Abstract
Speaking proficiency remains a significant challenge for Vietnamese EFL learners due to limited practice opportunities, heightened anxiety, and psychological barriers. This study investigated the impact of AI chatbot integration on Vietnamese university students' speaking performance and confidence. Employing a one-group pre-test post-test quasi-experimental design, 38 intermediate-level EFL learners engaged in structured AI chatbot practice three times weekly for eight weeks. Speaking performance was assessed using IELTS-style tests evaluating fluency, grammatical accuracy, pronunciation, and lexical resource, while speaking confidence was measured through an adapted anxiety questionnaire. Results revealed significant improvements in both speaking performance (d = 1.45) and confidence (d = 1.24), with all performance dimensions demonstrating substantial gains. Notably, lower-confidence learners experienced greater confidence increases (M = 9.82 vs. M = 5.67), and performance improvements positively correlated with confidence gains (r = .48). Individual variability analysis identified that while 89.5% showed performance improvement, 10.5% experienced minimal change or decline, attributed to inconsistent practice and technical difficulties. These findings suggest that AI chatbot integration effectively addresses both linguistic and affective dimensions of speaking development in Vietnamese EFL contexts. The results hold important implications for technology-enhanced language pedagogy, particularly for learners experiencing speaking anxiety and requiring additional practice opportunities beyond traditional classroom instruction.
References
E. Rahmawati, H. Herlina, and N. Lustyantie, "Unleashing English-speaking proficiency: The role of academic environment, technology, and linguistic adaptability evidence from Indonesia," Social Sciences & Humanities Open, vol. 12, pp. 1-19, 2025.
https://doi.org/10.1016/j.ssaho.2025.101821
Naumoska and B. Naumoska-Sarakinska, "Exploring aspects of inclusion to enhance oral proficiency in higher education EFL classrooms," Journal of Teaching English for Specific and Academic Purposes, pp. 77-85, 2024.
https://doi.org/10.22190/JTESAP231016007N
E. Stankova, R. Chlumska, and D. Zerzanova, "The relationship between native and foreign language speaking proficiency in university students," Journal of Language and Education, vol. 8, no. 2, pp. 122-139, 2022.
https://doi.org/10.17323/jle.2022.11501
M. H. Sawalmeh and M. Dey, "Globalization and the increasing demand for spoken English teachers," Research Journal in Advanced Humanities, vol. 4, no. 2, pp. 47-60, 2023.
https://doi.org/10.58256/rjah.v4i2.1097
J. I. Lopez, A. P. Becerra, and M. R. Ramirez-Avila, "EFL speaking fluency through authentic oral production," Journal of Foreign Language Teaching and Learning, vol. 6, no. 1, pp. 37-55, 2021.
https://doi.org/10.18196/ftl.v6i1.10175
T. N. N. Truong, "Vietnamese version of the self-regulated motivation for improving speaking English as a foreign language (VV-SRMIS-EFL): Validation and speaking score correlations," Frontiers in Education, vol. 10, pp. 1-16, 2025.
https://doi.org/10.3389/feduc.2025.1464608
T. A. Nguyen, "Addressing English-speaking anxiety in Vietnamese initial teacher education: Beyond coping strategies," Asian-Pacific Journal of Second and Foreign Language Education, vol. 10, no. 1, pp. 1-27, 2025.
https://doi.org/10.1186/s40862-025-00324-1
H. T. V. Ngo, T. C. Dan, and T. B. H. Phan, "Exploring classroom English-speaking anxiety: Perspectives of English non-majored students," European Journal of Applied Linguistics Studies, vol. 8, no. 2, pp. 1-32, 2025.
https://doi.org/10.46827/ejals.v8i2.592
T. Pham, H. T. Hong, T. T. Chau, N. V. A. Le, P. T. T. Tran, and M. N. N. Nguyen, "The relationships between students' self-confidence and their English-speaking performance," European Journal of Education Studies, vol. 8, no. 9, pp. 1-18, 2021.
https://doi.org/10.46827/ejes.v8i9.3872
N. T. Tran, T. T. Nguyen, and H. H. Pham, "Exploring the challenges of L1 negative transfer among Vietnamese English language learners: A qualitative study," rEFLections, vol. 31, no. 2, pp. 837-857, 2024.
https://doi.org/10.61508/refl.v31i2.275268
T. D. Tran, V. D. Le, H. Nguyen, and T. B. D. Dang, "Challenges faced by EFL students at a university in Vietnam in developing English speaking skills," Multidisciplinary Science Journal, vol. 8, no. 2, pp. 1-11, 2025.
https://doi.org/10.31893/multiscience.2026021
T. B. Nguyen and Y. H. G. Lo, "Perceptions of Vietnamese EFL high school teachers and students towards English as a lingua franca," International Journal of TESOL & Education, vol. 2, no. 1, pp. 327-348, 2022.
https://doi.org/10.54855/ijte.222120
M. McTear and M. Ashurkina, Transforming Conversational AI: Exploring the Power of Large Language Models in Interactive Conversational Agents. Apress, 2024.
https://doi.org/10.1007/979-8-8688-0110-5
X. Chen, D. Zou, G. Cheng, and H. Xie, "Detecting latest development trends in technology-enhanced learning: A systematic review," Computers & Education, vol. 210, 104977, 2025.
T. Tai and H. H. Chen, "Improving elementary EFL speaking skills with generative AI chatbots: Exploring individual and paired interactions," Computers & Education, vol. 220, pp. 1-21, 2024.
https://doi.org/10.1016/j.compedu.2024.105112
J. Fathi, M. Rahimi, and A. Derakhshan, "Improving EFL learners' speaking skills and willingness to communicate via artificial intelligence-mediated interactions," System, vol. 121, pp. 1-24, 2024.
https://doi.org/10.1016/j.system.2024.103254
M. Huang, "Student engagement and speaking performance in AI-assisted learning environments," Education and Information Technologies, vol. 30, no. 6, pp. 7143-7165, 2024.
https://doi.org/10.1007/s10639-024-12989-1
T. Wu, I. P. Hapsari, and Y. Huang, "Effects of incorporating AI chatbots into think-pair-share activities on EFL speaking anxiety," Computer Assisted Language Learning, pp. 1-39, 2025.
https://doi.org/10.1080/09588221.2025.2478271
T. D. Truong, P. Hallinger, and K. Sanga, "Confucian values and school leadership in Vietnam," Educational Management Administration & Leadership, vol. 45, no. 1, pp. 77-100, 2016.
https://doi.org/10.1177/1741143215607877
H. V. Le, B. Dang, T. P. Vo, M. Q. P. Nguyen, and N. Q. C. Nguyen, "Anonymous yet accountable: Investigating sociocultural dynamics in peer feedback among Vietnamese EFL students," Learning Culture and Social Interaction, vol. 54, pp. 1-17, 2025.
https://doi.org/10.1016/j.lcsi.2025.100939
F. M. a. M. Awadh, N. H. P. S. Putro, A. E. Pohan, and Y. A. Alsamiri, "Improving English pronunciation through phonetics instruction in Yemeni EFL classrooms," Journal of Languages and Language Teaching, vol. 12, no. 2, pp. 930-940, 2024.
https://doi.org/10.33394/jollt.v12i2.10720
J. Zhang, Q. Liao, L. Li, and J. Luo, "The influence of natural language processing on EFL speaking skills," Journal of Educational Computing Research, pp. 1-15, 2025.
S. Hasnain and S. Halder, "Intricacies of the multifaceted triad-complexity, accuracy, and fluency: A review of studies on measures of oral production," Journal of Education, vol. 204, no. 1, pp. 145-158, 2022.
https://doi.org/10.1177/00220574221101377
H. Hu, N. E. M. Said, and H. Hashim, "Human ratings and complexity, accuracy, and fluency (CAF) indices: A correlational study," SAGE Open, vol. 15, no. 2, pp. 1-13, 2025.
https://doi.org/10.1177/21582440251343944
Z. Neumanová, "An investigation of complexity, accuracy, and fluency in the speech of EFL learners," Theory and Practice of Second Language Acquisition, pp. 1-22, 2025.
https://doi.org/10.31261/TAPSLA.15946
N. English, P. Robertson, S. Gillis, and L. Graham, "Rubrics and formative assessment in K-12 education: A scoping review," International Journal of Educational Research, vol. 113, pp. 1-23, 2022.
https://doi.org/10.1016/j.ijer.2022.101964
M. H. Vincheh, A. Mirzaei, and A. Roohani, "A cognitive diagnostic approach to IELTS speaking test," Language Testing in Asia, vol. 14, no. 1, pp. 1-21, 2024.
A. Bandura, "Self-efficacy: Toward a unifying theory of behavioral change," Psychological Review, vol. 84, no. 2, pp. 191-215, 1977.
https://doi.org/10.1037/0033-295X.84.2.191
X. Hao and F. Fang, "Learners' speaking self-efficacy, self-efficacy sources and their relations," Asia Pacific Journal of Education, pp. 1-16, 2024.
https://doi.org/10.1080/02188791.2024.2414051
P. Chang, L. Zhou, and L. J. Zhang, "The roles of task-specific self-efficacy and enjoyment in EFL learners' development of speaking CALF," System, vol. 127, pp. 1-22, 2024.
https://doi.org/10.1016/j.system.2024.103539
Y. Wang and P. P. Sun, "Development and validation of scales for speaking self-efficacy," PLoS ONE, vol. 19, no. 1, pp. 1-19, 2024.
https://doi.org/10.1371/journal.pone.0297517
Z. E. Aouri, "A closer look at Moroccan EFL learners' use of language learning strategies," The Journal of Quality in Education, vol. 11, no. 18, pp. 47-78, 2021.
https://doi.org/10.37870/joqie.v11i18.267
T. T. L. Bui et al., "The difficulties in oral presentation of English-majored juniors at Tay Do University," European Journal of English Language Teaching, vol. 7, no. 2, pp. 170-215, 2022.
https://doi.org/10.46827/ejel.v7i2.4238
L. Aldhafeeri et al., "Generative AI chatbots across domains: A systematic review," Applied Sciences, vol. 15, no. 20, pp. 1-15, 2025.
https://doi.org/10.3390/app152011220
Y. Wang, "Reducing anxiety, promoting enjoyment and enhancing overall English proficiency: The impact of AI-assisted language learning," British Educational Research Journal, pp. 1-22, 2025.
https://doi.org/10.1002/berj.4187
L. Vygotsky, Mind in Society: The Development of Higher Psychological Processes. Harvard University Press, 1980.
https://doi.org/10.2307/j.ctvjf9vz4
S. Ebadi, S. Velayati, A. Ramezanzadeh, and A. R. Salman, "Exploring the impact of AI-powered speaking tasks on EFL learners' speaking performance and anxiety," Acta Psychologica, vol. 259, pp. 1-13, 2025.
https://doi.org/10.1016/j.actpsy.2025.105391
W. Wiboolyasarin et al., "AI-driven chatbots in second language education: A systematic review," Ampersand, vol. 14, 100224, 2025.
https://doi.org/10.1016/j.amper.2025.100224
J. W. Creswell and V. L. P. Clark, Designing and Conducting Mixed Methods Research. SAGE Publications, 2018.
D. R. Thomas, "A general inductive approach for analyzing qualitative evaluation data," American Journal of Evaluation, vol. 27, no. 2, pp. 237-246, 2006.
https://doi.org/10.1177/1098214005283748
J. Cohen, Statistical Power Analysis for the Behavioral Sciences. Routledge, 2013.
https://doi.org/10.4324/9780203771587
M. T. Ngo and L. T. Tran, "Current English education in Vietnam: Policy, practices, and challenges," in English Language Education for Graduate Employability in Vietnam. Springer, 2023, pp. 49-69.
https://doi.org/10.1007/978-981-99-4338-8_3
P. Skehan, "Processing perspectives on task performance," in Tasks in a Pedagogical Context: Integrating Theory and Practice, G. Crookes and S. Gass, Eds. Multilingual Matters, 1993, pp. 79-103.
E. K. Horwitz, M. B. Horwitz, and J. Cope, "Foreign language classroom anxiety," Modern Language Journal, vol. 70, no. 2, pp. 125-132, 1986.
https://doi.org/10.1111/j.1540-4781.1986.tb05256.x
Alenezi and A. Alenezi, "Evaluating the effectiveness of chatbot-assisted learning in enhancing English conversational skills," Education Sciences, vol. 15, no. 9, pp. 1-15, 2025.
https://doi.org/10.3390/educsci15091136
S. D. Krashen, Principles and Practice in Second Language Acquisition. Pergamon Press, 1982.

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