Handbook of English Corpus Linguistics, ed. by Douglas Biber and Rand Reppen, 418–435. Cambridge: Cambridge University Press.
Gilquin, Gaëtanelle, Sylvie De Cock, and Sylviane Granger (eds.). 2010. LINDSEI Louvain International Database of Spoken English Interlanguage. Handbook and CD-ROM. Louvain-la-Neuve: Presses Universitaires de Louvain.
Götz, Sandra, and Joybrato Mukherjee. 2018. “Investigating the Effect of the Study Abroad Variable on Learner Output: A Pseudo-Longitudinal Study on Spoken German Learner English.” In Learner Corpus Research, ed. by Vaclav Brezina, and Lynne Flowerdew, 47–65. London: Bloomsbury.
Gráf, Tomáš. 2017. “The Story of the Learner Corpus LINDSEI_CZ.” Studie z Aplikované Lingvistiky [Studies in Applied Linguistics] 8 (2): 22–35.
Hellermann, John, and Andrea Vergun. 2007. “Language Which Is Not Taught: The Discourse Marker Use of Beginning Adult Learners of English.” Journal of Pragmatics 391: 157–179.
Hoey, Michael. 2002. “Spoken Discourse.” In Macmillan English Dictionary for Advanced Learners of American English, ed. by Michael Rundell, LA16–LA17. Oxford: Macmillan Education.
House, Juliane. 2009. “Subjectivity in English as Lingua Franca Discourse: The Case of You Know.” Intercultural Pragmatics 6 (2): 171–193.
Huang, Lan-fen. 2014. “Constructing the Taiwanese Component of the Louvain International Database of Spoken English Interlanguage (LINDSEI).” Taiwan Journal of TESOL 11 (1): 31–74.
Huang, Lan-fen. 2019. “A Corpus-Based Exploration of the Discourse Marker Well in Spoken Interlanguage.” Language and Speech 62 (3): 570–593.
Huang, Lan-fen, and Tomáš Gráf. (2021). “Expanding LINDSEI to Spoken Learner English from Several L1s across CEFR Levels.” Corpora 16 (2): 271–285.
Huang, Lan-fen, Simon Kubelec, Nicole Keng, and Lung-hsun Hsu. 2018. “Evaluating CEFR Rater Performance through the Analysis of Spoken Learner Corpora.” Language Testing in Asia 8 (14): 1–17.
Jones, Christian, Shelley Byrne, and Nicola Halenko. 2018. Successful Spoken English: Findings from Learner Corpora. Oxon: Routledge.
Leech, Nancy L., Karen C. Barrett, and George A. Morgan. 2005. SPSS for Intermediate Statistics: Use and Interpretation (2nd ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
Liao, Silvie. 2009. “Variation in the Use of Discourse Markers by Chinese Teaching Assistants in the US.” Journal of Pragmatics 41 (7): 1313–1328.
Liu, Binmei. 2016. “Effect of L2 Exposure: From a Perspective of Discourse Markers.” Applied Linguistics Review 7 (1): 73–98.
Lomax, Richard G., and Debbie L. Hahs-Vaughn. 2012. Statistical Concepts – A Second Course (4th ed.). New York: Routledge.
Mora, Joan C., and Margalida Valls-Ferrer. 2012. “Oral Fluency, Accuracy, and Complexity in Formal Instruction and Study Abroad Learning Contexts.” TESOL Quarterly 46 (4): 610–641.
Neary-Sundquist, Colleen. 2014. “The Use of Pragmatic Markers across Proficiency Levels in Second Language Speech.” Studies in Second Language Learning and Teaching 4 (4): 637–663.
O’Keeffe, Anne, Michael McCarthy, and Ronald Carter. 2007. From Corpus to Classroom: Language Use and Language Teaching. Cambridge: Cambridge University Press.
Pallant, Julie. 2011. SPSS Survival Manual (4th ed.). Crows Nest NSW: Allen and Unwin.
Polat, Brittany. 2011. “Investigating Acquisition of Discourse Markers through a Developmental Learner Corpus.” Journal of Pragmatics 431: 3745–3756.
Prodromou, Luke. 2008. English as a Lingua Franca: A Corpus-Based Analysis. London: Continuum.
Romero-Trillo, Jesús. 2002. “The Pragmatic Fossilization of Discourse Markers in Non-Native Speakers of English.” Journal of Pragmatics 34 (6): 769–784.
Rühlemann, Christoph. 2019. Corpus Linguistics for Pragmatics. Oxon: Routledge.
Schiffrin, Deborah. 1987. Discourse Markers. Cambridge: Cambridge University Press.
Schourup, Lawrence. 1999. “Discourse Markers.” Lingua 1071: 227–265.
Svartvik, Jan. 1980. “Well in Conversation.” In Studies in English Linguistics for Randolph Quirk, ed. by Sidney Greenbaum, Geoffrey Leech, and Jan Svartvik, 167–177. London: Longman.
Tabachnick, Barbara G., and Linda S. Fidell. 2012. Using Multivariate Statistics (6th ed.). Boston: Pearson.
Tsai, Pei-shu., and Wo-hsin Chu. 2017. “The Use of Discourse Markers among Mandarin Chinese Teachers, and Chinese as a Second Language and Chinese as a Foreign Language Learners.” Applied Linguistics 38 (5): 638–665.
Vygotsky, Lev Semenovich. 1978. Mind in Society: The Development of Higher Psychological Processes. Cambridge, MA: Harvard University Press.
Wei, Ming. 2011. “A Comparative Study of the Oral Proficiency of Chinese Learners of English across Task Functions: A Discourse Marker Perspective.” Foreign Language Annals 44 (4): 674–691.
Wolk, Christoph, Sandra Götz, and Katja Jäschke. 2021. “Possibilities and Drawbacks of Using an Online Application for Semi-Automatic Corpus Analysis to Investigate Discourse Markers and Alternative Fluency Variables.” Corpus Pragmatics 51: 1–30.
2024. Discourse competence across band scores: an analysis of speaking performance in the General English Proficiency Test. International Review of Applied Linguistics in Language Teaching 62:4 ► pp. 1719 ff.
2024. L2 pragmatic development by early teenagers in study abroad and foreign language settings: a focus on pragmatic markers. Language, Culture and Curriculum 37:3 ► pp. 419 ff.
2024. The Development of Pragmatic Markers in English as a Second Language: Do Age and Learning Context Matter?. Languages 9:4 ► pp. 115 ff.
Tang, Changjiang
2024. Cognitive Linguistics: Fostering English Language Proficiency in Higher Education. The Asia-Pacific Education Researcher
Li, Zhenzhen, Han Ding & Shaohong Zhang
2023. Cross-Corpus Readability Compatibility Assessment for English Texts. IEEE Access 11 ► pp. 101985 ff.
Wetzel, Mathis, Ekaterina Tskhovrebova, Pascal M. Gygax & Sandrine Zufferey
2023. Pragmatic and syntactic constraints on French causal connectives: An evaluation of native and non-native speakers’ sensitivity. Journal of Pragmatics 209 ► pp. 89 ff.
Yu, Yang & Gang Zeng
2023. Lesser relevance markers in Chinese academic spoken English corpus: a cross-disciplinary study on pragmatic features. Frontiers in Psychology 14
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