Jul 2026· Knowledge Management & E-Learning An International Journal· pp. 349· 0 citations
TL;DR
This study aims to provide insights into the impact of AI integration in mathematics education through a systematic literature review (SLR), revealing dynamic trends in AI utilization, particularly in Indonesia and Australia.
Abstract
Artificial Intelligence (AI) as a representation of technological advancement, has been recognized for its potential to positively and negatively impact the educational sphere. In mathematics education, AI revolutionizes learning by offering students more flexible and adaptive learning experiences. This study aims to provide insights into the impact of AI integration in mathematics education through a systematic literature review (SLR). The primary focus of this research includes trends in AI usage based on year, country, and education level, types of AI integration, and the impacts and challenges encountered in implementing AI in mathematics learning. The research data comprises empirical articles collected using the PRISMA approach, drawing from databases such as Scopus, ERIC, and SAGE over the past five years. This results in the analysis of 13 selected articles. The findings reveal dynamic trends in AI utilization, particularly in Indonesia and Australia. In Indonesia, AI is primarily used to expand access to online education, while in Australia, it is leveraged for personalized learning. AI is predominantly integrated at the middle school and university levels, with ChatGPT as the primary tool to assist students in understanding mathematical concepts. The benefits of AI include improvements in cognitive, affective, and teaching abilities. The challenges of AI identified include low user awareness, limited educator skills, cognitive impacts on students, and technological access disparities that exacerbate educational inequalities.
The findings indicate that AI positively influences academic performance primarily through enhanced engagement, personalization, predictive analytics, and self-efficacy.
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It is proposed that mathematical literacy in the AI era should extend beyond traditional competencies to include the ability to critically evaluate AI-generated outputs, identify algorithmic limitations, and use AI responsibly a construct this review tentatively terms Mathematical AI Literacy.
Andi Mangaraja, D. Hasibuan, Ramadhan Herianto et al.· Mathline : Jurnal Matematika...· 0 citations
A systematic literature review aims to synthesize existing evidence on the evolving roles of mathematics teachers within AI-enhanced educational contexts and to develop a comprehensive framework explaining role transformation, and contributes a holistic conceptualization of teacher role transformation.
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The results showed that AI can be used in teaching in order to plan, personalize, tutor, assess and provide feedback, thus enhancing instruction, engagement, critical thinking and performance, and the study suggests that AI should be used as an addition to teaching staff.
Fatima Saddique· International Journal of Bus...· 0 citations
Artificial intelligence (AI) has become one of the most influential technologies in contemporary
transformations in higher education, as its applications are no longer limited to technical and
administrative aspects, but have extended to learning, teaching, assessment, and academic
decision-making support. Recent liter...
Eng. M. M. Naba Kazem Ghanem Okili· International Journal of Edu...· 0 citations
This systematic literature review examines current research on the integration of artificial intelligence in primary mathematics education, focusing on bibliometric patterns, pedagogical applications and outcomes, as well as implementation challenges and teacher-related considerations over the past five years, offering...
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