Abrar, M., Mukminin, A., Habibi, A., Asyrafi, F., Makmur, M. & Marzulina, L. (2018). “If our English isn’t a language, what is it?" Indonesian EFL student teachers’ challenges speaking English. Qualitative Report, 23(1), 129–145. https://doi.org/10.46743/2160-3715/2018.3013
A.H Sahna Sreen & M.H.M. Majid. (2024). Leveraging ChatGPT for personalized learning: A systematic review in educational settings. Amandemen: Journal of Learning, Teaching and Educational Studies, 2(1), 63–78. https://doi.org/10.61166/amd.v2i1.72
Ahmed Jameel Rahman & Asma Abas Brime. (2025). Enhancing EFL learners’ speaking skills through AI-Powered tools: A quantitative approach. Zanco Journal of Humanity Sciences, 29(SpB), 812–826. https://doi.org/10.21271/zjhs.29.spb.44
Akhmad, N. W. & Munawir, A. (2022). Improving the students’ pronunciation ability by using Elsa Speak App. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, 10(1), 846–857. https://doi.org/10.24256/ideas.v10i1.2868
Al Ayub Ahmed, A., Hassan, I., Pallathadka, H., Keezhatta, M. S., Haryadi, R. N., Al Mashhadani, Z. I., Attwan, L. Y. & Rohi, A. (2022). MALL and EFL learners’ speaking: Impacts of Duolingo and WhatsApp applications on speaking accuracy and fluency. Education Research International, 2022. https://doi.org/10.1155/2022/6716474
Algraini, F. N. (2024). Saudi female EFL learners’ perceptions of the impact of ChatGPT on vocabulary improvement. Theory and Practice in Language Studies, 14(8), 2563–2573. https://doi.org/10.17507/tpls.1408.29
Alharbi, W. (2023). The use and abuse of Artificial Intelligence-enabled machine translation in the EFL classroom: An exploratory study. Journal of Education and E-Learning Research, 10(4), 689–701. https://doi.org/10.20448/jeelr.v10i4.5091
Al-Husban, N. A. (2025). The impact of AI-assisted language learning tools on augmenting university EFL students’ speaking skills in Jordan. Journal of Applied Learning and Teaching, 8(1), 116–127. https://doi.org/10.37074/jalt.2025.8.1.13
Alizadeh, H. & Alilo, M. (2025). Utilizing ChatGPT to enhance Iranian EFL learners’ pronunciation: A focus on phonological processes. 2, 1–23. https://doi.org/10.22034/lidr.2025.2062352.1008
Alsager, H. N. (2024). To look from another window in education: Artificial Intelligence assisted language learning and its reflections on academic demotivation, foreign language learning anxiety and autonomy. In Computer Assisted Language Learning Electronic Journal (CALL-EJ) (Vol. 25, Issue 4). https://orcid.org/0000
Alshehri, A. (2025). AI’s effectiveness in language testing and feedback provision. Social Sciences & Humanities Open, 12, 101892. https://doi.org/https://doi.org/10.1016/j.ssaho.2025.101892
Ayimkhan, J. (2024). Using ChatGPT in teaching speaking. Journal of Effective Learning and Sustainable Innovation, 2(3), 549–556.
Barrot, J. S. (2024). ChatGPT as a language learning tool: An emerging technology report. Technology, Knowledge and Learning, 29(2), 1151–1156. https://doi.org/10.1007/s10758-023-09711-4
Belda-Medina, J. & Calvo-Ferrer, J. R. (2022). Using Chatbots as AI conversational partners in language learning. Applied Sciences (Switzerland), 12(17). https://doi.org/10.3390/app12178427
Bin-Hady, W. R. A. & Al-Tamimi, N. O. M. (2021). The use of technology in informal English language learning: Evidence from Yemeni undergraduate students. Learning and Teaching in Higher Education: Gulf Perspectives, 17(2), 107–120. https://doi.org/10.1108/LTHE-09-2020-0037
Brandtzaeg, P. B., Skjuve, M. & Følstad, A. (2022). My AI friend: How users of a social chatbot understand their human–AI friendship. Human Communication Research, 48(3), 404–429. https://doi.org/10.1093/hcr/hqac008
Carraro, K. & Trinder, R. (2021). Technology in formal and informal learning environments: Student perspectives. Global Journal of Foreign Language Teaching, 11(1), 39–50. https://doi.org/10.18844/gjflt.v11i1.5219
Chen, Y., Jensen, S., Albert, L. J., Gupta, S. & Lee, T. (2023). Artificial Intelligence (AI) student assistants in the classroom: Designing chatbots to support student success. Information Systems Frontiers, 25(1), 161–182. https://doi.org/10.1007/s10796-022-10291-4
Crompton, H. & Burke, D. (2024). The educational affordances and challenges of ChatGPT: State of the field. TechTrends, 68(2), 380–392. https://doi.org/10.1007/s11528-024-00939-0
Cubukcu, F. (2007). Foreign Language Anxiety. Iranian Journal of Language Studies, 1.
Darsih, E., Wihadi, M. & Hanggara, A. (2021). Using ELSA App in speaking classes: Students’ voices. Proceedings of the 1st Universitas Kuningan International Conference on Social Science, Environment and Technology, UNiSET 2020. https://doi.org/10.4108/eai.12-12-2020.2304993
Derakhshan, A. (2022). Revisiting sesearch on positive psychology in second and foreign language education: Trends and directions. Language Related Research, 13(5), 1–43. https://doi.org/10.52547/LRR.13.5.1
Dölek, O. & Dolunay, S. K. (2022). Investigating speaking performance in terms of cultural capital. International Journal of Progressive Education, 18(1), 285–297. https://doi.org/10.29329/ijpe.2022.426.16
Dörnyei, Z. (2005). The psychology of the language learner: Individual differences in second language acquisition. In Lawrence Erlbaum Associates Publishers. https://doi.org/10.4324/9781410613349
Dörnyei, Z. (2007). Research Methods in Applied Linguistics. Quantitative, Qualitative and Mixed Methodologies. Oxford: Oxford University Press.
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/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
Gajjar, A. A., Kumar, R. P., Paliwoda, E. D., Kuo, C. C., Adida, S., Legarreta, A. D., Deng, H., Anand, S. K., Hamilton, D. K., Buell, T. J., Agarwal, N., Gerszten, P. C. & Hudson, J. S. (2024). Usefulness and accuracy of Artificial Intelligence Chatbot responses to patient questions for neurosurgical procedures. Neurosurgery, 95(1), 171–178. https://doi.org/10.1227/neu.0000000000002856
Gardner, R. C. & MacIntyre, P. D. (1993). A student’s contributions to second-language learning. Part II: Affective variables. Language Teaching, 26(1), 1–11. https://doi.org/DOI: 10.1017/S0261444800000045
Guo, X. (2025). Facilitator or thinking inhibitor: understanding the role of ChatGPT-generated written corrective feedback in language learning. Interactive Learning Environments, 33(5), 3526–3544. https://doi.org/10.1080/10494820.2024.2445177
Hadi Mogavi, R., Deng, C., Juho Kim, J., Zhou, P., D. Kwon, Y., Hosny Saleh Metwally, A., Tlili, A., Bassanelli, S., Bucchiarone, A., Gujar, S., Nacke, L. E. & Hui, P. (2024). ChatGPT in education: A blessing or a curse? A qualitative study exploring early adopters’ utilization and perceptions. Computers in Human Behavior: Artificial Humans, 2(1), 100027. https://doi.org/10.1016/j.chbah.2023.100027
Hilliard, J., Kear, K., Donelan, H. & Heaney, C. (2020). Students’ experiences of anxiety in an assessed, online, collaborative project. Computers & Education, 143, 103675. https://doi.org/https://doi.org/10.1016/j.compedu.2019.103675
Holland, A. & Ciachir, C. (2024). A qualitative study of students’ lived experience and perceptions of using ChatGPT: Immediacy, equity and integrity. Interactive Learning Environments, 1–12. https://doi.org/10.1080/10494820.2024.2350655
Horwitz, E. K., Horwitz, M. B. & Cope, J. (1986a). Foreign language classroom anxiety. The Modern Language Journal, 70(2), 125–132. https://doi.org/10.1111/j.1540-4781.1986.tb05256.x
Horwitz, E. K., Horwitz, M. B. & Cope, J. (1986b). Foreign Language Classroom Anxiety. The Modern Language Journal, 70(2), 125–132. https://doi.org/10.2307/327317
Hu, L. & Wang, Y. (2023). The predicting role of EFL teachers’ immediacy behaviors in students’ willingness to communicate and academic engagement. BMC Psychology, 11(1), 1–10. https://doi.org/10.1186/s40359-023-01378-x
Huang, J. (2024). Enhancing EFL speaking feedback with ChatGPT’s voice prompts. International Journal of TESOL Studies, 6(3), 4–13. https://doi.org/10.58304/ijts.20240302
Indari, A. (2023). Detection of pronunciation errors In English speaking skills based on Artificial Intelligence (AI). Jurnal Serunai Bahasa Inggris, 15(2), 67–77.
Ismail, S. M. & Çakmak, F. (2025). The effects of positive self-talk on EFL learners’ speaking skills, language learning motivation, autonomy, and self-confidence. Teaching English Language, 19(2), 217–253. https://doi.org/10.22132/tel.2025.462466.1629
Junaidi, Hamuddin, B., Julita, K., Rahman, F. & Derin, T. (2020). Artificial Intelligence in EFL context: Rising students’ speaking performance with Lyra Virtual Assistance. International Journal of Advanced Science and Technology, 29(5), 6735–6741.
Jurkovič, V. (2019). Online informal learning of English through smartphones in Slovenia. System, 80, 27–37. https://doi.org/10.1016/j.system.2018.10.007
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., … Kasneci, G. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103(February). https://doi.org/10.1016/j.lindif.2023.102274
Kholis, A. (2021). Elsa Speak App: Automatic Speech Recognition (ASR) for supplementing English pronunciation skills. Pedagogy : Journal of English Language Teaching, 9(1), 01. https://doi.org/10.32332/joelt.v9i1.2723
Kim, H. S., Cha, Y. & Kim, N. Y. (2021). Effects of AI Chatbots on efl students’ communication skills. Korean Journal of English Language and Linguistics, 2021(21), 712–734. https://doi.org/10.15738/kjell.21..202108.712
Koo, T. K. & Li, M. Y. (2016). A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/10.1016/j.jcm.2016.02.012
Kotsis, K. T. (2024). ChatGPT as teacher assistant for physics teaching. 2(4), 18–27.
Lin, J. & Wang, Y. (2024). Unpacking the mediating role of classroom interaction between student satisfaction and perceived online learning among Chinese EFL tertiary learners in the new normal of post-COVID-19. Acta Psychologica, 245, 104233. https://doi.org/10.1016/J.ACTPSY.2024.104233
Liu, X. (2023). Exploring Foreign Language Anxiety in China. Journal of Education, Humanities and Social Sciences, 8, 2471–2474. https://doi.org/10.54097/ehss.v8i.5015
Luo, H. (2014). Foreign Language Speaking Anxiety: A Study of Chinese Language Learners. Journal of the National Council of Less Commonly Taught Languages, 15(May 2014), 99–117.
Lutfiana, Z., Kristina, D. & Sumardi, S. (2021). Online informal learning of English activities to improve students’ English communication skills. AL-ISHLAH: Jurnal Pendidikan, 13(3), 1909–1916. https://doi.org/10.35445/alishlah.v13i3.1018
Maspul, K. A. (2024). Using interactive language development tools to enhance cognitive and literacy skills in K-12 education. J-SHMIC : Journal of English for Academic, 11(1), 20–35. https://doi.org/10.25299/jshmic.2024.vol11(1).15835
Mavilidi, M.-F., Hoogerheide, V. & Paas, F. (2014). A quick and easy strategy to reduce test anxiety and enhance test performance. Applied Cognitive Psychology, 28(5), 720–726. https://doi.org/https://doi.org/10.1002/acp.3058
Mukminin, A., Masbirorotni, M., Noprival, N., Sutarno, S., Arif, N. & Maimunah, M. (2015). EFL speaking anxiety among senior high school students and policy recommendations. Journal of Education and Learning, 9(3), 217–225.
Muniandy, J. & Selvanathan, M. (2024). ChatGPT, a partnering tool to improve ESL learners’ speaking skills: Case study in a Public University, Malaysia. Teaching Public Administration, January. https://doi.org/10.1177/01447394241230152
Mutalibovich, S. Z., Margana & Gultom, A. M. (2024). University students’ attitudes and perceptions on learning English with mobile apps. Formosa Journal of Sustainable Research, 3(8), 1761–1778. https://doi.org/10.55927/fjsr.v3i8.10959
Nur Ardini, S. (2023). The use of Artificial Intelligence to promote autonomous pronunciation learning Indonesian. Journal of English Language Teaching and Applied Linguistics, 8(2), 2023.
Pammu, A. (2023). The students’ perception about the use of Duolingo application in improving English skills at XI grade students SMKN 3 Baubau. Journal of Namibian Studies, 3, 1–27.
Park, H. & Ahn, D. (2024). The promise and peril of ChatGPT in higher education: Opportunities, challenges, and design implications. Conference on Human Factors in Computing Systems - Proceedings. https://doi.org/10.1145/3613904.3642785
Pratiwi, N., Efendy, A. G., Rini, H. C. & Ahmed, N. A. (2024). Speaking practice using ChatGPT’s Voice Conversation: A review on potentials and concerns. Journal of Language Intelligence and Culture, 6(1), 59–72. https://doi.org/10.35719/jlic.v6i1.149
Qawaqneh, H., Ahmad, F. B. & Alawamreh, A. R. (2023). Emerging technologies in learning. International Journal of Emerging Technologies in Learning (IJET), 18(24), 133–148.
Segar, T. & Asmawi, A. (2024). Harnessing multimedia for elevating English-speaking proficiency in Malaysia: A thematic review. Teaching English Language, 18(2), 35–67. https://doi.org/10.22132/tel.2024.450465.1584
Shabani, M. (2013). The effect of background knowledge on speaking ability of Iranian EFL learners. International SAMANM Journal of Marketing and Management, 1(1), 25–33.
Shaikh, S., Yayilgan, S. Y., Klimova, B. & Pikhart, M. (2023). Assessing the usability of ChatGPT for formal English language learning. European Journal of Investigation in Health, Psychology and Education, 13(9), 1937–1960. https://doi.org/10.3390/ejihpe13090140
Sherine, A., Seshagiri, A. V. S. & Sastry, M. M. (2020). Impact of Whatsapp interaction on improving L2 speaking skills. International Journal of Emerging Technologies in Learning, 15(3), 250–259. https://doi.org/10.3991/ijet.v15i03.11534
Shi, X. (2024). Advantages, challenges and prospects of ChatGPT in oral English teaching. Transactions on Social Science, Education and Humanities Research, 4, 99–109. https://doi.org/10.62051/c49b2t84
Shoufan, A. (2023). Exploring students’ perceptions of ChatGPT: Thematic analysis and follow-up survey. IEEE Access, 11(March), 38805–38818. https://doi.org/10.1109/ACCESS.2023.3268224
Suciati, S. (2020). Speaking anxiety in Efl classroom: Categories and factors. Edulingua: Jurnal Linguistiks Terapan Dan Pendidikan Bahasa Inggris, 7(1). https://doi.org/10.34001/edulingua.v7i1.1168
Tai, K. W. H. & Wei, L. (2021). Constructing playful talk through translanguaging in English medium instruction mathematics classrooms. Applied Linguistics, 42(4), 607–640. https://doi.org/10.1093/applin/amaa043
Tai, T. Y. & Chen, H. H. J. (2023). The impact of Google Assistant on adolescent EFL learners’ willingness to communicate. Interactive Learning Environments, 31(3), 1485–1502. https://doi.org/10.1080/10494820.2020.1841801
Tanveer, M. (2007). Investigation of the factors that cause language anxiety for ESL / EFL learners in learning speaking skills and the influence it casts on communication in the target language. June, 1–92. https://doi.org/10.13140/RG.2.1.1995.1129
Tlili, A., Shehata, B., Adarkwah, M. A., Bozkurt, A., Hickey, D. T., Huang, R. & Agyemang, B. (2023). What if the devil is my guardian angel: ChatGPT as a case study of using chatbots in education. Smart Learning Environments, 10(1), 15. https://doi.org/10.1186/s40561-023-00237-x
Tolstykh, O. M. & Oshchepkova, T. (2024). Beyond ChatGPT: roles that Artificial Intelligence tools can play in an English language classroom. Discover Artificial Intelligence, 4(1). https://doi.org/10.1007/s44163-024-00158-9
Wu, H., Wang, Y. & Wang, Y. (2024). “To Use or Not to Use?” A mixed-methods study on the determinants of EFL college learners’ behavioral intention to dse AI in the Distributed cearning Context. International Review of Research in Open and Distributed Learning, 25(3).
Yankouskaya, A., Liebherr, M. & Ali, R. (2025). Can ChatGPT be addictive? A call to examine the shift from support to dependence in AI conversational large language models. Human-Centric Intelligent Systems, 5(1), 77–89. https://doi.org/10.1007/s44230-025-00090-w
Young, D. J. (1991). Creating a low-anxiety classroom environment: What does language anxiety research suggest? The Modern Language Journal, 75(4), 426–437. https://doi.org/https://doi.org/10.1111/j.1540-4781.1991.tb05378.x
Zeevy-Solovey, O. (2024). Comparing peer, ChatGPT, and teacher corrective feedback in EFL writing: Students’ perceptions and preferences. Technology in Language Teaching & Learning, 6(3), 1–23. https://doi.org/10.29140/tltl.v6n3.1482
Zhang, Jing, Liao, Qiaoyun, Li, Lipei & Luo, Jingyi. (2025). The influence of natural language processing on EFL speaking skills: Investigating learner adaptability, language accuracy, and fluency. Journal of Educational Computing Research, 64(1), 59–91. https://doi.org/10.1177/07356331251377414
Zhou, L. & Li, J. (2023). The impact of ChatGPT on learning motivation: A study based on self-determination theory. Education Science and Management, 1(1), 19–29. https://doi.org/10.56578/esm010103
