Article In: International Journal of Learner Corpus Research: Online-First Articles
How task types shape lexical sophistication in L2 learner writing
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Abstract
This study examined the effects of writing task type on lexical sophistication in second language (L2) writing. A
total of 70 English as a Second Language (ESL) learners at a large US university completed four writing tasks (descriptive,
narrative, expository, and argumentative), producing 280 writing samples as part of their curriculum. The texts were analyzed
using lexical sophistication indices capturing word- and n-gram-based frequency and range, psycholinguistic properties, and
semantic relations. Results showed that academic words were more frequent in argumentative and narrative writing than in
descriptive and expository tasks, whereas the range of academic words, bigrams, and trigrams was higher in expository and
narrative texts. Argumentative essays used words with lower familiarity, imageability, and meaningfulness values, reflecting less
common and less associatively rich vocabulary. Descriptive and narrative essays showed higher polysemy values than argumentative
and expository texts. Overall, task type produced selective effects across dimensions of lexical sophistication, highlighting
implications for L2 writing research and pedagogy.
Keywords: L2 writing, lexical sophistication, task effects, TBLT, lexical development
Article outline
- 1.Introduction
- 2.Review of literature
- 2.1Lexical sophistication as a multifaceted construct
- 2.2The role of task types in L2 writing
- 3.The current study
- 4.Method
- 4.1Participants
- 4.2Writing tasks
- 4.3Procedure
- 4.4The lexical sophistication indices
- 4.5Data analysis
- 5.Results
- 5.1Descriptive patterns of lexical sophistication
- 5.2Inferential Analysis: Linear Mixed-Effects Models
- 6.Discussion
- 6.1Lexical frequency and range
- 6.2Psycholinguistic properties of lexical items
- 6.3Semantic depth
- 6.4Interpreting small but systematic task effects on lexical deployment
- 7.Conclusion: Implications, limitations, and future research directions
- Acknowledgments
- Data availability statement
- AI use statement
- Note
References
References (51)
Abdi Tabari, M., & Golparvar, S. E. (2025). Understanding
task-specific emotions in L2 writing: The influence of task repetition and task rehearsal across proficiency
levels. International Journal of Applied
Linguistics, 35(4), 1982–1995.
Abdi Tabari, M., Lee, J., & Wang, Y. (2023). Capturing
linguistic features of writing in two genres over time. Reading and
Writing, 37(3), 787–809.
Abdi Tabari, M., Liang, X., & Albert, Á. (2025). The
influence of task type and learner language background on writing production and anxiety: A Bayesian linear mixed-effects
analysis. Studies in Second Language Learning and Teaching.
Abdi Tabari, M., Lu, X., & Hu, R. (2025). The
effects of task complexity and task repetition on sense-aware frequency-based lexical sophistication indices in L2
writing. Language Teaching Research.
Abdi Tabari, M., Lu, X., & Wang, Y. (2023). The
effects of task complexity on lexical complexity in L2 writing: An exploratory
study. System, 114, 103021.
Abdi Tabari, M., Wang, Y., & Miller, M. (2024). Understanding
the SSARC model of task sequencing: Assessing L2 writing development. Assessing
Writing, 62, 100893.
Abolhasani, H., Golparvar, S. E., & Robatjazi, M. A. (2022). Modelling
the role of L2 writing anxiety in graph-based composing performance and strategy use. Journal
of Psycholinguistic
Research, 51(2), 417–435.
Alexopoulou, T., Michel, M., Murakami, A., & Meurers, D. (2017). Task
effects on linguistic complexity and accuracy: A large-scale learner corpus analysis employing natural language processing
techniques. Language
Learning, 67(S1), 180–208.
Balota, D. A., Yap, M. J., Hutchison, K. A., Cortese, M. J., Kessler, B., Loftis, B., Neely, J. H., Nelson, D. L., Simpson, G. B., & Treiman, R. (2007). The
English lexicon project. Behavior Research
Methods, 39, 445–459.
Bates, D., Mächler, M., Bolker, B. M., & Walker, S. C. (2015). Fitting
linear mixed-effects models using lme4. Journal of Statistical
Software, 67(1).
Biber, D., & Gray, B. (2013). Discourse
characteristics of writing and speaking task types on the TOEFL iBT® test: A lexico-grammatical
analysis. ETS Research Report
Series, 2013(1).
Biber, D., Gray, B., & Staples, S. (2014). Predicting
patterns of grammatical complexity across language exam task types and proficiency
levels. Applied
Linguistics, 37(5), 639–668.
Bottini, R., & Le Foll, E. (2025). The
more proficient the learners, the less sophisticated their vocabulary? The curious effect of the reference corpus on
mean-frequency measures of lexical sophistication. International Journal of Learner Corpus
Research, 11(1), 47–78.
Brown, V. A. (2021). An
Introduction to linear mixed-effects modeling in R. Advances in Methods and Practices in
Psychological Science, 4(1).
Bulté, B., & Housen, A. (2012). Defining
and operationalising L2 complexity. In A. Housen, F. Kuiken, & I. Vedder (Eds.), Dimensions
of L2 performance and proficiency: Complexity, accuracy and fluency in
SLA (pp. 23–46). Amsterdam: John Benjamins.
(2018). Syntactic
complexity in L2 writing: Individual pathways and emerging group trends. International Journal
of Applied
Linguistics, 28(1), 147–164.
Caltabellotta, E., Van Steendam, E., Noreillie, A. S., Puimège, E., Creten, S., & Peters, E. (2025). Vocabulary
knowledge and vocabulary use in writing: A cross-sectional comparison of L2 English and L2
French. Applied Linguistics, amaf009.
Coltheart, M. (1981). The
MRC psycholinguistic database. The Quarterly Journal of Experimental Psychology Section
A, 33(4), 497–505.
(2016). Approaches
and perspectives on teaching vocabulary for discipline-specific academic
writing. In J. Flowerdew & T. Costley (Eds.), Discipline-specific
writing (pp. 62–76). Routledge.
Crossley, S. A., & McNamara, D. (2012). Predicting
second language writing proficiency: The roles of cohesion and linguistic
sophistication. Journal of Research in
Reading, 35(2), 115–135.
Dang, T. N. Y., Zhao, H., & Finlayson, N. (2025). Tracking
the development in second language writers’ use of academic vocabulary in discipline-specific
assignments. Journal of Second Language
Writing, 69, 101217.
Davies, M. (2008). The
corpus of contemporary American English: 450 million words, 1990-present. [URL]
Durrant, P. (2014). Discipline
and level specificity in university students’ written vocabulary. Applied
Linguistics, 35(3), 328–356.
Durrant, P., Dirdal, H., & Tveitan, V. D. (2025). Vocabulary
sophistication in children’s L2 school writing. International Journal of Learner Corpus
Research, 11(1), 17–46.
Eguchi, M., & Kyle, K. (2020). Continuing
to explore the multidimensional nature of lexical sophistication: The case of oral proficiency
interviews. Modern Language
Journal, 104(2), 381–400.
Ellis, R. (2018). Towards
a modular language curriculum for using tasks. Language Teaching
Research, 23(4), 454–475.
Hyland, K. (2007). Genre
pedagogy: Language, literacy, and L2 writing instruction. Journal of Second Language
Writing, 16(3), 148–164.
Johnson, M. D., & Abdi Tabari, M. (2024). Linguistic
complexity in second language writing: Insight from studies on task planning. Language
Teaching, 58(1), 1–13.
Kim, M., Crossley, S. A., & Kyle, K. (2018). Lexical
sophistication as a multidimensional phenomenon: Relations to second language lexical proficiency, development, and writing
quality. Modern Language
Journal, 102(1), 120–141.
Köylü, Z., Eryilmaz, N., & Perez-Vidal, C. (2023). A
dynamic usage-based analysis of L2 written complexity development of sojourners. Journal of
Second Language Writing, 60, 101002.
Kuiken, F., & Vedder, I. (2008). Cognitive
task complexity and written output in Italian and French as a foreign language. Journal of
Second Language
Writing, 17(1), 48–60.
Kuznetsova, A., Brockhoff, P. B., & Christensen, R. H. B. (2017). lmerTest
package: Tests in linear mixed effects models. Journal of Statistical
Software, 82(13), 1–26.
Kyle, K. (2020). Lexis. In M. Paquot & S. Th. Granger (Eds.), The
Routledge handbook of second language acquisition and
corpora (pp. 332–344). Routledge.
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. (2016). The
relationship between lexical sophistication and independent and source-based writing. Journal
of Second Language
Writing, 34, 12–24.
Lee, C., & Polio, J. (2017). Written
language learning. In S. Loewen & M. Sato (Eds.), The
Routledge handbook of instructed second language
acquisition (pp. 299–318). NewYork: Routledge.
Lu, X. (2011). A
corpus-based evaluation of syntactic complexity measures as indices of college-level ESL writers’ language
development. TESOL
Quarterly, 45(1), 36–62.
Lu, X., & Hu, R. (2021). Sense-aware
lexical sophistication indices and their relationship to second language writing
quality. Behavior Research
Methods, 54(3), 1444–1460.
Manchón, R. M. (2011). Learning-to-write
and writing-to-learn in an additional
language. Amsterdam: John Benjamins Publishing Company.
Michel, M., Murakami, A., Alexopoulou, T., & Meurers, D. (2019). Effects
of task type on morphosyntactic complexity across proficiency. Instructed Second Language
Acquisition, 3(2), 124–152.
Monteiro, K. R., Crossley, S. A., & Kyle, K. (2020). In
search of new benchmarks: Using L2 lexical frequency and contextual diversity indices to assess second language
writing. Applied
Linguistics, 41(2), 280–300.
Paquot, M., König, A., Stemle, E. W., & Frey, J. C. (2024). The
core metadata schema for learner corpora (LC-meta). International Journal of Learner Corpus
Research, 10(2), 280–300.
Paquot, M., & Naets, H. (2024). Phraseological
sophistication as a multidimensional construct. International Journal of Learner Corpus
Research, 11(1), 217–244.
Rokoszewska, K. (2026). Variability
and variation in L2 writing: Complexity, accuracy, and
fluency. Springer.