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Interactive Learning of the Ukrainian Language Among Students Using AI-Based Chatbots: An Experimental Study

Year: 2025

Type: article

Abstract: The relevance of this study is driven by the need to integrate innovative technologies, particularly chatbots, into the educational process to enhance the effectiveness of language learning. The study aims to evaluate the efficiency of integrating AI-based chatbots into the process of learning the Ukrainian language and improving motivation. The research employs testing methods (The Attitude/Motivation Test Battery), natural language processing (NLP) metrics, and chatbot log file analysis. Statistical data processing methods such as mean, standard deviation, range, and Student’s t-test were applied. The obtained data indicate a statistically significant advantage of using an AI chatbot in learning the Ukrainian language. The experimental group demonstrated higher response relevance (4.2 vs. 3.5 in the control group), confirming the effectiveness of the AI chatbot. The motivation test also showed significant differences: the average score of language interest in the experimental group was 4.5, compared to 3.8 in the control group, while the anxiety level was lower (2.0 vs. 2.7). Statistical analysis using independent samples t-tests confirmed these differences, with specific results for key variables: Interest in language learning (t(94) = 2.85, p = 0.006), Motivation for language learning (t(94) = 3.12, p = 0.002), and Anxiety in language learning (t(94) = -2.45, p = 0.016). The results demonstrate the positive impact of the AI chatbot on motivation, academic achievement, and anxiety reduction among users. Further research could focus on analyzing the long-term impact of chatbots on students’ academic performance. Special attention should be given to adapting chatbots to other academic disciplines and various cultural contexts.

Source: Premier journal of science.

DOI: 10.70389/pjs.100201

Authors: Olha Boiko, Gevorkian Norik, Galyna Vyshnevska, Liudmyla Derevianko, Tamila Gruba

Institutions: Atatürk University, Interregional Academy of Personnel Management, Ternopil Volodymyr Hnatiuk National Pedagogical University, National University "Yuri Kondratyuk Poltava Polytechnic", Academician Stepan Demianchuk International University Of Economics and Humanities

Language: English

Topic: Artificial Intelligence in Education

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: hybrid

OpenAlex ID: W7119116314

FWCI:

Cites: 27

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