Article published In: International Journal of Learner Corpus Research
Vol. 6:2 (2020) ► pp.193–219
Word lists and the role of academic vocabulary use in high stakes speaking assessments
Published online: 10 December 2020
https://doi.org/10.1075/ijlcr.20008.smi
https://doi.org/10.1075/ijlcr.20008.smi
Abstract
The current study explored the extent to which academic vocabulary lists could meet the lexical demands of
academic speaking assessments. Indices of word use from lists of academic and general vocabulary were used to predict speaking
scores on three TOEFL tasks. The results found weak associations between list-item use and response scores that varied by task.
Independent response scores were associated with the use of specialized vocabulary from the first level of the Academic
Spoken Word List. Integrated campus situation response scores were most strongly associated with the use of unique
words from the Academic Word List. Integrated academic course response scores were associated with the use of
more sophisticated general vocabulary. Although the findings provide some support for the use of academic vocabulary lists in
speaking assessment preparation, the weak effect sizes point to the need to develop lists of academic vocabulary specific to
academic speaking and assessment.
Keywords: academic vocabulary, vocabulary lists, AWL, academic speaking, TOEFL speaking
Article outline
- 1.Introduction
- 2.Word lists for vocabulary study
- 3.Academic vocabulary lists and language production
- 3.1Academic vocabulary lists and academic writing
- 3.2Academic vocabulary lists and academic speaking
- 3.3Academic vocabulary lists and TOEFL speaking
- 4.Data and methodology
- 4.1Corpus
- 4.2Lists of academic vocabulary
- 4.3Analytical tools and indices
- 4.4Analytical procedures
- 5.Results
- 5.1Independent tasks
- 5.2Campus situation task
- 5.3Academic course task
- 5.4Summary of results
- 6.Discussion
- 7.Limitations
- 8.Conclusion
- Acknowledgements
- Note
References
References (91)
Ackermann, K., & Chen, Y. H. (2013). Developing the Academic Collocation List (ACL) – A corpus-driven and expert-judged approach. Journal of English for Academic Purposes, 12(4), 235–247.
Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 191, 716–723.
Akbarian, I. (2010). The relationship between vocabulary size and depth for ESP/EAP learners. System, 38(3), 391–401.
Bauer, L., & Nation, P. (1993). Word families. International Journal of Lexicography, 6(4), 253–279.
Berman, R., & Cheng, L. (2010). English academic language skills: Perceived difficulties by undergraduate and graduate students, and their academic achievement. Canadian Journal of Applied Linguistics, 4(1), 25–40.
Biber, D., Conrad, S., & Reppen, R. (1994). Corpus-based approaches to issues in applied linguistics. Applied Linguistics, 15(2), 169–189.
Biber, D., Conrad, S., & Cortes, V. (2004). If you look at ... Lexical bundles in university teaching and textbooks. Applied Linguistics, 25(3), 371–405.
Biber, D., & Gray, B. (2013). Discourse characteristics of writing and speaking task types on the TOEFL iBT test: A lexico-grammatical analysis (TOEFL iBT™ Report No. RR-13-04). Princeton, NJ: Educational Testing Service.
Brezina, V., & Gablasova, D. (2015). Is there a core general vocabulary? Introducing the new general service list. Applied Linguistics, 36(1), 1–22.
Brooks, L., & Swain, M. (2014). Contextualizing performances: Comparing performances during TOEFL iBT and real-life academic speaking activities. Language Assessment Quarterly, 11(4), 353–373.
Brown, A., Iwashita, N., & McNamara, T. (2005). An examination of rater orientations and test-taker performance on English-for-academic-purposes speaking tasks (TOEFL Monograph No. MS-29). Princeton, NJ: Educational Testing Service.
Brown, A., & Ducasse, A. M. (2019). An equal challenge? Comparing TOEFL iBTTM speaking tasks with academic speaking tasks. Language Assessment Quarterly, 16(2), 253–270.
Caplan, N. A., & Stevens, S. G. (2017). “Step Out of the Cycle”: Needs, challenges, and successes of international undergraduates at a U.S. University. English for Specific Purposes, 461, 15–28.
Clark, M. K., & Ishida, S. (2005). Vocabulary knowledge differences between placed and promoted EAP students. Journal of English for Academic Purposes, 4(3), 225–238.
Cohen, A. D. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Mahwah, NJ: Lawrence Erlbaum Associates.
(2011). The academic word list 10 years on: Research and teaching implications. TESOL Quarterly, 45(2), 355–362.
(2012). Academic vocabulary, writing and English for Academic purposes: Perspectives from second language learners. RELC Journal, 43(1), 137–145.
(2018). Vocabulary and English for specific purposes: Quantitative and qualitative perspectives. Abingdon: Routledge.
Crossley, S. A., Salsbury, T., McNamara, D. S., & Jarvis, S. (2011). What is lexical proficiency? Some answers from computational models of speech data. TESOL Quarterly, 45(1), 182–193.
Crossley, S. A., & McNamara, D. S. (2013). Applications of text analysis tools for spoken response grading. Language Learning & Technology, 17(2), 171–192.
Cumming, A., Grant, L., Mulcahy-Ernt, P., & Powers, D. E. (2004). A teacher-verification study of speaking and writing prototype tasks for a new TOEFL. Language Testing, 21(2), 107–145.
Dang, T. N. Y. (2018). A Hard Science Spoken Word List. ITL – International Journal of Applied Linguistics, 169(1), 44–71.
(2020). Vietnamese non-English major EFL university students’ receptive knowledge of the most frequent English words. VNU Journal of Foreign Language Studies, 36(3), 1–11.
Dang, T. N. Y., Coxhead, A., & Webb, S. (2017). The academic spoken word list. Language Learning, 67(4), 959–997.
Dang, T. N. Y., & Webb, S. (2014). The lexical profile of academic spoken English. English for Specific Purposes, 33(1), 66–76.
(2016). Making an essential word list for beginners. In I. S. P. Nation (Ed.), Making and using word lists for language learning and testing (pp. 153–167). Amsterdam: John Benjamins.
Davies, M. (2008–). The Corpus of Contemporary American English (COCA): One billion words, 1990–2019. Retrieved from [URL]
Durrant, P. (2014). Discipline and level specificity in university students’ Written vocabulary. Applied Linguistics, 35(3), 328–356.
(2016). To what extent is the Academic Vocabulary List relevant to university student writing? English for Specific Purposes, 431, 49–61.
Eguchi, M., & Kyle, K. (2020). Continuing to explore the multidimensional nature of lexical sophistication: The case of oral proficiency interviews. Modern Language Journal, 4(2), 381–400.
Eldridge, J. (2008). “No, there isn’t an ‘academic vocabulary,’ but…”: A reader responds to K. Hyland and P. Tse’s “Is there an ‘academic vocabulary’?”. TESOL Quarterly, 42(1), 109–113.
Ellis, N. C., Simpson-Vlach, R., & Maynard, C. (2008). Formulaic language in native and second-language speakers. TESOL Quarterly, 42(3), 375–396.
Fan, M. (2000). How big is the gap and how to narrow it? An investigation into the active and passive vocabulary knowledge of L2 listeners. RELC Journal, 31(2), 105–119.
Folse, K. (2011). Applying L2 lexical research findings in ESL teaching. TESOL Quarterly, 45(2), 362–369.
Gardner, D., & Davies, M. (2014). A new academic vocabulary list. Applied Linguistics, 35(3), 305–327.
Goulden, R., Nation, P., & Read, J. (1990). How large can a receptive vocabulary be? Applied Linguistics, 11(4), 341–363.
Harsch, C., Ushioda, E., & Ladroue, C. (2017). Investigating the predictive validity of TOEFL iBT test scores and their use in informing policy in a United Kingdom university setting. ETS Research Report Series, 2017(1), 1–80.
Higginbotham, G., & Reid, J. (2019). The lexical sophistication of second language learners’ academic essays. Journal of English for Academic Purposes, 371, 127–140.
Hincks, R. (2003). Pronouncing the academic word list: Features of L2 student oral presentations. Proceedings of the 15th International Congress of Phonetic Sciences, 1545–1548.
Huang, L. S. (2010). Seeing eye to eye? The academic writing needs of graduate and undergraduate students from students’ and instructors’ perspectives. Language Teaching Research, 14(4), 517–539.
Huntley, H. (2006). Essential academic vocabulary: Mastering the complete academic word list. Boston, MA: Houghton Mifflin Company.
Iwashita, N., Brown, A., McNamara, T., & Hagan, S. O. (2008). Assessed levels of second language speaking proficiency: How distinct? Applied Linguistics, 29(1), 24–49.
Jamieson, J., Eignor, D., Grabe, W., & Kunnan, A. (2008). Frameworks for a new TOEFL. In C. A. Chapelle, M. K. Enright, & J. M. Jamieson (Eds.), Building a validity argument for the Test of English as a Foreign Language (pp. 55–95). Abingdon: Routledge.
Kyle, K. (2020). The relationship between features of source text use and integrated writing quality. Assessing Writing, 451, 1–12.
Kyle, K., & Crossley, S. A. (2015). Automatically assessing lexical sophistication: Indices, tools, findings, and application. TESOL Quarterly, 49(4), 757–786.
Kyle, K., Crossley, S. A., & Berger, C. (2017). The tool for the automatic analysis of lexical sophistication (TAALES): Version 2.0. Behavior Research Methods, 50(3), 1030–1046.
Kyle, K., Crossley, S. A., & McNamara, D. S. (2016). Construct validity in TOEFL iBT speaking tasks: Insights from natural language processing. Language Testing, 33(3), 319–340.
Laufer, B. (1998). The development of passive and active vocabulary: Same or different? Applied Linguistics, 19 (2), 255–271.
(2013). Lexical thresholds for reading comprehension: What they are and how they can be used for teaching purposes. TESOL Quarterly, 47(4), 867–872.
Laufer, B., & Paribakht, T. (1998). The relationship between passive and active vocabularies: Effects of language learning context. Language Learning, 481, 365–391.
Laufer, B., & Ravenhorst-Kalvoski, G. C. (2010). Lexical threshold revisited: Lexical text coverage, learners’ vocabulary size and reading comprehension. Reading in a Foreign Language, 22(1), 15–30.
Lessard-Clouston, M. (2013). Word lists for vocabulary learning and teaching. The CATESOL Journal, 24(1), 287–304.
Malmström, H., Pecorari, D., & Shaw, P. (2018). Words for what? Contrasting university students’ receptive and productive academic vocabulary needs. English for Specific Purposes, 501, 28–39.
Nagy, W., & Anderson, R. C. (1984). How many words are there in printed school English? Reading Research Quarterly, 19(3), 304–330.
Nation, I. S. P. (2001). Learning vocabulary in another language. Cambridge: Cambridge University Press.
(2006). How large a vocabulary is needed for reading and listening? The Canadian Modern Language Review/La Revue Canadienne Des Langues Vivantes, 63(1), 59–81.
(2017). The BNC/COCA word family lists (Version 1.0.0) [Data file]. Retrieved from [URL]
Nation, I. S. P., & Waring, R. (1997). Vocabulary size, text coverage, and word lists. In N. Schmitt & M. McCarthy (Eds.), Vocabulary: Description, acquisition, and pedagogy (pp. 6–19). Cambridge: Cambridge University Press.
Nation, I. S. P., Coxhead, A., Chung, T. M., & Quero, B. (2016). Specialized word lists. In I. S. P. Nation (Ed.), Making and using word lists for language learning and testing (pp. 145–151). Amsterdam: John Benjamins.
Nesi, H., & Gardner, R. C. (2012). Genres across the disciplines: Student writing in higher education. Cambridge: Cambridge University Press.
Nesselhauf, N. (2004). Learner corpora and their potential in language teaching. In J. Sinclair (Ed.), How to use corpora in language teaching (pp. 125–152). Amsterdam: John Benjamins.
Neufeld, S., Hancioǧlu, N., & Eldridge, J. (2011). Beware the range in RANGE, and the academic in AWL. System, 39(4), 533–538.
Ockey, G. J., Koyama, D., Setoguchi, E., & Sun, A. (2015). The extent to which TOEFL iBT speaking scores are associated with performance on oral language tasks and oral ability components for Japanese university students. Language Testing, 32(1), 39–62.
Paquot, M. (2007). Towards a productively-oriented academic word list. In J. Walinski, K. Kredens, & S. Gozdz-Roszkowski (Eds.), Corpora and ICT in language studies. PALC 2005. Lodz studies in LANGUAGE 13 (pp. 127–140). Bern: Peter Lang.
Paribakht, T. S., & Webb, S. (2016). The relationship between academic vocabulary coverage and scores on a standardized English proficiency test. Journal of English for Academic Purposes, 211, 121–132.
Plakans, L., & Gebril, A. (2013). Using multiple texts in an integrated writing assessment: Source text use as a predictor of score. Journal of Second Language Writing, 22(3), 217–230.
Römer, U. (2009). Corpora and language teaching. In A. Lüdeling & M. Kytö (Eds.), Corpus linguistics: An international handbook (pp. 112–131). Berlin: Mouton de Gruyter.
Römer, U., & Donnell, M. B. O. (2011). From student hard drive to web corpus (part 1): The design, compilation and genre classification of the Michigan Corpus of Upper-level Student Papers (MICUSP). Corpora, 6(2), 159–177.
RStudio Team (2020). RStudio: Integrated Development for R. Boston, MA: RStudio, PBC. Retrieved from [URL]
Saito, K., Webb, S., Trofimovich, P., & Isaacs, T. (2016). Lexical profiles of comprehensible second language speech: The role of appropriateness, fluency, variation, sophistication, abstractness, and sense relations. Studies in Second Language Acquisition, 38(4), 677–701.
Schmitt, N. (2008). Review article: Instructed second language vocabulary learning. Language Teaching Research, 12(3), 329–363.
Schmitt, N., & Meara, P. (1997). Researching vocabulary through a word knowledge framework. Studies in Second Language Acquisition, 201, 17–36.
Schmitt, N., & Zimmerman, C. B. (2002). Derivative word forms: What do learners know? TESOL Quarterly, 36(2), 145–171.
Segalowitz, N. (2007). Access fluidity, attention control, and the acquisition of fluency in a second language. Tesol Quarterly, 41(1), 181–186.
Simpson, R. C., Briggs, S. L., Ovens, J., & Swales, J. M. (2002). The Michigan Corpus of Academic Spoken English. Ann Arbor, MI: The Regents of the University of Michigan.
Simpson-Vlach, R., & Ellis, N. C. (2010). An academic formulas list: New methods in phraseology research. Applied Linguistics, 31(4), 487–512.
Šišková, Z. (2016). The relationship between receptive and productive vocabulary of Slavic EFL learners. Topics in Linguistics, 17(2), 26–40.
Stengers, H., Boers, F., Housen, A., & Eyckmans, J. (2011). Formulaic sequences and L2 oral proficiency: Does the type of target language influence the association? IRAL – International Review of Applied Linguistics in Language Teaching, 49(4), 321–343.
van Zeeland, H., & Schmitt, N. (2013). Lexical coverage in L1 and L2 listening comprehension: The same or different from reading comprehension? Applied Linguistics, 34(4), 457–479.
Wang, J., Liang, S., & Ge, G. (2008). Establishment of a medical academic word list. English for Specific Purposes, 271, 442–458.
Webb, S., & Rodgers, M. P. H. (2009a). The lexical coverage of movies. Applied Linguistics, 30(3), 407–427.
Wray, A. (2000). Formulaic sequences in second language teaching: Principle and practice. Applied Linguistics, 21(4), 463–489.
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