Article published In: ITL - International Journal of Applied Linguistics
Vol. 172:1 (2021) ► pp.58–84
Words from where?
Predictors of L2 English vocabulary among Norwegian university students
Published online: 23 March 2020
https://doi.org/10.1075/itl.19018.bus
https://doi.org/10.1075/itl.19018.bus
Abstract
This study investigated variation in receptive L2 English vocabulary among Norwegian university students in relation to their field of study and exposure to English, both within and outside of formal education. A survey comprising the Vocabulary Levels Test (Schmitt, N., Schmitt, D., & Clapham, C. (2001). Developing and exploring the behaviour of two new versions of the Vocabulary Levels Test. Language Testing, 18(1), 55–88. ) and questions about sources of language acquisition was completed by 189 Norwegian university students. The results indicate that vocabulary knowledge varied between students whose courses required different amounts of English reading. Extramural exposure to English was found to be a stronger predictor of vocabulary scores than formal English education. Since vocabulary knowledge is an important predictor of reading comprehension, it is important to consider how much the observed variation in vocabulary knowledge might affect academic outcomes.
Article outline
- Introduction
- Literature review
- Sources of L2 vocabulary learning
- Vocabulary and L2 comprehension
- Research questions
- Method
- Participants and procedure
- Instrument
- Analysis
- Results
- RQ 1How much vocabulary at different frequency levels do the students know and how much does this vary within the sample?
- RQ 2How does vocabulary knowledge compare between students with different proportions of English as part of their curriculum?
- RQ 3Which language exposure variables are significantly associated with vocabulary knowledge for these students?
- Time spent at university
- Formal English education vs extramural exposure
- Discussion
- Vocabulary scores
- Vocabulary scores among students from different study programs
- L2 exposure variables associated with vocabulary scores
- Limitations and suggestions for future research
- Conclusion
- Acknowledgements
- Note
References
References (80)
Arnbjörnsdóttir, B. (2018). Using English at university. In B. Arnbjörnsdóttir & H. Ingvarsdóttir (Eds.), Language development across the life span: The impact of English on education and work in Iceland (pp. 143–162). Cham, Switzerland: Springer.
Arnsby, E. S. (2013). How do Norwegian beginner students experience the reading of English course material at university? A mixed-methods study. (Master’s thesis), University of Oslo, Norway.
Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society: Series B (Methodological), 57(1), 289–300.
Bonnet, G. (2004). The assessment of pupil’s skills in English in eight European countries 2002. In Paris: The European network of policy makers for the evaluation of educational systems.
Brevik, L. M. (2016). The gaming outliers. In E. Elstad (Ed.), Educational technology and polycontextual bridging (pp. 39–61). Rotterdam, The Netherlands: Sense Publishers.
Brevik, L. M., & Hellekjær, G. O. (2018). Outliers: Upper secondary school students who read better in the L2 than in L1. International Journal of Educational Research, 891, 80–91.
Brevik, L. M., Olsen, R. V., & Hellekjær, G. O. (2016). The complexity of second language reading: Investigating the L1-L2 relationship. Reading in a Foreign Language, 28(2), 161–182.
Brock-Utne, B. (2001). The Growth of English for Academic Communication in the Nordic Countries. International Review of Education, 47(3/4), 221–233.
Busby, N. L. (2018). Comparing first and second language reading: the use of metacognitive strategies among Norwegian students. Acta Didactica Norge, 12(2), 1–26.
Cobb, T. (2007). Computing the vocabulary demands of L2 reading. Language Learning & Technology, 11(3), 38–63.
Coxhead, A., & Bytheway, J. (2015). Learning vocabulary using two massive online resources: You will not blink. In D. Nunan & J. C. Richards (Eds.), Language learning beyond the classroom (pp. 65–74). New York: Routledge.
Daller, M. H., & Phelan, D. (2013). Predicting international student study success. Applied Linguistics Review, 4(1), 173–193.
Day, R. R., Omura, C., & Hiramatsu, M. (1991). Incidental EFL vocabulary learning and reading. Reading in a Foreign Language, 7(2), 541–551.
Edgarsson, G. (2018). Academic vocabulary proficiency and reading comprehension among Icelandic secondary school students. In B. Arnbjörnsdóttir & H. Ingvarsdóttir (Eds.), Language development across the life span: The impact of English on education and work in Iceland (pp. 95–112). Cham, Switzerland: Springer.
Education First. (2019). English Proficiency Index. Retrieved from [URL]
Fernández, B. G., & Schmitt, N. (2015). How much collocation knowledge do L2 learners have? ITL-International Journal of Applied Linguistics, 166(1), 94–126.
Field, A., Miles, J., & Field, Z. (2012). Discovering statistics using R. London: Sage publications.
Gardner, D., & Davies, M. (2013). A new academic vocabulary list. Applied Linguistics, 35(3), 305–327.
González Fernández, B., & Schmitt, N. (2015). How much collocation knowledge do L2 learners have? ITL-International Journal of Applied Linguistics, 166(1), 94–126.
Grabe, W. (1988). Reassessing the term “interactive.”. In P. L. Carell, J. Devine, & D. E. Esky (Eds.), Interactive approaches to second language reading (pp. 56–70). Cambridge: Cambridge University Press.
(2009). Reading in a second language: Moving from theory to practice. Cambridge: Cambridge University Press.
Graddol, D. (2006). English next: Why global English may mean the end of ‘English as a foreign language’. London: British Council.
Gyllstad, H., Vilkaitė, L., & Schmitt, N. (2015). Assessing vocabulary size through multiple-choice formats: Issues with guessing and sampling rates. ITL-International Journal of Applied Linguistics, 166(2), 278–306.
Hazenberg, S., & Hulstijn, J. H. (1996). Defining a minimal receptive second-language vocabulary for non-native university students: An empirical investigation. Applied Linguistics, 17(2), 145–163.
Hellekjær, G. O. (2005). The acid test: Does upper secondary EFL instruction effectively prepare Norwegian students for the reading of English textbooks at colleges and universities. (PhD thesis), University of Oslo, Norway.
(2008). A case for improved reading instruction for academic English reading proficiency. Acta Didactica Norge, 2(1), 1–17.
(2009). Academic English reading proficiency at the university level: A Norwegian case study. Reading in a Foreign Language, 21(1), 198–222.
(2010). Lecture Comprehension in English-Medium Higher Education. Hermes – Journal of Language and Communication Studies, 451, 11–34.
(2012). Fra Reform 94 til Kunnskapsløftet: En sammenligning av leseferdigheter på engelsk blant avgangselever i den videregående skolen i 2002 og 2011. In T. N. Hopfenbeck, M. Kjærnsli, & R. V. Olsen (Eds.), Kvalitet i norsk skole (pp. 153–171). Oslo, Norway: Universitetsforlaget.
Henriksen, B., Albrechtsen, D., & Haastrup, K. (2004). The relationship between vocabulary size and reading comprehension in the L2. In D. Albrechtsen, K. Haastrup, & B. Henriksen (Eds.), Angles on the English-speaking World (Vol. 41, pp. 129–140). Copenhagen: Museum Tusculanum Press.
Horst, M., Cobb, T., & Meara, P. (1998). Beyond a clockwork orange: Acquiring second language vocabulary through reading. Reading in a Foreign Language, 11(2), 207–223.
Hu, M. H.-C., & Nation, P. (2000). Unknown vocabulary density and reading comprehension. Reading in a Foreign Language, 13(1), 403–430.
Hultgren, A. K., Gregersen, F., & Thøgersen, J. (2014). English in Nordic universities: Ideologies and practices. Amsterdam: John Benjamins.
Jeeves, A. (2018). Perceptions of relevance of English education at secondary school. In B. Arnbjörnsdóttir & H. Ingvarsdóttir (Eds.), Language development across the life span: The impact of English on education and work in Iceland (pp. 113–141). Cham, Switzerland: Springer.
Jóhannsdóttir, Á. (2018). English exposure and vocabulary proficiency at the onset of English instruction. In B. Arnbjörnsdóttir & H. Ingvarsdóttir (Eds.), Language development across the life span: The impact of English on education and work in Iceland (pp. 57–78). Cham, Switzerland: Springer.
Kremmel, B., & Schmitt, N. (2018). Vocabulary levels test. In J. I. Liontas (Ed.), The TESOL encyclopedia of English language teaching (pp. 1–7). Hoboken, NJ, USA: John Wiley & Sons.
Laufer, B. (1989). What percentage of text-lexis is essential for comprehension? In C. Lauren & M. Nordman (Eds.), Special language: From humans thinking to thinking machines (pp. 316–323). Clevedon: Multilingual Matters.
(1992). Reading in a foreign language: How does L2 lexical knowledge interact with the reader’s general academic ability. Journal of Research in Reading, 15(2), 95–103.
Laufer, B., & Paribakht, T. S. (1998). The relationship between passive and active vocabularies: Effects of language learning context. Language Learning, 48(3), 365–391.
Laufer, B., & Ravenhorst-Kalovski, G. C. (2010). Lexical threshold revisited: Lexical text coverage, learners’ vocabulary size and reading comprehension. Reading in a Foreign Language, 22(1), 15–30.
Laufer, B., & Sim, D. D. (1985). Measuring and explaining the reading threshold needed for English for academic purposes texts. Foreign Language Annals, 18(5), 405–411.
Li, L., & MacGregor, L. J. (2010). Investigating the receptive vocabulary size of university-level Chinese learners of English: How suitable is the Vocabulary Levels Test? Language and Education, 24(3), 239–249.
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.
Milton, J., & Treffers-Daller, J. (2013). Vocabulary size revisited: the link between vocabulary size and academic achievement. Applied Linguistics Review, 4(1), 151–172.
(2006). How large a vocabulary is needed for reading and listening? Canadian Modern Language Review, 63(1), 59–82.
(2015). Principles guiding vocabulary learning through extensive reading. Reading in a Foreign Language, 27(1), 136–145.
Pecorari, D., Shaw, P., Irvine, A., & Malmström, H. (2011). English for academic purposes at Swedish universities: Teachers’ objectives and practices. Ibérica, 221, 55–78.
Pecorari, D., Shaw, P., Irvine, A., Malmström, H., & Mežek, Š. (2012). Reading in tertiary education: Undergraduate student practices and attitudes. Quality in Higher Education, 18(2), 235–256.
Peters, E. (2018). The effect of out-of-class exposure to English language media on learners’ vocabulary knowledge. ITL-International Journal of Applied Linguistics, 169(1), 142–168.
Peters, E., Noreillie, A. S., Heylen, K., Bulté, B., & Desmet, P. (2019). The Impact of Instruction and Out-of-School Exposure to Foreign Language Input on Learners’ Vocabulary Knowledge in Two Languages. Language Learning, 69(3), 747–782.
Peters, E., & Webb, S. (2018). Incidental vocabulary acquisition through viewing L2 television and factors that affect learning. Studies in Second Language Acquisition, 40(3), 551–577.
Puimège, E., & Peters, E. (2019). Learning L2 vocabulary from audiovisual input: an exploratory study into incidental learning of single words and formulaic sequences. The Language Learning Journal, 47(4), 424–438.
Qian, D. (1999). Assessing the roles of depth and breadth of vocabulary knowledge in reading comprehension. Canadian Modern Language Review, 56(2), 282–308.
Saragi, T., Nation, I. S. P., & Meister, G. F. (1978). Vocabulary learning and reading. System, 6(2), 72–78.
Schmitt, N., Jiang, X., & Grabe, W. (2011). The percentage of words known in a text and reading comprehension. The Modern Language Journal, 95(1), 26–43.
Schmitt, N., & Meara, P. (1997). Researching vocabulary through a word knowledge framework: Word associations and verbal suffixes. Studies in Second Language Acquisition, 19(1), 17–36.
Schmitt, N., Schmitt, D., & Clapham, C. (2001). Developing and exploring the behaviour of two new versions of the Vocabulary Levels Test. Language Testing, 18(1), 55–88.
Schwach, V., & Dalseng, C. F. (2011). Språk i pensumlitteratur. Bruk av norsk og engelsk i første år på grunnivå i høyere utdanning: Fysikk, historie, informatikk, sosiologi og sykepleie (Vol. 91). Oslo: NIFU.
Shaw, P., & McMillion, A. (2011). Components of success in academic reading tasks for Swedish students. Ibérica, 221, 141–162.
Skjelde, K. M. (2015). Academic vocabulary unleashed potential? A corpus study of English course materials for advanced Norwegian learners of English. (Master’s thesis), University of Bergen, Norway.
Sletten, M. A., Strandbu, Å., & Gilje, Ø. (2015). Idrett, dataspilling og skole – konkurrerende eller «på lag»? Norsk Pedagogisk Tidsskrift, 99(5), 334–350.
Stæhr, L. S. (2008). Vocabulary size and the skills of listening, reading and writing. Language Learning Journal, 36(2), 139–152.
(2009). Vocabulary knowledge and advanced listening comprehension in English as a foreign language. Studies in Second Language Acquisition, 31(4), 577–607.
Stanovich, K. E. (1986). Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Journal of Education, 189(1–2), 23–55.
Sundqvist, P. (2009). Extramural English matters: Out-of-school English and its impact on Swedish ninth graders’ oral proficiency and vocabulary. (PhD thesis), Karlstad University, Sweden.
(2019). Commercial-off-the-shelf games in the digital wild and L2 learner vocabulary. Language Learning & Technology, 23(1), 87–113.
Sundqvist, P., & Wikström, P. (2015). Out-of-school digital gameplay and in-school L2 English vocabulary outcomes. System, 511, 65–76.
Sylvén, L. K., & Sundqvist, P. (2012). Gaming as extramural English L2 learning and L2 proficiency among young learners. ReCALL, 24(03), 302–321.
Townsend, D., Filippini, A., Collins, P., & Biancarosa, G. (2012). Evidence for the importance of academic word knowledge for the academic achievement of diverse middle school students. The Elementary School Journal, 112(3), 497–518.
Vafaee, P., & Suzuki, Y. (2019). The relative significance of syntactic knowledge and vocabulary knowledge in second language listening ability. Studies in Second Language Acquisition, 1–28.
Webb, S., & Chang, A. C.-S. (2012). Second language vocabulary growth. RELC Journal, 43(1), 113–126.
Webb, S., Sasao, Y., & Ballance, O. (2017). The updated Vocabulary Levels Test: Developing and validating two new forms of the VLT. ITL-International Journal of Applied Linguistics, 168(1), 33–69.
Cited by (13)
Cited by 13 other publications
Sundqvist, Pia & Erica Sandlund
Heisterkamp, Penny, Anja Schüppert, Veerle Baaijen & Marije Michel
Imsa-ard, Pariwat
Uztosun, Mehmet Sercan & Pia Sundqvist
Vold, Eva Thue
Busby, Nicole Louise
Sundqvist, Pia & M. Sercan Uztosun
Ghamarian-Krenn, Katharina & Marlene Schwarz
LEON, Crina
Rød, Alison Jones & Raees Calafato
Warnby, Marcus, Hans Malmström & Kajsa Yang Hansen
Warnby, Marcus
2022. Receptive academic vocabulary knowledge and extramural English involvement – is there a correlation?. ITL - International Journal of Applied Linguistics 173:1 ► pp. 120 ff.
This list is based on CrossRef data as of 30 march 2026. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers. Any errors therein should be reported to them.
