Main Article Content
Abstract
Research examining the role of AI-powered chatbots in promoting risk-taking in oral communication remains limited. This scoping review explored the interplay between AI-powered chatbots, risk-taking, and oral communication development among English as a Foreign Language (EFL) learners. Guided by the five-stage framework of Arksey and O’Malley and the PRISMA-ScR reporting guidelines, it systematically mapped and synthesized empirical studies retrieved from Web of Science, Scopus, and ProQuest. The analysis of 24 studies, including 18 on AI chatbots and 6 on risk-taking, generated three main findings. First, AI-powered chatbots effectively improved EFL learners’ oral communication skills by increasing practice opportunities, providing instant feedback, and creating a low-anxiety environment. Second, risk-taking was positively associated with oral proficiency, primarily by increasing the frequency of output and fostering a positive attitude toward errors. Third, a critical synthesis revealed that the core affordances of chatbots align with the key barriers to risk-taking, positioning them as a potential pedagogical practice to encourage risk-taking by reducing anxiety, boosting self-confidence, and prioritizing meaning-focused communication. Overall, the review highlights the importance of chatbot-mediated learning not only as a tool for linguistic practice but also as an affective scaffold that supports learners’ engagement in oral communication. Additionally, the findings underscore the need for chatbot designs that move beyond controlled practice and increase the simulation of real-life, risk-provoking communicative situations. By incorporating open-ended tasks and contextually authentic interactions, chatbots may better prepare learners to transfer risk-taking behaviors from low-stakes digital environments to real EFL classroom contexts.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
- Ahmed, A., Hassan, A., Aziz, S., Abd-alrazaq, A. A., Ali, N., Alzubaidi, M., Al-Thani, D., Elhusein, B., Siddig, M. A., Ahmed, M., & Househ, M. (2023). Chatbot features for anxiety and depression: A scoping review. Health informatics journal, 29(1), 14604582221146719. https://doi.org/10.1177/14604582221146719
- Aksak, K., Kuzu, E., Külekçi, G., & Cubukcu, F. (2023). The Interface Between Risk Taking and Foreign Language Speaking. Uluslararası Güncel Eğitim Araştırmaları Dergisi, 9(2), 141-152.
- Aldosari, M. (2024). Another World with Artificial Intelligence in Speaking Classes: To Delve into the Influences on Willingness to Communicate, Personal Best Goals, and Academic Enjoyment. Computer-Assisted Language Learning Electronic Journal, 25(4), 439-463.
- Ananda, N., & Hastini, H. (2023). A study on self-confidence impact of ELF students’ speaking. Journal of General Education and Humanities, 2(3), 237-246. https://doi.org/https://doi.org/10.58421/gehu.v2i3.158
- Arksey, H., & O'Malley, L. (2005). Scoping studies: towards a methodological framework. International journal of social research methodology, 8(1), 19-32. https://doi.org/10.1080/1364557032000119616
- Aromataris, E., Lockwood, C., Porritt, K., Pilla, B., & Jordan, Z. (2024). JBI Manual for Evidence Synthesis. https://synthesismanual.jbi.global.
- Azizimajd, H. (2023). Investigating the impacts of voice-based student-chatbot interactions in the classroom on EFL learners' oral fluency and foreign language speaking anxiety. Technology Assisted Language Education, 1(2), 61-83. https://doi.org/10.22126/tale.2024.10654.1037
- Babineau, J. (2014). Product review: Covidence (systematic review software). Journal of the Canadian Health Libraries Association/Journal de l'Association des bibliothèques de la santé du Canada, 35(2), 68-71.
- Bandura, A. (1997). Self-efficacy in changing societies. Cambridge University Press.
- Benyoub, I. (2021). Increasing Learners’ Speaking Proficiency through Risk-taking UNIVERSITY OF 8 MAI 1945].
- Brush, K., & Scardina, J. (2021). Chatbot. TechTarget. Retrieved March 17 from https://www.techtarget.com/searchcustomerexperience/definition/chatbot
- Bui, T. P. T. (2024). Exploring the improvement of IELTS Speaking score through practice with Artificial Intelligence (AI) Technology-" Call Annie" [Master’s thesis, University of Hawai‘i at Mānoa]. https://hdl.handle.net/10125/108835
- Çakmak, F. (2022). Chatbot-Human Interaction and Its Effects on EFL Students' L2 Speaking Performance and Anxiety. Novitas-ROYAL, 16(2), 113.
- Celik, B., Yildiz, Y., & Kara, S. (2025). Using ChatGPT as a virtual speaking tutor to boost EFL learners’ speaking self-efficacy. Australian journal of applied linguistics (Online), 8(1), 102418. https://doi.org/10.29140/ajal.v8n1.102418
- Chen, H. H.-J. (2011). Developing and evaluating an oral skills training website supported by automatic speech recognition technology. ReCALL (Cambridge, England), 23(1), 59-78. https://doi.org/10.1017/S0958344010000285
- Chen, M.-R. A., & Hwang, G.-J. (2022). Effects of experiencing authentic contexts on English speaking performances, anxiety and motivation of EFL students with different cognitive styles. Interactive learning environments, 30(9), 1619-1639. https://doi.org/10.1080/10494820.2020.1734626
- Chen, M.-R. A., & Lin, Y.-H. (2023). AI chatbot-supported grammar tense learning on EFL students learning effectiveness. INTED2023 proceedings,
- Chen, Y., Ke, N., Huang, L., & Luo, R. (2025). The Role of GenAI in EFL Speaking: Effects on Oral Proficiency, Anxiety and Risk-Taking. RELC journal. https://doi.org/10.1177/00336882251341072
- Cottrell, N. B., Wack, D. L., Sekerak, G. J., & Rittle, R. H. (1968). SOCIAL FACILITATION OF DOMINANT RESPONSES BY THE PRESENCE OF AN AUDIENCE AND THE MERE PRESENCE OF OTHERS. Journal of personality and social psychology, 9(3), 245-250. https://doi.org/10.1037/h0025902
- Dennis Redeemer, K., Dapaah, E. O., & Akolgo, E. A. (2024). THE ROLE OF AI CHATBOTS IN EDUCATION: A REVIEW. Academy Journal of Science and Engineering, 18(1), 79-87.
- Ding, D., & Muhyiddin B Yusof, A. (2025). Investigating the role of AI-powered conversation bots in enhancing L2 speaking skills and reducing speaking anxiety: a mixed methods study. Humanities & social sciences communications, 12(1), 1223-1216. https://doi.org/10.1057/s41599-025-05550-z
- Du, J., & Daniel, B. K. (2024). Transforming language education: A systematic review of AI-powered chatbots for English as a foreign language speaking practice. Computers and education. Artificial intelligence, 6, 100230. https://doi.org/10.1016/j.caeai.2024.100230
- Duong, T., & Suppasetseree, S. (2024). The Effects of an Artificial Intelligence Voice Chatbot on Improving Vietnamese Undergraduate Students’ English Speaking Skills. International Journal of Learning, Teaching and Educational Research, 23(3), 293-321. https://doi.org/10.26803/ijlter.23.3.15
- El Shazly, R. (2021). Effects of artificial intelligence on English speaking anxiety and speaking performance: A case study. Expert systems, 38(3), n/a. https://doi.org/10.1111/exsy.12667
- Ellis, R. (2021). A short history of SLA: Where have we come from and where are we going? Language teaching, 54(2), 190-205. https://doi.org/10.1017/S0261444820000038
- Ely, C. M. (1986). An analysis of discomfort, risktaking, sociability, and motivation in the L2 classroom. Language learning, 36(1), 1-25. https://doi.org/10.1111/j.1467-1770.1986.tb00366.x
- Falkoni-Mjehović, D., Tolj, Z. R., & Baranac, S. D. (2022). Research on risk-taking, anxiety and shyness in foreign language learning. KNOWLEDGE-International Journal, 52(2), 267-272.
- Fasihi, M. M., & Biria, R. (2017). Contributory Role of Intermediate Iranian EFL Learners' Risk-taking Strategies in Improving their Speaking Fluency: The Case of Gender. Journal of Applied Linguistics and Language Research, 4(4), 29-39.
- Fathi, J., Rahimi, M., & Derakhshan, A. (2024). Improving EFL learners’ speaking skills and willingness to communicate via artificial intelligence-mediated interactions. System (Linköping), 121, 103254. https://doi.org/10.1016/j.system.2024.103254
- Georgiadou, E. S. (2016). The role of proficiency, speaking habits and error-tolerance in the self-repair behaviour of Emirati EFL learners. Asian EFL Journal Research Articles, 18(4), 95-117.
- Ghafar, Z. N. (2023). The Influence of Self-Confidence on English Language Learning: A systematic Review. International Journal of Applied Educational Research (IJAER), 1(1), 55-68. https://doi.org/https://doi.org/10.59890/ijaer.v1i1.452
- Grab, M. Ö. (2025). Integrated AI chatbot practice: A pathway to improved ESL speaking skills. Social sciences & humanities open, 12, 101933. https://doi.org/10.1016/j.ssaho.2025.101933
- Guan, L., Zhang, E. Y., & Gu, M. M. (2024). Examining generative AI–mediated informal digital learning of English practices with social cognitive theory: a mixed-methods study. ReCALL (Cambridge, England), 1-17. https://doi.org/10.1017/S0958344024000259
- Hijra, Rahim, T. R., & Syarif, A. R. (2024). Barriers to Oral Proficiency: Exploring Causes of Speaking Inhibition in EFL Learners. Klasikal: Journal of Education, Language Teaching and Science, 6(2), 409-418.
- Hoang, N. T., Han, D. N., & Le, D. H. (2023). Exploring Chatbot AI in improving vocational students’ English pronunciation. AsiaCALL Online Journal, 14(2), 140-155. https://doi.org/10.54855/acoj.231429
- Hsu, M.-H., Chen, P.-S., & Yu, C.-S. (2023). Proposing a task-oriented chatbot system for EFL learners speaking practice. Interactive learning environments, 31(7), 4297-4308. https://doi.org/10.1080/10494820.2021.1960864
- Huang, W., Hew, K. F., & Fryer, L. K. (2022). Chatbots for language learning—Are they really useful? A systematic review of chatbot‐supported language learning. Journal of computer assisted learning, 38(1), 237-257. https://doi.org/10.1111/jcal.12610
- Ibna Seraj, P. M., & Hadina, H. (2021). A Systematic Overview of Issues for Developing EFL Learners’ Oral English Communication Skills. Journal of lanugage and education, 7(1), 229-240. https://doi.org/10.17323/jle.2021.10737
- Jiménez, G. V. (2015). Three Communication Difficulties of EFL Students. Revista de lenguas modernas(23), 221. https://doi.org/10.15517/rlm.v0i23.22347
- Johri, P., Khatri, S. K., Al-Taani, A. T., Sabharwal, M., Suvanov, S., & Kumar, A. (2021). Natural language processing: History, evolution, application, and future work. The 3rd International Conference on Computing Informatics and Networks: ICCIN 2020 India.
- Kasap, S., & Power, K. M. (2019). Anxiety in the EFL Speaking Classrooms. The Journal of Language Teaching and Learning, 9(2), 23-36.
- Kim, H.-S., Cha, Y., & Kim, N. Y. (2021a). Effects of AI chatbots on EFL students' communication skills. 영어학, 21, 712-734. https://doi.org/10.15738/kjell.21..202108.712
- Kim, H.-S., Cha, Y., & Kim, N. Y. (2021b). Is it beneficial to use AI chatbots to improve learners' speaking performance? Journal of Asia TEFL, 18(1), 161-178.
- Kraft, A. (2019). ProQuest One Academic. The Charleston Advisor, 21(1), 43-48. https://doi.org/10.5260/chara.21.1.43
- Krashen, S. D. (1982). Principles and practice in second language acquisition. Pergamon.
- Lee, Y. J., & Davis, R. O. (2024). A Case Study of Implementing Generative AI in University's General English Courses. Contemporary Educational Technology, 16(4), ep533. https://doi.org/10.30935/cedtech/15218
- Lin, C.-J., & Mubarok, H. (2021). Learning Analytics for Investigating the Mind Map-Guided AI Chatbot Approach in an EFL Flipped Speaking Classroom. Educational Technology & Society, 24(4), 16-35. https://doi.org/10.30191/ETS.202110_24(4).0002
- Majidifard, E., Shomoossi, N., & Ghourchaei, B. (2014). Risk Taking, Gender and Oral Narrative Proficiency in Persian Learners of English. Procedia, social and behavioral sciences, 98, 1085-1092. https://doi.org/10.1016/j.sbspro.2014.03.520
- Makhlouf, M. K. I. (2021). Effect of artificial intelligence-based application on Saudi preparatory-year students’ EFL speaking skills at Albaha university. International Journal of English Language Education, 9(2), 36-57.
- Mouhoubi-Messadh, C., & Khaldi, K. (2022). Dealing with foreign language speaking anxiety: What every language teacher should know. Training, language and culture (Online), 6(1), 20-32. https://doi.org/10.22363/2521-442X-2022-6-1-20-32
- Naseer, F., Khalid, U., Qammar, M. Z., & Kashif, H. (2024). Chatbots as Conversational Partners: Their Effectiveness in Facilitating Language Acquisition and Reducing Foreign Language Anxiety. Journal of Applied Linguistics and TESOL (JALT), 7(4), 238-255.
- Ozdemir, E., & Papi, M. (2022). Mindsets as sources of L2 speaking anxiety and self-confidence: the case of international teaching assistants in the U.S. Innovation in language learning and teaching, 16(3), 234-248. https://doi.org/10.1080/17501229.2021.1907750
- Peimani, M., & Saeidi, M. (2015, December 2015). The Relationship between Iranian EFL Learners' Risk Taking Strategy Use and Speaking Skill International Conference on Research in Science and Technology, Kuala Lumpur, Malaysia.
- Pollock, D., Peters, M. D. J., Khalil, H., McInerney, P., Alexander, L., Tricco, A. C., Evans, C., Moraes, É. B. d., Godfrey, C. M., Pieper, D., Saran, A., Stern, C., & Munn, Z. (2023). Recommendations for the extraction, analysis, and presentation of results in scoping reviews. JBI evidence synthesis, 21(3), 520-532. https://doi.org/10.11124/JBIES-22-00123
- Pranckutė, R. (2021). Web of Science (WoS) and Scopus: The Titans of Bibliographic Information in Today’s Academic World. Publications (Basel), 9(1), 12. https://doi.org/10.3390/publications9010012
- Qasem, F., Ghaleb, M., Mahdi, H. S., Al Khateeb, A., & Al Fadda, H. (2023). Dialog chatbot as an interactive online tool in enhancing ESP vocabulary learning. Saudi Journal of Language Studies, 3(2), 76-86. https://doi.org/10.1108/SJLS-10-2022-0072
- Qiao, H., & Zhao, A. (2023). Artificial intelligence-based language learning: illuminating the impact on speaking skills and self-regulation in Chinese EFL context. Frontiers in psychology, 14, 1255594-1255594. https://doi.org/10.3389/fpsyg.2023.1255594
- Rahmadani, S., & Etfita, F. (2022). Foreign Language Speaking Anxiety: A Study of English Language Learning. Indonesian Journal of Educational Research and Review, 5(2), 262-272. https://doi.org/https://doi.org/10.23887/ijerr.v5i2.50284
- Rawat, R., Chakrawarti, R. K., Sarangi, S. K., Rajavat, A., Alamanda, M. S., Srividya, K., & Sankaran, K. S. (2024). Conversational Artificial Intelligence. John Wiley & Sons.
- Rohmah, F., & Wijaya, M. K. (2025). A Case Study of Students’ Speaking Anxiety in Learning English in the Classroom SELL (Scope of English Language Teaching, Linguistics, and Literature) Journal, 10(1), 1-20. https://doi.org/10.31597/sl.v10i1.1207
- Ruan, S., Jiang, L., Xu, Q., Liu, Z., Davis, G. M., Brunskill, E., & Landay, J. A. (2021). EnglishBot: An AI-Powered Conversational System for Second Language Learning. New York, NY, USA.
- Sadoughi, M., & Hejazi, S. Y. (2024). Growth language mindset and willingness to communicate: Contributions of linguistic risk taking and learning experience. Acta psychologica, 248, 104367. https://doi.org/10.1016/j.actpsy.2024.104367
- Schmidt, R. W. (1990). The Role of Consciousness in Second Language
- Learning. Applied Linguistics, 11(2), 129-158.
- Shafiee Rad, H. (2024). Revolutionizing L2 speaking proficiency, willingness to communicate, and perceptions through artificial intelligence: a case of Speeko application. Innovation in language learning and teaching, 18(4), 364-379. https://doi.org/10.1080/17501229.2024.2309539
- Siemon, D. (2023). Let the computer evaluate your idea: evaluation apprehension in human-computer collaboration. Behaviour & information technology, 42(5), 459-477. https://doi.org/10.1080/0144929X.2021.2023638
- Sim, S., Kim, Y., & Ku, K. (2025). Exploring Generative AI as a Roleplay Interlocutor in L2 Task‐Based Pragmatics Learning: Comparing ChatGPT‐Learner and Technology‐Mediated Peer Interactions. TESOL quarterly, 59, S86-S116. https://doi.org/10.1002/tesq.70010
- Slavkov, N. (2023). Linguistic Risk-Taking: A New Pedagogical Approach and a Research Program. Canadian journal of applied linguistics, 26(2), 32-59. https://doi.org/10.37213/cjal.2023.33038
- Suban, T. S. (2021). Teaching speaking: activities to promote speaking skills in EFL classrooms. Lectio: Journal of Language and Language Teaching, 1(1), 41-50.
- Suryani, L., & Argawati, N. O. (2018a). RISK-TAKING AND STUDENTS SPEAKING ABILITY: DO THEY CORRELATE? ELTIN JOURNAL: Journal of English Language Teaching in Indonesia, 6(1), 34-45. https://doi.org/10.22460/eltin.v6i1
- Suryani, L., & Argawati, N. O. (2018b). RISK-TAKING AND STUDENTS’ SPEAKING ABILITY: DO THEY CORRELATE? ELTIN JOURNAL: Journal of English Language Teaching in Indonesia, 6(1), 34-45.
- Tricco, A. C., Lillie, E., Zarin, W., O'Brien, K. K., Colquhoun, H., Levac, D., Moher, D., Peters, M. D. J., Horsley, T., Weeks, L., Hempel, S., Akl, E. A., Chang, C., McGowan, J., Stewart, L., Hartling, L., Aldcroft, A., Wilson, M. G., Garritty, C.,…Straus, S. E. (2018). PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation. Annals of internal medicine, 169(7), 467-473. https://doi.org/10.7326/M18-0850
- Wang, C., Zou, B., Du, Y., & Wang, Z. (2024). The impact of different conversational generative AI chatbots on EFL learners: An analysis of willingness to communicate, foreign language speaking anxiety, and self-perceived communicative competence. System (Linköping), 127, 103533. https://doi.org/10.1016/j.system.2024.103533
- Wang, M., Wang, H., & Shi, Y. (2022). The role of English as a foreign language learners’ grit and foreign language anxiety in their willingness to communicate: Theoretical perspectives. Frontiers in psychology, 13, 1002562. https://doi.org/10.3389/fpsyg.2022.1002562
- Wang, Y., & Lin, Y. (2015). A Study on Correlation of Risk-Taking and the Oral Production of English Majors in China. English language teaching (Toronto), 8(10), 113. https://doi.org/10.5539/elt.v8n10p113
- Xiao, Y., Zhang, T., & He, J. (2024). The promises and challenges of AI-based chatbots in language education through the lens of learner emotions. Heliyon, 10(18), e37238. https://doi.org/10.1016/j.heliyon.2024.e37238
- Xue, X., Tang, X., Liu, S., Yu, T., Chen, Z., Chen, N., & Yu, J. (2024). A scoping review on the methodological and reporting quality of scoping reviews in China. BMC medical research methodology, 24(1), 45-11. https://doi.org/10.1186/s12874-024-02172-y
- Yildiz, C. (2024). ChatGPT Integration in EFL Education: A Path to Enhanced Speaking Self-Efficacy. Novitas-ROYAL (Research on Youth and Language), 18(2), 167-182. https://doi.org/10.5281/zenodo.13861137
- Zaroog, S. E. M. A. H. (2021). Exploring the Difficulties that English Language Teachers Encounter When Teaching the Speaking Skill in a Large Class Size. International Journal of Novel Research in Education and Learning, 8(5), 40-54. www.noveltyjournals.com
- Zhang, D., Wu, J. G., & Fu, Z. (2024). From shy to fly: Facilitating EFL learners’ willingness to communicate with an AI chatbot and an intelligent tutoring system. System (Linköping), 127, 103501. https://doi.org/10.1016/j.system.2024.103501
- Zhao, M., Noordin, N., Ahmad, N. K. B., & Liu, L. (2025). Effectiveness of Mobile-assisted Language Learning in Developing Oral English in Higher Education: A Comparative Systematic Review. World Journal of English Language, 15(1). https://doi.org/10.5430/wjel.v15n1p56
- Zhu, J., & Liu, W. (2020). A tale of two databases: the use of Web of Science and Scopus in academic papers. Scientometrics, 123(1), 321-335. https://doi.org/10.1007/s11192-020-03387-8
- Zou, B., Liviero, S., Ma, Q., Zhang, W., Du, Y., & Xing, P. (2024). Exploring EFL learners’ perceived promise and limitations of using an artificial intelligence speech evaluation system for speaking practice. System (Linköping), 126, 103497. https://doi.org/10.1016/j.system.2024.103497
