Asian Journal of Education and Social Studies

This narrative review examines the integration of Fourth Industrial Revolution (4IR) learning systems such as artificial intelligence, adaptive learning technologies, and gamified platforms in mathematics education. The review synthesizes studies published selected based on their relevance to mathematics instruction, empirical focus, and inclusion in peer reviewed journals. Studies unrelated to educational applications or lacking methodological rigor were excluded. Findings indicate that these technologies can enhance students’ critical thinking, problem solving skills, and engagement, while supporting personalized learning through adaptive and data driven instructional approaches. However, several barriers to effective implementation are consistently identified, including inadequate technological infrastructure, limited internet access, insufficient teacher training, and unequal access to digital resources. Issues related to curriculum alignment are also evident, as existing instructional frameworks and standards do not always support the integration of advanced technologies. Guided by the Unified Theory of Acceptance and Use of Technology, the review identifies key factors influencing technology adoption, including performance expectancy, effort expectancy, social influence, and facilitating conditions. Although international studies provide substantial insights, there remains a lack of context specific research, particularly within the Philippine setting. This gap highlights the need for localized investigations to support the effective, equitable, and sustainable implementation of 4IR based innovations in mathematics education.