Enhancing Critical Thinking through AI-Assisted Collaborative Task-Based Learning: A Case Study of Prospective Teachers in Japan

Takayoshi Sako

Abstract


This study explores the potential of integrating generative AI into collaborative task-based language learning to foster critical thinking (CT) skills in computer-assisted learning environments. Employing a mixed-methods approach, the research examines the experiences of 18 pre-service teachers engaging in AI-assisted collaborative activities. Quantitative analysis of the Critical Thinking Disposition Scale and qualitative analysis using the modified grounded theory approach (M-GTA) reveal that AI tools can alleviate collaboration challenges by bridging perceptual gaps, clarifying objectives, and promoting deeper understanding. The findings suggest that AI-assisted collaborative learning enhances students’ intellectual autonomy, creativity, and digital literacy skills. However, the effectiveness of AI tools in fostering collaboration depends on their proper application, the supportive role of educators, and the careful design of evaluation criteria. The study emphasizes the importance of balancing the use of AI tools with authentic language production and highlights the crucial role of educators in moderating discussions and providing guidance where AI tools may have limitations. While the findings offer valuable insights, the study acknowledges its limitations and recommends future research to explore the impact of AI-assisted collaborative learning on CT with larger and more diverse samples.


Keywords


critical thinking, collaborative learning, generative AI, task-based learning, teacher training

Full Text:

PDF

References


Abrami, P. C., Bernard, R. M., Borokhovski, E., Wade, A., Surkes, M. A., Tamim, R., & Zhang, D. (2008). Instructional interventions affecting critical thinking skills and dispositions: A stage 1 meta-analysis. Review of Educational Research, 78(4), 1102-1134. https://doi.org/10.3102/0034654308326084

Altowairiki, N. (2021). Online collaborative learning: Analyzing the process through living the experience. International Journal of Technology in Education (IJTE), 4(3), 413-427. https://doi.org/10.46328/ijte.95

Anazifa, R. D., & Djukri, D. (2017). Project-based learning and problem-based learning: Are they effective to improve student's thinking skills? Journal Pendidikan IPA Indonesia, 6(2), 346-355. https://doi.org/10.15294/jpii.v6i2.11100

Barkley, E. F., Major, C. H., & Cross, K. P. (2014). Collaborative learning techniques: A handbook for college faculty (2nd ed.). Jossey-Bass.

Belecina, R. R., & Ocampo, J. M., Jr. (2018). Effecting change on students' critical thinking in problem solving. Educare, 10(2), 109-118.

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77-101. https://doi.org/10.1191/1478088706qp063oa

Chen, J., Wang, M., Kirschner, P. A., & Tsai, C. C. (2018). The role of collaboration, computer use, learning environments, and supporting strategies in CSCL: A meta-analysis. Review of Educational Research, 88(6), 799-843. https://doi.org/10.3102/0034654318791584

Chong, S. W., & Reinders, H. (2020). Technology-mediated task-based language teaching: A qualitative research synthesis. Language Learning and Technology, 24(3), 70-86. http://hdl.handle.net/10125/44739

Dillenbourg, P., Baker, M., Blaye, A., & O'Malley, C. (1996). The evolution of research on collaborative learning. In E. Spada & P. Reiman (Eds.), Learning in humans and machines: towards an interdisciplinary learning science (pp. 189-211). Elsevier.

Farias, P. F., & da Silva, L. (2021). Doing critical language teaching through tasks: Insights from the Brazilian context. Education Sciences, 11(5), Article 223. https://doi.org/10.3390/educsci11050223

Gokhale, A. A. (1995). Collaborative learning enhances critical thinking. Journal of Technology Education, 7(1), 22-30. https://doi.org/10.21061/jte.v7i1.a.2

González-Lloret, M., & Ortega, L. (2014). Technology-mediated TBLT: Researching technology and tasks (Vol. 6). John Benjamins Publishing Company. https://doi.org/10.1075/tblt.6

Hirooka, S., Ogawa, K., & Motoyoshi, T. (2000). Kuritikarushinkingu ni taisuru shikosei no sokutei ni kansuru tansaku teki kenkyu [An exploratory study on measuring the orientation toward critical thinking]. Bulletin of the Faculty of Education, Mie University, 51, 161-173.

Hirooka, S., Motoyoshi, T., Ogawa, K., & Saito, K. (2001). Kuritikarushinkingu ni taisuru shikosei no sokutei ni kansuru tansaku teki kenkyu (2) [An exploratory study on measuring the orientation toward critical thinking (2)]. Bulletin of the Center for Educational Research and Practice, Faculty of Education, Mie University, 21, 93-102.

Isowa, S., & Minami, M. (2015). Tanshukuban shakai teki kuritikarushinkingu shikosei shakudo no kento [Examination of the short version of the Social Critical Thinking Disposition Scale]. Mie University Faculty of Education Research Bulletin: Natural Sciences, Humanities, Social Sciences, and Educational Sciences, 66, 179-189.

Jia, F., Sun, D., Ma, Q., & Looi, C. (2022). Developing an AI-based learning system for L2 learners' authentic and ubiquitous learning in English language. Sustainability, 14(23), Article 15527. https://doi.org/10.3390/su142315527

Johnson, D. W., Johnson, R. T., & Holubec, E. J. (1993). The new circles of learning: Cooperation in the classroom and school (5th ed.). Interaction Book Co.

Kinoshita, Y. (2003). Grounded theory approach no jissenn: Shitsutekikenkyuu heno sasoi [Grounded theory approach in practice: An introduction to qualitative research]. Koubundou.

Kinoshita, Y. (2007). Modified grounded theory approach (M-GTA) no bunsekigihou [Analytical techniques of the modified grounded theory approach (M-GTA)]. Journal of Toyama University Nursing Association, 6(2), 1-10.

Kinoshita, Y. (2020). Teihon M-GTA: Jissen no riron-ka wo mezasu shitsuteki kenkyu hoho-ron [Definitive M-GTA: A qualitative research methodology aiming at theorizing practice]. Igaku Shoin.

Kirschner, P. A. (2001). Using integrated electronic environments for collaborative teaching/learning. Learning and Instruction, 10(Suppl. 1), 1-9. https://doi.org/10.1016/S0959-4752(00)00021-9

Kusumi, T., Koyasu, M., & Michita, Y. (Eds.). (2011). Hihanteki shikooryoku wo hagukumu: Gakushiryoku to shakaijin kisoryoku no kiban keisei [Nurturing critical thinking ability: Formation of the foundation of bachelor's ability and basic social skills]. Yuhikaku.

Laal, M., & Ghodsi, S. M. (2012). Benefits of collaborative learning. Procedia - Social and Behavioral Sciences, 31, 486-490. https://doi.org/10.1016/j.sbspro.2011.12.091

Mutakinati, L., Anwari, I., & Kumano, Y. (2018). Analysis of students' critical thinking skill of middle school through STEM education project-based learning. Jurnal Pendidikan IPA Indonesia, 7(1), 54-65. https://doi.org/10.15294/jpii.v7i1.10495

Osborne, J. (2010). Arguing to learn in science: The role of collaborative, critical discourse. Science, 328(5977), 463-466. https://doi.org/10.1126/science.1183944

Panitz, T. (1996). A definition of collaborative vs cooperative learning. Deliberations, 1996, 1-3.

Paul, R. (1995). Critical thinking: How to prepare students for a rapidly changing world. Foundation for Critical Thinking.

Paul, R., & Elder, L. (2002). Critical thinking: Tools for taking charge of your professional and personal life. Pearson Education.

Paul, R., & Elder, L. (2020). The miniature guide to critical thinking concepts and tools (Thinker's Guide Library). Rowman & Littlefield.

Petersen, C., & Nassaji, H. (2016). Project-based learning through the eyes of teachers and students in adult ESL classrooms. Canadian Modern Language Review, 72(1), 13-39. https://doi.org/10.3138/cmlr.2096

Pritchard, A., & Woollard, J. (2010). Psychology for the classroom: Constructivism and social learning. Routledge. https://doi.org/10.4324/9780203855171

Ramdani, D., Susilo, H., Suhadi, & Sueb. (2022). The effectiveness of collaborative learning on critical thinking, creative thinking, and metacognitive skill ability: Meta-analysis on biological learning. European Journal of Educational Research, 11(3), 1607-1628. https://doi.org/10.12973/eu-jer.11.3.1607

Rusandi, M. A., Saripah, I., Khairun, D. Y., & Mutmainnah. (2023). No worries with ChatGPT: Building bridges between artificial intelligence and education with critical thinking soft skills. Journal of Public Health, 45(3), 602-603. https://doi.org/10.1093/pubmed/fdad049

Saha, A., Mani, M., & Narayanan, G. (2023). Symbiotic human-artificial intelligence in the age of generative AI: A commentary. International Journal of Human-Computer Interaction, 1-15. https://doi.org/10.1080/10447318.2023.2207724

Sahija, S. L., & Cruz, R. A. O. (2022). ICT integration in English language teaching and learning: A systematic review. Cypriot Journal of Educational Sciences, 17(5), 2183-2200. https://doi.org/10.18844/cjes.v17i5.7367

Saiki, C. S. (2019). Grounded theory approach. In T. Sato et al. (Eds.), Shitsuteki kenkyu ho mapping [Mapping of qualitative research methods] (pp. 161-178). Shinyo-sha.

Sasson, I., Yehuda, I., & Malkinson, N. (2018). Fostering the skills of critical thinking and question-posing in a project-based learning environment. Thinking Skills and Creativity, 29, 203-212. https://doi.org/10.1016/j.tsc.2018.08.001

Thayer-Bacon, B. J. (2000). Transforming critical thinking: Thinking constructively. Teachers College Press.

Vellanki, S. S., & Bandu, S. (2021). Engaging students online with technology-mediated task-based language teaching. Arab World English Journal (AWEJ) Special Issue on Covid 19 Challenges, (1), 107-126. https://doi.org/10.24093/awej/covid.8

Vincent-Lancrin, S., González-Sancho, C., Bouckaert, M., de Luca, F., Fernández-Barrerra, M., Jacotin, G., Urgel, J., & Vidal, Q. (2019). Fostering students' creativity and critical thinking: What it means in school. OECD Publishing. https://doi.org/10.1787/62212c37-en

Vygotsky, L. S. (1980). Mind in society: Development of higher psychological processes (Rev. ed.). Harvard University Press. https://doi.org/10.2307/j.ctvjf9vz4

Warsah, I., Morganna, R., Uyun, M., Hamengkubuwono, & Afandi, M. (2021). The impact of collaborative learning on learners' critical thinking skills. International Journal of Instruction, 14(2), 443-460. https://doi.org/10.29333/iji.2021.14225a

Xu, E., Wang, W., & Wang, Q. (2023). The effectiveness of collaborative problem solving in promoting students' critical thinking: A meta-analysis based on empirical literature. Humanities and Social Sciences Communications, 10, Article 16. https://doi.org/10.1057/s41599-023-01508-1

Zhu, M., Bonk, C. J., & Doo, M. Y. (2020). Self-directed learning in MOOCs: Exploring the relationships among motivation, self-monitoring, and self-management. Educational Technology Research and Development, 68(5), 2073-2093. https://doi.org/10.1007/s11423-020-09747-8




DOI: http://dx.doi.org/10.21462/jeltl.v9i2.1319

Refbacks

  • There are currently no refbacks.






JELTL (Journal of English Language Teaching and Linguistics); Web: www.jeltl.org; Email: journal.eltl@gmail.com


Creative Commons License
JELTL by http://www.jeltl.org is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License


Indexed and Abstracted BY: