Redefinition of human-centric skills in language education in the AI-driven era
Abstract
The widespread use of Artificial intelligence (AI) in language education has opened up a new era of teaching and learning, raising concerns about balancing AI-driven instruction and conventional teaching methods to achieve optimal learning outcomes while preserving essential human skills. Hence, this meta-analysis study systematically presented the findings from 60 studies conducted between 2018 and 2024, exploring the role of AI applications in language teaching. We investigated language skills and domains that AI can enhance, including skills (i.e., listening, speaking, reading, and writing), translation and interpretation, and teaching pedagogy and methods, alongside the human-centric skills that AI cannot replicate in language education. Based on the findings, AI could make significant strides in improving language proficiency, particularly in areas such as pronunciation, conversational fluency, grammar, and vocabulary. It can also assist in streamlining teaching methods, such as adaptive learning, automated assessment, and personalized content creation. However, some limitations emerged from the data. While AI excels at providing objective feedback and supporting innovative teaching methods, it struggles to cultivate essential human skills like cultural sensitivity, emotional intelligence, and critical thinking. These skills are necessary for effective communication, building relationships, and understanding language tones in different contexts. The study concluded that AI can be a powerful tool for language education but cannot replace human educators. Instead, language teaching practices should bridge a balance between AI-powered instruction and traditional teaching methods, so learners can benefit from the latest technological advancements while still developing the critical human skills they need in this ever-changing world.
Keywords
Full Text:
PDFReferences
Abedin, B., Meske, C., Junglas, I. A., & Motahari-Nezhad, H. R. (2022). Designing and managing human-AI interactions. Information Systems Frontiers, 24(2), 691-697. https://doi.org/10.1007/s10796-022-10313-1
Abulibdeh, A., Zaidan, E., & Abulibdeh, R. (2024). Navigating the confluence of artificial intelligence and education for sustainable development in the era of Industry 4.0: Challenges, opportunities, and ethical dimensions. Journal of Cleaner Production, 437, 140527. https://doi.org/10.1016/j.jclepro.2023.140527
Alafnan, M. A., Dishari, S., & Mohdzuki, S. F. (2024). Developing soft skills in the artificial intelligence era: Communication, business writing, and composition skills. Journal of Artificial Intelligence and Technology, 4(4), 305-317. https://doi.org/10.37965/jait.2024.0496
Ali, Z. (2020). Artificial intelligence (AI): A review of its uses in language teaching and learning. IOP Conference Series: Materials Science and Engineering, 769(1), 012043. https://doi.org/10.1088/1757-899X/769/1/012043
Aljuaid, H. (2024). The impact of artificial intelligence tools on academic writing instruction in higher education: A systematic review. Arab World English Journal (AWEJ) Special Issue on ChatGPT, 26-55. https://dx.doi.org/10.24093/awej/ChatGPT.2
Al-Kaisi, A. N., Arkhangelskaya, A. L., & Rudenko-Morgun, O. I. (2021). The didactic potential of the voice assistant “Alice” for students of a foreign language at a university. Education and Information Technologies, 26(1), 715-732. https://doi.org/10.1007/s10639-020-10277-2
Al-Raimi, M., Mudhsh, B. A., Alyafaei, Y., & Almaashani, S. (2024). Utilizing artificial intelligence tools for improving writing skills: Exploring Omani EFL learners’ perspectives. Forum for Linguistic Studies, 6(2), 1177. https://doi.org/10.59400/fls.v6i2.1177
Amaral, L. L., & Meurers, D. (2011). On using intelligent computer-assisted language learning in real-life foreign language teaching and learning. ReCALL, 23(1), 4-24. https://doi.org/10.1017/S0958344010000261
Andersen, R., Mørch, A. I., & Litherland, K. T. (2022). Collaborative learning with block-based programming: Investigating human-centered artificial intelligence in education. Behaviour & Information Technology, 41(9), 1830-1847. https://doi.org/10.1080/0144929X.2022.2083981
Annamalai, N., Eltahir, M. E., Zyoud, S. H., Soundrarajan, D., Zakarneh, B., & Al Salhi, N. R. (2023). Exploring English language learning via Chabot: A case study from a self-determination theory perspective. Computers and Education: Artificial Intelligence, 5, 100148. https://doi.org/10.1016/j.caeai.2023.100148
Astarilla, L., Warman, D., Erlinda, S., Rashid, Karpen, & Fatdha, T. S. E. (2023). Empowering introvert students: How artificial intelligence applications enhance speaking ability. Al-Ishlah: Jurnal Pendidikan, 15(4), 4801-4813. https://doi.org/10.35445/alishlah.v15i4.4435
Ayedoun, E., Hayashi, Y., & Seta, K. (2019). Adding communicative and affective strategies to an embodied conversational agent to enhance second language learners’ willingness to communicate. International Journal of Artificial Intelligence in Education, 29(1), 29-57. https://doi.org/10.1007/s40593-018-0171-6
Balducci, B. (2024). AI and student assessment in human-centered education. Frontiers in Education, 9, 1383148. https://doi.org/10.3389/feduc.2024.1383148
Bao, M. (2019). Can home use of speech-enabled artificial intelligence mitigate foreign language anxiety? – Investigation of a concept. Arab World English Journal (AWEJ) Special Issue on CALL, 28-40. http://dx.doi.org/10.31235/osf.io/js8qh
Bezrukova, K., Griffith, T. L., Spell, C., Rice, V., & Yang, H. E. (2023). Artificial intelligence and Groups: Effects of attitudes and discretion on collaboration. Group & Organization Management, 48(2), 629-670. https://doi.org/10.1177/10596011231160574
Bozkurt, A. (2023). Generative artificial intelligence (AI) powered conversational educational agents: The inevitable paradigm shift. Asian Journal of Distance Education, 18(1), 198-204. http://www.asianjde.com/ojs/index.php/AsianJDE/article/view/718
Chen, C.-H., Koong, C.-S., & Liao, C. (2022). Influences of integrating dynamic assessment into a speech recognition learning design to support pupils’ English speaking skills, learning anxiety and cognitive load. Educational Technology & Society, 25(1), 1–14.
Cheng, J. (2021). Applying AI in children’s reading skill development. International Journal of Multidisciplinary and Current Educational Research (IJMCER), 3(1), 125-130.
Cote, S., & Miners, C. T. H. (2006). Emotional intelligence, cognitive intelligence, and job performance. Administrative Science Quarterly, 51(1), 1-28. https://doi.org/10.2189/asqu.51.1.1
Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches. Sage.
Crompton, H., Edmett, A., Ichaporia, N., & Burke, D. (2024). AI and English language teaching: Affordances and challenges. British Journal of Educational Technology, 55(6), 2503-2529. https://doi.org/10.1111/bjet.13460
Crompton, H., Jones, M. V., & Burke, D. (2022). Affordances and challenges of artificial intelligence in K-12 education: A systematic review. Journal of Research on Technology in Education, 56(3), 248-268. https://doi.org/10.1080/15391523.2022.2121344
de la Vall, R. R. F., & Araya, F. G. (2023). Exploring the benefits and challenges of AI-language learning tools. The International Journal of Social Sciences and Humanities Invention, 10(01), 7569-7576. https://doi.org/10.18535/ijsshi/v10i01.02
Dizon, G., & Gayed, J. M. (2021). Examining the impact of Grammarly on the quality of mobile L2 writing. JALT CALL Journal, 17(2), 74-92. https://doi.org/10.29140/jaltcall.v17n2.336
Dizon, G., & Tang, D. (2020). Intelligent personal assistants for autonomous second language learning: An investigation of Alexa. JALT CALL Journal, 16(2), 107-120. https://doi.org/10.29140/jaltcall.v16n2.273
Dolev, N., & Itzkovich, Y. (2020). In the AI era, soft skills are the new hard skills. In W. Amann & A. Stachowicz-Stanusch (Eds.), Artificial intelligence and its impact on business: Contemporary perspectives in corporate social performance and policy (pp. 55-78). Information Age Publishing.
Fan, K., & Chunlei, W. (2023). Translation studies in the era of AI: Characteristics, fields, and significance. International Journal of Translation and Interpretation Studies, 3(4), 58-67. https://doi.org/10.32996/ijtis.2023.3.4.7x
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
Fitria, T. N. (2023). Artificial Intelligence (AI) technology in OpenAI ChatGPT application: A review of ChatGPT in writing English essay. ELT Forum: Journal of English Language Teaching, 12(1), 44-58. https://doi.org/10.15294/elt.v12i1.64069
Flores, E., Xu, X., & Lu, Y. (2020). A reference human-centric architecture model: A skill-based approach for education of future workforce. Procedia Manufacturing, 48, 1094-1101. https://doi.org/10.1016/j.promfg.2020.05.150
Future of education and skills 2030. (2015). OECD. https://www.oecd.org/en/about/projects/future-of-education-and-skills-2030.html
Gatsiou, C. (2024). Artificial intelligence (AI) in translation and interpreting: Exploring AI’s potential in translation and interpreting profession and pedagogy in the medical context and its ethical implications [Unpublished master’s thesis]. National and Kapodistrian University of Athens.
Godwin-Jones, R. (2018). Chasing the butterfly effect: Informal language learning online as a complex system. Language Learning & Technology, 22(2), 8-27. https://doi.org/10125/44643
Heidrich, V. (2024). Emotional intelligence in artificial intelligence: A review and evaluation study. SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.4818285
Hew, K. F., Huang, W., Du, J., & Jia, C. (2023). Using Chatbots to support pupil goal setting and social presence in fully online activities: Learner engagement and perceptions. Journal of Computing in Higher Education, 35, 40-68. https://doi.org/10.1007/s12528-022-09338-x
Horváth, I. (2022). AI in interpreting: Ethical considerations. Across Languages and Cultures, 23(1), 1-13. https://doi.org/10.1556/084.2022.00108
Hu, J., & Hu, X. (2020). The effectiveness of autonomous listening study and pedagogical implications in the module of artificial intelligence. Journal of Physics: Conference Series, 1684, 012037. https://doi.org/10.1088/1742-6596/1684/1/012037
Iqbal, M., Khan, N. U., & Imran, M. (2024). The role of artificial intelligence (AI) in transforming educational practices: Opportunities, challenges, and implications. Qlantic Journal of Social Sciences and Humanities, 5(2), 348-359. https://doi.org/10.55737/qjss.349319430
Kabudi, T., Pappas, I., & Olsen, D. H. (2021). AI-enabled adaptive learning systems: A systematic mapping of the literature. Computers and Education: Artificial Intelligence, 2, 100017. https://doi.org/10.1016/j.caeai.2021.100017
Kamalov, F., Santandreu Calonge, D., & Gurrib, I. (2023). New era of artificial intelligence in education: Towards a sustainable multifaceted revolution. Sustainability, 15(16), 12451. https://doi.org/10.3390/su151612451
Kazu, I. Y., & Kuvvetli, M. (2023). The influence of pronunciation education via artificial intelligence technology on vocabulary acquisition in learning English. International Journal of Psychology and Educational Studies, 10(2), 480-493. https://doi.org/10.52380/ijpes.2023.10.2.1044
Khakurel, J., & Blomqvist, K. (2022). Artificial intelligence augmenting human teams: A systematic literature review on the opportunities and concerns. In H. Degen & S. Ntoa (Eds.), Artificial intelligence in HCI (pp. 51-68). Springer. https://doi.org/10.1007/978-3-031-05643-7_4
Khan, Z. (2024). AI revolutionizing content diversity and cultural sensitivity in India. International Journal of Cultural Studies and Social Sciences, 20(1), 124-130.
Kim, N.-Y. (2022). AI-integrated mobile-assisted language learning: Is it an effective way of preparing for the TOEIC test in classroom environments? English Teaching, 77(3), 79-102. https://doi.org/10.15858/engtea.77.3.202209.79
Koltovskaia, S. (2022). Postsecondary L2 writing teachers’ use and perceptions of Grammarly as a complement to their feedback. ReCALL, 35(3), 290-304. https://doi.org/10.1017/S0958344022000179
Kumar, O. (2023). Investigating the impact of artificial intelligence (AI) and technology in English language learning. Advances in Social Behavior Research, 3(1), 27-36. https://doi.org/10.54254/2753-7102/3/2023026
Lee, D., Kim, H.-H., & Sung, S.-H. (2023). Development research on an AI English learning support system to facilitate learner-generated-context-based learning. Educational Technology Research and Development, 71, 629-666. https://doi.org/10.1007/s11423-022-10172-2
Lin, C. C., Huang, A. Y. Q., & Lu, O. H. T. (2023). Artificial intelligence in intelligent tutoring systems toward sustainable education: A systematic review. Smart Learning Environments, 10, Article number 41. https://doi.org/10.1186/s40561-023-00260-y
Lin, C. J., & Mubarok, H. (2021). Learning analytics for investigating the min map-guided AI Chatbot approach in an EFL flipped speaking classroom. Educational Technology & Society, 24(4), 16-35.
Lo, S. (2023). Neural machine translation in EFL classrooms: Learners’ vocabulary improvement, immediate vocabulary retention and delayed vocabulary retention. Computer Assisted Language Learning, 1-20. https://doi.org/10.1080/09588221.2023.2207603
Losi, R. V., Putra, E. P., Ali, N., & Dewi, A. S. (2024). Using artificial intelligence (AI) to improve EFL students’ writing skill. International Journal of English and Applied Linguistics (IJEAL), 4(1), 62-70. https://doi.org/10.47709/ijeal.v4i1.3694
Lu, Y. (2019). Artificial intelligence: A survey on evolution, models, applications, and future trends. Journal of Management Analytics, 6(1), 1-29. https://doi.org/10.1080/23270012.2019.1570365
Macías, A., Solano, D., Perero, L., Panimboza, J., & Soledispa, C. (2024). The potential of artificial intelligence to improve speaking skills in a second language (English) fluently. Ciencia Latina Revista Científica Multidisciplinar, 8(3), 3826-3836. https://doi.org/10.37811/cl_rcm.v8i3.11592
Nazari, N., Shabbir, M. S., & Setiawan, R. (2021). Application of artificial intelligence powered digital writing assistance in higher education: Randomized controlled trial. Heliyon, 7(5), e07014. https://doi.org/10.1016/j.heliyon.2021.e07014
Noviyanti, S. D. (2020). Artificial intelligence (AI)-based pronunciation checker: An alternative for independent learning in pandemic situation. The Journal of English Language Teaching in Foreign Language Context, 5(2), 162-169. http://dx.doi.org/10.24235/eltecho.v5i2.7246
Omaggio, A. (2001). Teaching language in context. Heinle & Heinle.
Ou, S. (2024). Transforming education: The evolving role of artificial intelligence in the students’ academic performance. International Journal of Education and Humanities, 13(2), 163-173. https://doi.org/10.54097/cc1x7r95
P21 framework definitions: Partnership for 21st century skills. (2009). US Department of Education. https://files.eric.ed.gov/fulltext/ED519462.pdf
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., …, Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Systematic Reviews, 10(1), Article number 89. https://doi.org/10.1186/s13643-021-01626-4
Pokrivčáková, S. (2019). Preparing teachers for the application of AI-powered technologies in foreign language education. Journal of Language and Cultural Education, 7(3), 135-153. https://doi.org/10.2478/jolace-2019-0025
Porter, S., & Castillo, M. S. (2023). The effectiveness of immersive language learning: An investigation into English language acquisition in immersion environments versus traditional classroom settings. Research Studies in English Language Teaching and Learning, 1(3), 155-165. https://doi.org/10.62583/rseltl.v1i3.18
Pratama, R. M. D., & Hastuti, D. P. (2024). The use of artificial intelligence to improve EFL students’ writing skill. English Learning Innovation, 5(1), 13-25. https://doi.org/10.22219/englie.v5i1.30212
Qassrawi, R. (2024). Meta-analysis of using AI-based feedback systems in developing college students’ academic writing skills. In M. Bettayeb & F Al Gharaibeh (Eds.), Sustainability, AI, and Innovation: Proceeding of the Applied Research in Humanities & Social Sciences (ARHSS 2023) (Chap. 20). Springer Nature.
Qassrawi, R., ElMashharawi, A., Itmeizeh, M., & Tamimi, M. H. M. (2024). AI-powered applications for improving EFL students’ speaking proficiency in higher education. Forum for Linguistic Studies, 6(5), 535-549. https://doi.org/10.30564/fls.v6i5.6966
Renz, A., & Vladova, G. (2021). Reinvigorating the discourse on human-centered artificial intelligence in educational technologies. Technology Innovation Management Review, 11(5), 5-16. http://dx.doi.org/10.22215/timreview/1438
Richards, J. C., & Rodgers, T. S. (2001). Approaches and methods in language teaching (2nd ed.). Cambridge University Press.
Rizvi, M. (2023). Investigating AI-powered tutoring systems that adapt to individual student needs, providing personalized guidance and assessments. The Eurasia Proceedings of Educational & Social Sciences (EPESS), 31, 67-73. https://doi.org/10.55549/epess.1381518
Romero, M., Frosig, T., Taylor-Beswick, A. M. L., Laru, J., Bernasco, B., Urmeneta, A., Strutynska, O., & Girard, M.-A. (2024). Manifesto in defence of human-centred education in the age of artificial intelligence. In A. Urmeneta & M. Romero (Eds.), Creative applications of artificial intelligence in education (pp. 157-178). Palgrave Macmillan. https://doi.org/10.1007/978-3-031-55272-4_12
Rowe, L. W. (2022). Google translate and bi-literate composing: Second-graders’ use of digital translation tools to support bilingual writing. TESOL Quarterly, 56(3), 883-905. https://doi.org/10.1002/tesq.3143
Rusmiyanto, Huriati, N., Fitriani, N., Tyas, N. K., Rofi’i, A., & Sari, M. N. (2023). The role of artificial intelligence (AI) in developing English language learners’ communication skills. Journal on Education, 6(1), 750-757. https://doi.org/10.31004/joe.v6i1.2990
Rüth, R., & Netzer, T. (2022). The impact of AI on leadership: New strategies for human-machine cooperation. Global Journal of Management and Business Research, 22(A8), 1-7.
Sarker, I. H. (2021). Deep learning: A comprehensive overview on techniques, taxonomy, applications, and research directions. SN Computer Science, 2, Article number 420. https://doi.org/10.1007/s42979-021-00815-1
Sharadgah, T. A., & Sa’di, R. A. (2022). A systematic review of research on the use of artificial intelligence in English language teaching and learning (2015-2021): What are the current effects? Journal of Information Technology Education: Research, 21, 337-377. https://doi.org/10.28945/4999
Shivakumar, A., Shukla, S., Vasoya, M., Kasrani, I. M., & Pei, Y. (2019). AI-enabled language speaking coaching for dual language learners. IADIS International Journal on WWW/Internet, 17(1), 66-78. https://doi.org/10.33965/ijwi_2019171105
Son, J., Ružić, N. & Philpott, A. (2023). Artificial intelligence technologies and applications for language learning and teaching. Journal of China Computer-Assisted Language Learning. https://doi.org/10.1515/jccall-2023-0015
Soori, M., Arezoo, B., & Dastres, R. (2023). Artificial intelligence, machine learning, and deep learning in advanced robotics: A review. Cognitive Robotics, 3, 54-70. https://doi.org/10.1016/j.cogr.2023.04.001
Tai, T.-Y., Chen, H. H., & Todd, G. (2022). The impact of a virtual reality app on adolescent EFL learners’ vocabulary learning. Computer Assisted Language Learning, 35(4), 892-917. https://doi.org/10.1080/09588221.2020.1752735
Urlaub, P., & Dessein, E. (2022). Machine translation and foreign language education. Frontiers in Artificial Intelligence, 5, 936111. https://doi.org/10.3389/frai.2022.936111
Vančová, H. (2023). AI and AI-powered tools for pronunciation training. Journal of Language and Cultural Education, 11(3), 12-24. https://doi.org/10.2478/jolace-2023-0022
van den Berghe, R., de Haas, M., Oudgenoeg‐Paz, O., Krahmer, E., Verhagen, J., Vogt, P., Willemsen, B., & Leseman, P. (2020). A toy or a friend? Children’s anthropomorphic beliefs about robots and how these relate to second‐language word learning. Journal of Computer Assisted Learning, 37(2), 396-410. https://doi.org/10.1111/jcal.12497
Vuong, Q. H., La, V. P., Nguyen, M. H., Jin, R., La, M.-K., & Le, T.-T. (2023). AI’s humanoid appearance can affect human perceptions of its emotional capability: Evidence from self-reported data in the U.S. International Journal of Human-Computer Interaction, 40(17), 4906-4917. https://doi.org/10.1080/10447318.2023.2227828
Wang, Y. (2023). Artificial intelligence technologies in college English translation teaching. Journal of Psycholinguistic Research, 52, 1525-1544. https://doi.org/10.1007/s10936-023-09960-5
Wei, Z. (2020). College English teaching and the development of translation ability: An investigation based on English translation teaching. In W. Zhang (Ed.), 2020 International Conference on Educational Training and Educational Phenomena (ICETEP2020). Scholar Publishing Group. https://doi.org/10.38007/Proceedings.0000907
Xia, Y., Shin, S.-Y., & Kim, J.-C. (2024). Cross-cultural intelligent language learning system (CILS): Leveraging AI to facilitate language learning strategies in cross-cultural communication. Applied Sciences, 14(13), 5651. https://doi.org/10.3390/app14135651
Xiong, W. (2023). AI and leadership: New changes of leadership under the development of artificial intelligence. In C. F. Peng, H. S. Du, T. S. Yin, J. Prabhu, & H. Li (Eds.), Proceedings of the 2022 7th International Conference on Modern Management and Education Technology (MMET 2022) (pp. 497-503). Atlantis Press. https://doi.org/10.2991/978-2-494069-51-0_69
Xu, Z., Wijekumar, K., Ramirez, G., Hu, X., & Irey, R. (2019). The effectiveness of intelligent tutoring systems on K–12 pupils’ reading comprehension: A meta-analysis. British Journal of Educational Technology, 50(6), 3119-3137. https://doi.org/10.1111/bjet.12758
Yang, H., & Kyun, S. (2022). The current research trend of artificial intelligence in language learning: A systematic empirical literature review from an activity theory perspective. Australasian Journal of Educational Technology, 38(5), 180-210. https://doi.org/10.14742/ajet.7492
Yang, S. J. H., Ogata, H., Matsui, T., & Chen, N.-S. (2021). Human-centered artificial intelligence in education: Seeing the invisible through the visible. Computers and Education: Artificial Intelligence, 2, 100008. https://doi.org/10.1016/j.caeai.2021.100008
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education—Where are the educators? International Journal of Educational Technology in Higher Education, 16(1), Article number 39. https://doi.org/10.1186/s41239-019-0171-0
Zhang, V. Z., & Hyland, K. (2018). Student engagement with teacher and automated feedback on L2 writing. Assessing Writing, 36, 90-102. https://doi.org/10.1016/j.asw.2018.02.004
Zou, B., Liviero, S., Hao, M., & Wei, C. (2020). Artificial intelligence technology for EAP speaking skills: Student perceptions of opportunities and challenges. In M. R. Freiermuth & N. Zarrinabadi (Eds.), Technology and the psychology of second language learners and users: New language Learning and teaching environments (pp. 433-463). Palgrave Macmillan. https://doi.org/10.1007/978-3-030-34212-8_17
DOI: https://doi.org/10.24815/siele.v12i1.43082
Article Metrics
Abstract view : 0 timesPDF - 0 times
Refbacks
- There are currently no refbacks.
Print ISSN: 2355-2794, Online ISSN: 2461-0275

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



