Exploring Ai-Bot In An Esl Filipino Flipped Classroom: A Sequential Mixed-Methods Study
DOI:
https://doi.org/10.55677/SSHRB/2025-3050-0503Keywords:
Artificial Intelligence, Flipped Classroom, Chatbot, Chai BotAbstract
Artificial intelligence (AI) is increasingly influencing English as a Second Language (ESL) education for Filipino students. This study investigates the effectiveness of Chai, an AI-powered chatbot, integrated into a flipped classroom model, for enhancing students’ prepositional usage. Employing an exploratory sequential mixed-methods design, 70 freshman students were randomly assigned to experimental (Chai Bot/flipped classroom) and control (traditional instruction) groups. The quantitative results indicated that the experimental group demonstrated significantly higher mean scores in post-tests compared to the control group, suggesting that the integration of Chai Bot effectively improved prepositional knowledge. Qualitative data gathered from semi-structured interviews with participants in the experimental group revealed eight key themes related to usability, technical issues, and the chatbot’s effectiveness as a learning and writing tool. Positive feedback emphasized the app’s ease of use and clarity of instructions, while challenges such as technical difficulties were also reported. This study highlights that Chai Bot, when utilized within a flipped classroom framework, serves as an effective AI-based tool for enhancing students’ grammatical skills, particularly in prepositions. The findings offer valuable pedagogical implications for educators and curriculum developers, suggesting that technology-enhanced learning can significantly contribute to language acquisition. Future research should explore long-term effects and broader applicability in diverse educational contexts.
References
Albahuoth, H. (2020). Effectiveness of flipped classroom in developing 11th graders’ grammatical competences in Arabic. Interactive Learning Environments, 28(8), 1–16. https://doi.org/10.1080/10494820.2020.1821714
Al-Harbi, S., & Alshumaimeri, Y. (2016). The flipped classroom impact in grammar class on EFL Saudi secondary school students’ performances and attitudes. English Language Teaching, 9(10), 60–80. https://doi.org/10.5539/elt.v9n10p60
Ali, J. K. M., Shamsan, M. A. A., Hezam, T. A., & Mohammed, A. A. (2023). Impact of ChatGPT on learning motivation: teachers and students’ voices. Journal of English Studies in Arabia Felix, 2(1), 41-49.
Anderson, M., & Lee, S. (2021). Exploring the learner experiences in a flipped learning environment using Chai bot for prepositions. TESOL Quarterly, 55(2), 235-256.
Bishop, J. L., & Verleger, M. (2013). The flipped classroom: A survey of the research. In Proceedings of the 12th Annual Conference on Information Technology Education (pp. 1-8). Association for Information Systems.
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative research in psychology, 3(2), 77-101.
Brown, J. (2019). Enhancing language learning through flipped instruction: A case study in prepositions. Journal of Language Education, 15(2), 123-145.
Casambre, M. D. (2017). Preposition errors of Filipino high school students. Philippine Journal of Linguistics, 48(1), 17-33.
Castro, M. C. (2019). An analysis of prepositional errors of college students. University of the Philippines Journal. Retrieved from https://www.litu.tu.ac.th/journal/FLLTCP/Proceeding/097.pdf
Catabay, M. Q. (2023). Analysis of second language learners’ errors in composition writing: basis for the proposed english remedial program in higher institution. Journal of Law and Sustainable Development, 11(4), 1-19.
Creswell, J. W. (2014). Research Design: Qualitative, Quantitative and Mixed Methods Approaches (4th ed.). Sage Publications.
Creswell, J. W., & Plano Clark, V. L. (2011). Designing and conducting mixed methods research. Sage Publications.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340.
Fadhilah, F. (2020). Fostering students’ grammatical competence through flipped classroom (A classroom action research at the tenth grade students of SMA Negeri 4 Tangerang Selatan in academic year 2019/2020) (Thesis, UIN Syarif Hidayatullah Jakarta). Retrieved from http://repository.uinjkt.ac.id/dspace/handle/123456789/51741
Faul, F., Erdfelder, E., Lang, A. G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175-191.
Fryer, L., & Carpenter, R. (2006). Bots as language learning tools. Language Learning & Technology, 10(3),8-14. https://scholarspace.manoa.hawaii.edu/bitstream/10125/44068/1/10_03_emerging.pdf
Garcia, M. (2023). Common grammatical errors in EFL contexts: A cross-linguistic analysis. Journal of Applied Linguistics Review, 28(3), 301-318.
Huang, F., & Teo, T. (2019). Examining the role of technology‐related policy and constructivist teaching belief on English teachers’ technology acceptance: A study in Chinese universities. British Journal of Educational Technology, 52(1), 441-460.
Inezan, F., & Najim, Z. (2010). Problems and common mistakes on prepositions of place at, in, and on. International Arab Journal of Information Technology, 7(5), 502-507. Retrieved from https://www.iasj.net/iasj/download/0519782abed9eecb
Johnson, R., & Brown, S. (2020). Integrating technology in language instruction: Effects on engagement and learning outcomes. Educational Psychology Review, 42(3), 321-340.
Johnson, R., Williams, L., & Davis, K. (2018). The impact of flipped learning on preposition acquisition: A comparative study. Modern Language Journal, 102(3), 567-589.
Lim, J. H., & Lee, H. J. (2019). Preposition errors of Filipino college students. Journal of English Language Studies, 17(2), 35-50.
Magday, W. D., & Pramoolsook, I. (2021). Exploring teaching demonstrations in the teaching journals: A case of Filipino pre-service teachers. Language Related Journal, 12(5), 171-200. https://doi.org/10.29252/LRR.12.5.7
Paas, F., Renkl, A., & Sweller, J. (2003). Cognitive load theory and instructional design: Recent developments. Educational Psychologist, 38(1), 1-4.
Schei, O. M., Møgelvang, A., & Ludvigsen, K. (2024). Perceptions and Use of AI Chatbots among Students in Higher Education: A Scoping Review of Empirical Studies. Education Sciences, 14(8), 922. https://doi.org/10.3390/educsci14080922
Smith, A., Johnson, B., & Williams, C. (2021). Chatbot-based flipped learning: Enhancing language instruction. Journal of Educational Technology, 34(2), 145-162.
Smith, T. (2020). Investigating the effects of integrating Chai bot as a flipped learning method for preposition instruction. Language Teaching Research, 25(4), 567-589.
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257-285.
Team, E. (2022, July 2). Why does every university need a smart college chatbot? Engati. Retrieved from https://www.engati.com/blog/college-inquiry-chatbot-system-forautomation-in-education-sector.
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), 1-20.
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