IDEAS home Printed from https://ideas.repec.org/a/bcp/journl/v10y2026i1p1468-1479.html

Exploring the Use of AI-Generated Contextual Sentences for English Vocabulary Acquisition Among Malaysian ESL Learners

Author

Listed:
  • Lavaneesh Rama

    (Faculty of Languages and Communication, University Pendidikan Sultan Idris, Tg. Malim, Perak, Malaysia)

  • Samuel Manickam

    (Faculty of Languages and Communication, University Pendidikan Sultan Idris, Tg. Malim, Perak, Malaysia)

  • Yuvavatania Davudars

    (Faculty of Languages and Communication, University Pendidikan Sultan Idris, Tg. Malim, Perak, Malaysia)

  • Mohd Haniff Mohd Tahir

    (Faculty of Languages and Communication, University Pendidikan Sultan Idris, Tg. Malim, Perak, Malaysia)

Abstract

This study investigates the efficacy of AI-generated contextual sentences in enhancing vocabulary acquisition among Malaysian ESL learners. Vocabulary mastery is pivotal for language proficiency, yet rote learning methods often fail to provide the necessary context for long-term retention. Adopting a mixed-method research design, this study utilises methodological triangulation comprising pre- and post-tests, semi-structured teacher interviews, and student interviews. The study involved 10 Form Four ESL students and 3 English teachers from a Malaysian secondary school in Ipoh, Perak, and evaluated the effectiveness of AI-customised vocabulary exercises tailored to learner interests. Quantitative data were analysed using pre- and post-test comparisons, which revealed a clear improvement in vocabulary definition accuracy and contextual usage following the intervention. Qualitative findings further indicated heightened learner engagement and motivation. However, discrepancies between written vocabulary mastery and oral fluency were observed. These findings provide important implications for the pedagogical integration of Generative AI in English Language Teaching (ELT).

Suggested Citation

  • Lavaneesh Rama & Samuel Manickam & Yuvavatania Davudars & Mohd Haniff Mohd Tahir, 2026. "Exploring the Use of AI-Generated Contextual Sentences for English Vocabulary Acquisition Among Malaysian ESL Learners," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 10(1), pages 1468-1479, January.
    • Handle: RePEc:bcp:journl:v:10:y:2026:i:1:p:1468-1479
    as

    Download full text from publisher

    File URL: https://rsisinternational.org/journals/ijriss/uploads/vol10-iss1-pg1468-1479-202601_pdf.pdf
    Download Restriction: no
    File URL: https://rsisinternational.org/journals/ijriss/view/exploring-the-use-of-ai-generated-contextual-sentences-for-english-vocabulary-acquisition-among-malaysian-esl-learners/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stephen C. Slota & Kenneth R. Fleischmann & Sherri Greenberg & Nitin Verma & Brenna Cummings & Lan Li & Chris Shenefiel, 2023. "Locating the work of artificial intelligence ethics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(3), pages 311-322, March.
    2. Xuemei Li & Alexander Sigov & Leonid Ratkin & Leonid A. Ivanov & Ling Li, 2023. "Artificial intelligence applications in finance: a survey," Journal of Management Analytics, Taylor & Francis Journals, vol. 10(4), pages 676-692, October.
    3. Yihong Li & Feiran Wang, 2023. "Quantitative Stock Selection Based on Artificial Intelligence," Advances in Economics, Business and Management Research, in: Amalendu Bhunia & Rubi Binti Ahmad & Yifeng Zhu (ed.), Proceedings of the 2023 International Conference on Finance, Trade and Business Management (FTBM 2023), pages 262-270, Springer.
    4. Xiang Li & Shuo Zhang & Wei Zhang, 2023. "Applied Computing and Artificial Intelligence," Mathematics, MDPI, vol. 11(10), pages 1-4, May.
    5. ., 2023. "The artificial intelligence ecosystem," Chapters, in: The Rise of Algorithmic Society and the Strategic Role of Arts and Culture, chapter 2, pages 6-30, Edward Elgar Publishing.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Deepak Mishra & Mansi Kedia & Aarti Reddy, 2026. "AI and Jobs: This time is no different," Indian Council for Research on International Economic Relations (ICRIER) Report 26-r-06, Indian Council for Research on International Economic Relations (ICRIER), New Delhi, India.
    2. Katharina Agethen & Luc Sandfort & Anja Iseke, 2026. "Are Collectivistic Leaders Necessary for Fluid Virtual Teams? A Multilevel Configurational Approach," Working Papers Dissertations 171, Paderborn University, Faculty of Business Administration and Economics.
    3. Emanuela MIDOLO & Rosangela BARCARO, 2025. "Artificial Intelligence and Medicine in the Old Continent: How Europe is Trying to Define an Ethical Application of this New Technology," RAIS Journal for Social Sciences, Research Association for Interdisciplinary Studies, vol. 9(2), pages 424-432, November.
    4. Koji Takahashi & Joon Suk Park, 2026. "Generative AI for surveys on payment apps: AI views on privacy and technology," BIS Working Papers 1333, Bank for International Settlements.
    5. Austin Mwange & Kampamba Clarence Chibesa & Windu Matoka & Lwando Kalaba, 2025. "An Investigation of the Impacts of Artificial Intelligence on Financial Inclusion in Developing Economies: Case of Sub-Saharan Africa," African Journal of Commercial Studies, African Journal of Commercial Studies, vol. 6(3).
    6. Berlinski, Elise & Morales, Jérémy & Sponem, Samuel, 2024. "Artificial imaginaries: Generative AIs as an advanced form of capitalism," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 99(C).
    7. Jiang, Yirui & Tran, Trung Hieu & Williams, Leon, 2023. "Machine learning and mixed reality for smart aviation: Applications and challenges," Journal of Air Transport Management, Elsevier, vol. 111(C).
    8. Bambang Irawan & Donald Crestofel Lantu & Achmad Ghazali & Nur Budi Mulyono, 2026. "The Effect of Machine to Machine (M2M) Learning Interaction on Digital Banking Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(1), pages 2995-3031, February.
    9. Reza Banai, 2024. "How Does the Neighborhood Unit Inform Community Revitalization?," Land, MDPI, vol. 13(6), pages 1-14, May.
    10. Lizelle Ramaccio Clavino, 2025. "Legal pedagogy through AI: A justice-oriented approach for equity and transformation in South African higher education," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 14(9), pages 439-448, December.
    11. Marius Bertolucci, 2025. "L'État Sous Algorithme : Vers L'Algocratie ?," Post-Print hal-05520407, HAL.
    12. Rahul Meena & Saumyaranjan Sahoo & Ashish Malik & Satish Kumar & Mai Nguyen, 2025. "Artificial intelligence and circular supply chains: framework for applications and deployment from the triple bottom line model perspective," Annals of Operations Research, Springer, vol. 354(1), pages 71-101, November.
    13. Ling Li, 2024. "Industry 4.0 and Beyond," Information Systems Frontiers, Springer, vol. 26(5), pages 1581-1583, October.
    14. Gulshan Kumar & Ali Altalbe, 2025. "Artificial intelligence (AI) advancements for transportation security: in-depth insights into electric and aerial vehicle systems," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(11), pages 25913-25963, November.
    15. Nicole Gross, 2023. "What ChatGPT Tells Us about Gender: A Cautionary Tale about Performativity and Gender Biases in AI," Social Sciences, MDPI, vol. 12(8), pages 1-15, August.
    16. Mardia, Kanti V., 2024. "Fisher’s pioneering work on discriminant analysis and its impact on Artificial Intelligence," Journal of Multivariate Analysis, Elsevier, vol. 203(C).
    17. Mohammed El-Astal, 2026. "A Move Analysis of a ChatGPT-4o-Generated News Release: Insights from a Quasi-Experimental Study in the Digital Transformation Era," Studies in Media and Communication, Redfame publishing, vol. 14(1), pages 316-324, March.
    18. Sebastián Uriarte & Hugo Baier-Fuentes & Jorge Espinoza-Benavides & William Inzunza-Mendoza, 2026. "Artificial intelligence technologies and entrepreneurship: a hybrid literature review," Review of Managerial Science, Springer, vol. 20(1), pages 251-299, January.
    19. repec:osf:osfxxx:ube2z_v1 is not listed on IDEAS
    20. repec:osf:osfxxx:6ceuz_v1 is not listed on IDEAS
    21. Yan, Tao & Li, Shengnan & Kraner, Benjamin & Zhang, Luyao & Tessone, Claudio J., 2024. "Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: An Advanced Data Engineering Workflow and Comprehensive Datasets for Proof-of-Stake Incentives," OSF Preprints 6ceuz, Center for Open Science.
    22. Jiao, Yong & Wang, Gaofei & Li, Chengyou & Pan, Jia, 2024. "Digital inclusive finance, factor flow and industrial structure upgrading: Evidence from the yellow river basin," Finance Research Letters, Elsevier, vol. 62(PA).

    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:bcp:journl:v:10:y:2026:i:1:p:1468-1479. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: Dr. Pawan Verma (email available below). General contact details of provider: https://rsisinternational.org/journals/ijriss/ .

    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.