Leveraging AI Chatbots in ESP: The Role of Digital Readiness in Enhancing Vocational Students’ Willingness to Communicate
DOI:
https://doi.org/10.55606/lencana.v4i2.6086Keywords:
AI Chatbots, Digital Readiness, ESP, Vocational Students, WTCAbstract
This research investigates the effects of digital readiness and using AI chatbots affects vocational students' willingness to communicate in English, specifically for work or study purposes. The study used a questionnaire to collect data from 182 students in Sumatera, Indonesia and then analyzed the results to see how digital readiness and chatbot use individually and together impact students' willingness to communicate in English. The findings reveal that both digital readiness and AI chatbot use significantly and positively influence students’ WTC, with digital readiness emerging as the stronger predictor. The model explains a substantial proportion of variance in WTC, indicating that students’ preparedness to engage with digital technologies plays a critical role in maximizing the benefits of AI-mediated learning environments. AI chatbots were found to enhance communicative confidence, reduce anxiety, and encourage active participation in English communication. A novel contribution of this study is the identification of the dual role of learners’ mother language (L1). While strategic L1 use supports idea formulation and boosts confidence, excessive reliance may hinder spontaneous communication. AI chatbot interaction appears to facilitate a gradual shift from L1 dependence to more autonomous L2 use. These findings offer important theoretical and pedagogical implications for technology-enhanced ESP learning in vocational education contexts.
Downloads
References
Benavides, L. M. C., Tamayo Arias, J. A., Arango Serna, M. D., Branch Bedoya, J. W., & Burgos, D. (2020). Digital transformation in higher education institutions: A systematic literature review. Sensors, 20(11), 3291. https://doi.org/10.3390/s20113291
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). Sage Publications.
El Shazly, R. (2021). Effects of artificial intelligence on English speaking anxiety and speaking performance: A case study. Expert Systems, 38(3), e12667. https://doi.org/10.1111/exsy.12667
Fathi, J., Rahimi, M., & Derakhshan, A. (2024). Improving EFL learners' speaking skills and willingness to communicate via artificial intelligence mediated interactions. System, 121, 103254. https://doi.org/10.1016/j.system.2024.103254
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.
Jin, S., & Lee, H. (2022). Willingness to communicate and its high-evidence factors: A meta-analytic structural equation modeling approach. Journal of Language and Social Psychology, 41(6), 716–745. https://doi.org/10.1177/0261927X221092098
Kim, A., & Su, Y. (2024). How implementing an AI chatbot impacts Korean as a foreign language learners' willingness to communicate in Korean. System, 122, 103256. https://doi.org/10.1016/j.system.2024.103256
Lee, J. S. (2022). The role of grit and classroom enjoyment in EFL learners' willingness to communicate. Journal of Multilingual and Multicultural Development, 43(5), 452–468. https://doi.org/10.1080/01434632.2020.1746319
Liza, K., & Andriyanti, E. (2020). Digital literacy scale of English pre-service teachers and their perceived readiness toward the application of digital technologies. Journal of Education and Learning (EduLearn). https://doi.org/10.11591/edulearn.v14i1.13925
MacIntyre, P. D., & Wang, L. (2021). Willingness to communicate in the L2 about meaningful photos: Application of the pyramid model of WTC. Language Teaching Research, 25(6), 878–898. https://doi.org/10.1177/13621688211004645
MacIntyre, P. D., Clément, R., Dörnyei, Z., & Noels, K. A. (1998). Conceptualizing willingness to communicate in a L2: A situational model of L2 confidence and affiliation. The Modern Language Journal, 82(4), 545–562. https://doi.org/10.1111/j.1540-4781.1998.tb05543.x
MacIntyre, P., Panahi, A., & Mohebbi, H. (2025). Peter D. MacIntyre's 35-year research contribution to psychology, language education and communication: A systematic review. Language Teaching Research Quarterly, 48, 297–336. https://doi.org/10.32038/ltrq.2025.48.18
Martin, F., Stamper, B., & Flowers, C. (2020). Examining student perception of readiness for online learning: Importance and confidence. Online Learning, 24(2), 38–58. https://doi.org/10.24059/olj.v24i2.2053
Peng, D., & Yu, Z. (2022). A literature review of digital literacy over two decades. Education Research International, 2022(1), 2533413. https://doi.org/10.1155/2022/2533413
Rahmawati, Y. (2026). Digital readiness in ESP learning: Evidence from vocational maritime education. Journal of English Education Program, 7(1). https://doi.org/10.26418/jeep.v7i1.99836
Sato, R. (2023). Examining fluctuations in the WTC of Japanese EFL speakers: Language proficiency, affective and conditional factors. Language Teaching Research, 27(4), 974–994. https://doi.org/10.1177/1362168820977825
Wallace, R. S. (2009). The anatomy of Alice. Springer Netherlands.
Waluyo, B., & Isti Pratiwi, D. (2025). AI chatbot-assisted English learning and willingness to communicate: A narrative meta-synthesis of evidence from Asian English as a foreign language contexts. The JALT CALL Journal. https://doi.org/10.29140/jaltcall.v21n3.102884
Weizenbaum, J. (1966). ELIZA—A computer program for the study of natural language communication between man and machine. Communications of the ACM, 9(1), 36–45. https://doi.org/10.1145/365153.365168
Yuan, Y. (2024). An empirical study of the efficacy of AI chatbots for English as a foreign language learning in primary education. Interactive Learning Environments, 32(10), 6774–6789. https://doi.org/10.1080/10494820.2023.2282112
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Nurul Inayah Hutasuhut, Weria Hendri, Ahmad Fadli Harahap

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.






