IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v12y2025i1d10.1057_s41599-025-04742-x.html
   My bibliography  Save this article

The impact of research paradigms on encoding and decoding difficulties of applied linguistics articles

Author

Listed:
  • Jiayi Wu

    (Nanjing Normal University)

  • Hongzhong Chen

    (Utrecht University)

  • Lang Chen

    (Solearn International Pte. Ltd)

Abstract

The diachronic change in the information load and the textual readability of research articles has recently attracted much scholarly interest. However, existing research has either focused on disciplinary variations or treated discipline as a homogeneous category. Little attention has been given to the potential interaction between the research paradigm (quantitative vs. qualitative) and the diachronic change within a specific discipline. To address this research gap, this study investigates the cognitive encoding and decoding difficulties in 160 Applied Linguistics research articles cutting across two historical periods (1981–1985 vs. 2011–2015) and two research paradigms (quantitative vs. qualitative). These research articles were randomly selected from four prestigious journals in Applied Linguistics, and the cognitive encoding and decoding difficulties were operationalized as information entropy and mean dependency distance of a research article, respectively. Statistical analyses with a MANOVA and two follow-up univariate ANOVAs show that time and research paradigm combined can significantly explain a large proportion of the variance in the two cognitive difficulty indices. Specifically, qualitative research articles consistently exhibit higher cognitive encoding complexity than their quantitative counterparts in both periods while they both experienced significant increases in this metric. However, regarding the cognitive decoding difficulty, only quantitative research articles have experienced a significant rise. As a result, quantitative research articles have become higher in cognitive decoding difficulty than qualitative ones in the second historical period whereas no paradigmatic difference is found in the first period. These findings are discussed by considering the distinctive epistemological assumptions of the two research paradigms and against the background of ever-growing publication pressure. Hypotheses regarding the effect of the promotional language on both cognitive encoding and decoding difficulties are proposed to address the discrepancy between findings in this study and those in previous research. This study contributes to existing literature by revealing the nuanced patterns in academic writing within a specific discipline, thereby deepening our understanding of disciplinary writing.

Suggested Citation

  • Jiayi Wu & Hongzhong Chen & Lang Chen, 2025. "The impact of research paradigms on encoding and decoding difficulties of applied linguistics articles," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04742-x
    DOI: 10.1057/s41599-025-04742-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-025-04742-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-025-04742-x?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_s41599-025-04742-x. 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.