IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v12y2025i1d10.1057_s41599-025-05235-7.html
   My bibliography  Save this article

Exploring the grammatical complexity of L2 on non-English major learners’ writing: taking engineering students as a case study

Author

Listed:
  • Barbara Wing Yee Siu

    (Hong Kong Polytechnic University)

  • Muhammad Afzaal

    (Shanghai International Studies University)

  • Hessah Saleh Aldayel

    (King Saud University)

  • Qiuhan Lin

    (City University of Hong Kong)

Abstract

Over the past 10 years, the subject of grammatical complexity has attracted significant global interests. The present study employs the Register-Functional approach, shedding light on grammatical variations in the written mediums. Leveraging three corpora (i.e., the British Academic Written English corpus (BAWE), CEE corpus, and the Arab corpus), this study compares the writing assessment of native and L2 English students throughout their university tenures and across disciplines. It integrates inferential statistics with descriptive metrics to delve into correlations between the students’ academic year, the utilization of linguistic attributes, and the patterns framing their usage over time. Results found that while native speakers largely present stage 2 complexity, Chinese engineering students from the CEE corpus primarily display stage 3 grammatical complexity. The Saudi corpus, though taught in English, follows a similar yet distinct trend. While English continues to be championed as a medium of instruction, the clear divergence in writing structures between L1 and L2 writers accentuates the imperative for linguistic progression in L2 learners.

Suggested Citation

  • Barbara Wing Yee Siu & Muhammad Afzaal & Hessah Saleh Aldayel & Qiuhan Lin, 2025. "Exploring the grammatical complexity of L2 on non-English major learners’ writing: taking engineering students as a case study," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-9, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05235-7
    DOI: 10.1057/s41599-025-05235-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-025-05235-7
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-025-05235-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05235-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.