Aug 2026· Worldwide Journal of Creative Research and Thoughts· Vol 2· 0 citations
TL;DR
The results reveal that GenAI tool adoption has a significant positive effect on students' perceived learning effectiveness and career-readiness preparedness, and their effect on critical thinking ability is minimal and limited to lower order thinking skills only.
Abstract
Generative Artificial Intelligence (GenAI) tools have proliferated rapidly in recent years and are now starting to revolutionize the way teaching and learning happens in higher education institutions. However, there still exists a dearth of empirical studies on the use of GenAI tools among commerce students in India. The current study focuses on evaluating the effects of GenAI adoption among commerce students on their learning effectiveness, critical thinking ability, and career-readiness preparedness, based on the Technology Acceptance Model, UTAUT2, and Bloom’s Taxonomy. Using a descriptive and survey-oriented research methodology, this study explores GenAI tool adoption patterns and their relationships with academic and professional aspects using correlations, regressions, and structural equation modeling. The results reveal that GenAI tool adoption has a significant positive effect on students' perceived learning effectiveness and career-readiness preparedness, and their effect on critical thinking ability is minimal and limited to lower order thinking skills only. Facilitating conditions make an impactful contribution to these relationships. Overall, the study proves that the value of GenAI tools in education is tied to systematic adoption and highlights the importance of designing a commerce curriculum that supports NEP 2020 goals.
The findings indicate that research on students’ critical thinking is dominated by quantitative approaches focusing on psychological and pedagogical factors, while pedagogical strategies effectively improve critical thinking skills.
N. Oktorina, B. Suryadi, Suprananto Suprananto· Jurnal Locus Penelitian dan...· 0 citations
It is found that GenAI adoption in Indonesian higher education requires balanced institutional guidance, AI literacy development, assessment redesign, and clear academic integrity policies, and that digital and AI literacy is a key condition for responsible GenAI adoption.
S. Sudrajat, Bagaskara Nur Rochmansyah, Leonita Leonita et al.· Daengku Journal of Humanitie...· 0 citations
Whether students perceive the AI learning companion as “genuinely useful” matters more for their adoption than whether it is “easy to use,” and this adoption is further associated with the development of higher-order thinking.
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It is demonstrated that students associate innovation more strongly with competence development and flexibility than with technological novelty alone, indicating that students place greater value on educational approaches that support practical skills development, flexibility, and preparation for future careers.
Anikó Csepregi, Andrej Rajský· Journal of Business Sectors· 0 citations
An integrated model linking AI tool use, perceived learning, engagement, critical thinking, self-efficacy, learning outcomes, and employability, with digital literacy as antecedent and faculty support as moderator is tested, confirming that pedagogical scaffolding is essential to converting AI exposure into educational...
N. Iqbal· E-Learning and Digital Media· 0 citations
The results showed that the adoption of artificial intelligence accompanied by digital literacy and reflective use had a significant positive effect on critical thinking skills, while passive use did not show a significant effect.
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