USE OF MODAL VERBS IN ACADEMIC WRITING: A COMPUTATIONAL FREQUENCY-BASED STUDY

Authors

  • Fakiha Arain MPhil Scholar, Department of English, National University of Modern Languages, Faisalabad Campus. Author
  • Dr. Aftab Akram Lecturer, Department of English, National University of Modern Languages, Faisalabad Campus. Author

DOI:

https://doi.org/10.63878/aaj1498

Keywords:

Modal verbs, Academic writing, Modality, SFL.

Abstract

This study examines the use of modal verbs in academic writing across two disciplinary domains: Natural Sciences and Social Sciences. The research aims to explore how modal verb choices contribute to the expression of stance, certainty, and interpersonal meaning within the framework of M.A.K. Halliday’s Systemic Functional Linguistics. The study adopts a mixed-methods research design, combining quantitative corpus analysis with qualitative functional interpretation. A purposive sample of research articles from the two disciplines was compiled to construct two corpora representing Natural Sciences and Social Sciences texts. Corpus analysis was conducted using AntConc 4.3.1, which allowed the identification and frequency analysis of modal verbs through part-of-speech tagging using the CLAWS C7 tagset, focusing on central modal verbs, and they were subsequently analyzed in terms of their epistemic and deontic functions. The quantitative analysis provides an overview of the distribution and frequency of modal verbs in both corpora, while the qualitative analysis examines how these forms function within their disciplinary contexts. The findings indicate notable similarities and differences in modal usage between the two fields, reflecting distinct patterns of certainty, interpretation, and authorial stance. The study demonstrates that modal verbs operate as important interpersonal resources in academic discourse, shaping how writers present claims and negotiate relationships with readers across disciplinary boundaries.

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References

Ahmad, M., Mahmood, M. A., Mahmood, M. I., & Siddique, A. R. (2019). Use of Modal Verbs as Stance Markers in Pakistani English Newspaper Editorials. Online Journal of Communication and Media Technologies, 9(1). https://doi.org/10.29333/ojcmt/5722

Biber, D., Johansson, S., Leech, G., Conrad, S., & Finegan, E. (1999). Longman Grammar Of Spoken And Written English. Longman.

Btoosh, M. A. (2019). Modals in Arab EFL learners’ composition: A corpus-based approach. Linguistics and Literature Studies, 7(3), 100-109.

Demir, C. (2018). Hedging and academic writing: an analysis of lexical hedges. Journal of Language and Linguistics Studies, 14(4), 74-92.

Doğan, Z. N., & Akbaş, E. (2021). An exploratory study of epistemic stance in results and discussion sections of medical research articles. Atatürk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 25(3), 1132-1150.

Ewer, J. (1979). The modals in formal scientific discourse: function, meaning and use. Santiago, Chile, University of Chile, Department of English Research Report Mimeograph.

Halliday, M. A. K., & Matthiessen, C. (2014). Halliday’s introduction to functional grammar (4th ed.). Routledge.

Halliday, M.K.A. (1994). An Introduction to Functional Grammar. London: Edward Arnold.

He, Y., & Wang, H. (2013). A corpus-based study of epistemic modality markers in Chinese research articles. In Workshop on Chinese Lexical Semantics (pp. 199-208). Springer, Berlin, Heidelberg.

Huddleston, R. (1971). The sentence in written English: a syntactic study based on an analysis of scientific texts. Cambridge: Cambridge University Press.

Huddleston, R., & Pullum, G. K. (2002). The Cambridge grammar of the English language. Cambridge University Press.

Hyland, K. (1994). Hedging in academic writing and EAP textbooks. English for specific purposes, 13/3, 239-256.

Hyland, K. (1998). Hedging in scientific research articles. John Benjamins.

Hyland, K. (2005). Metadiscourse: Exploring interaction in writing. Continuum.

Hyland, K. and Milton, J. (1997). Qualification and certainty in L1 and L2 students' writing. Journal of Second Language Writing, 6/2, 183-205.

Khalid, P. Z. B. M. (2013). Modality analysis of the newspaper articles about the Scottish Ship RMS Queen Elizabeth. Academic Journal of Interdisciplinary Studies, 2(9), 458- 461. https://doi.org/10.5901/ajis.2013.v2n9p458

Khojasteh, L. (2011). Modal auxiliary verbs used in Malaysian English language secondary school textbooks. Thesis submitted to the School of Graduate University Putra Malaysia. PhD dissertation.

Ntsane, M. F. S. (2015). The management of writer-reader interaction in newspaper editorials. Ghana Journal of Linguistics, 4(2), 108-123. https://doi.org/10.4314/gjl.v4i2.5

Palmer, F. R. (2001). Mood and modality (2nd ed.). Cambridge University Press.

Palmer, F. R. (2007). Mood and Modality. Beijing: World Book Publishing Company.

Qun, Z. (2010). Modality and generic features in Chinese EFL writing. Chinese Journal of Applied Linguistics, 5(33), 40-51.

Sadia, S., & Ghani, M. (2019). Modality in Editorials of Pakistani English Newspapers: A Corpus-Based Study. International Journal of English Linguistics, 9(1), 144. https://doi.org/10.5539/ijel.v9n1p144

Singh, C. J. (2019). Modality and Ideology - A Systemic Functional Linguistics Study. Language in India, 19, 56-65. http://www.languageinindia.com/june2019/index.html

Thompson, P. (2001). A pedagogically-motivated corpus-based examination of PhD theses: macrostructure, citation practices and uses of modal verbs. Reading.

Torabiardakani, N., Khojasteh, L. & Shokrpour, N. (2015). Modal auxiliaries and their semantic functions used by advanced EFL learners. Acta Didactica Napocensia, 8(2), 51-60.

Yang, X. (2018). A corpus study of modal verbs in Chinese learners’ academic writing. English Language Teaching, 11(2), 122-130.

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Published

2026-03-28

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Section

Articles

How to Cite

USE OF MODAL VERBS IN ACADEMIC WRITING: A COMPUTATIONAL FREQUENCY-BASED STUDY. (2026). Al-Aasar, 3(1), 239-256. https://doi.org/10.63878/aaj1498