Analysis of the evolution of artificial intelligence as a key tool in digital education
DOI:
https://doi.org/10.21533/pen.v14.i1.1538Abstract
The Ukrainian educational system has experience of the digital quicker uptake by two significant crises in the country that occurred in the year 2019-2025 as compared to the rest of the world. The study examines how AI and Generative AI GenAI) have been adopted and adapted within the Ukrainian educational context across multiple crisis phases between 2019 and 2025. A longitudinal mixed-methods was used for the study. A total of 200 university instructors in Ukrainian higher education was selected for survey while 20 participants was selected for interview using purposive sampling technique. Qualitative and quantitative data were collected using interviews and structured online questionnaires respectively. The result showed that AI tools in education increased steadily and significantly between 2019 and 2025. AI adoption factors changes from technical (4.32 ± 0.58) to contextual (4.32 ± 0.58) over time. There is a significant difference in AI/GenAI adoption and motivation across the crisis’s phases (p < 0.05) with a partial η² value of 0.162 and 0.125 respectively. AI-LMS platforms, Adaptive Learning Systems and GenAI are the most adaptable to the Ukrainian context. The result showed that language barriers, infrastructure limitations, and resource availability were statistically significant challenges of AI adoption (p<0.0). The study concluded that there is an exponential growth in AI adoption and turning points, however crises and technological breakthroughs jointly redefined digital education. Policies and ethical frameworks of AI-use should be introduced to universities to steer students in the ethical use of AI and academic honesty.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Gulchohra Babali Aliyeva , Balabek Saktaganov, Kateryna Meljnyk, Nadiia Stepanets, Viktoriia Vasiuta

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.




