ChatGPT As a Resource to Strengthen Mathematics Teaching and Learning: A Systematic Review

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Authors: Chia Shih Su, Chuan Chih Hsu, José González Campos
Cited by: 3
References: 60

Abstract

ABSTRACT Background Since late 2022, the integration of generative AI, particularly ChatGPT, has rapidly expanded in mathematics education, creating a dynamic but heterogeneous research field that requires systematic synthesis regarding its pedagogical value. Objective This review analyses scientific literature on ChatGPT in mathematics education to identify its applications, benefits, limitations and instructional projections. Methods Following PRISMA guidelines, 54 peer‐reviewed articles from Web of Science, Scopus and SciELO were analysed using deductive‐inductive content analysis across methodological, pedagogical and impact dimensions. Results Analysis revealed methodological diversity, with predominance of qualitative approaches (33.3%) and concentration in higher education (35.2%) and teacher training (24.1%). Main applications included problem‐solving support (46.3%), instructional material design (22.2%) and metacognitive scaffolding (14.8%). Benefits encompassed conceptual understanding enhancement (22.2%), metacognitive development (20.4%) and teacher professional growth (20.4%). Critical concerns centred on accuracy and reliability (46.3%), necessitating explicit verification protocols, AI literacy development (31.5%) and strong teacher mediation (27.8%). Conclusion ChatGPT's educational value is contingent upon instructional design quality rather than tool capabilities. Effective integration demands AI literacy, structured tasks promoting mathematical validation, and pedagogical mediation that preserves disciplinary rigour and student autonomy.

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Machine Learning in Materials Science Intelligent Tutoring Systems and Adaptive Learning

Publication details

Journal / source
Journal of Computer Assisted Learning
Publisher
Wiley
Volume
42
Issue
3
Publication date
14 April 2026
Language
EN