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Pragmatic AI in education and its role in mathematics learning and teaching

Florence Gabriel, JohnPaul Kennedy, Rebecca Marrone, Simon N. Leonard

2025npj Science of Learning14 citationsDOIOpen Access PDF

Abstract

Pragmatic, scalable and sustainable responses to persistent socio-emotional issues such as mathematics anxiety remain elusive. Artificial intelligence (AI) offers a promising approach by enhancing students’ perceptions of competence, control, and value while transforming teacher-student interactions. This paper advocates for a research agenda exploring AI’s role in shaping achievement emotions and calls for a broader shift in educational research toward leveraging AI for meaningful and transformative learning experiences.

Topics & Concepts

Mathematics educationComputer sciencePsychologyIntelligent Tutoring Systems and Adaptive LearningOnline Learning and AnalyticsCognitive Science and Mapping
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