Aug 2026· European Journal of Educational Research· 0 citations· 14 references
TL;DR
There is a gap between the ability to identify correctness and the ability to implement it in effective instructional planning and the need to develop critical thinking in the context of using artificial intelligence in teacher training is emphasized.
Abstract
The integration of artificial intelligence (AI) in education has expanded access to knowledge and created new opportunities for teaching and learning. Also, it poses a major challenge: AI products may contain inaccuracies or biases, and their use does not guarantee critical engagement. This challenge is particularly prominent in teacher education, which requires not only the evaluation of information but also the translation of information into pedagogical decisions. This study examines the critical thinking processes and technological pedagogical content knowledge (TPACK) of preservice mathematics teachers as they plan lessons with the assistance of AI tools. The study examines their ability to evaluate the accuracy and appropriateness of AI-generated suggestions. The study also focuses on the levels of thinking—perception, processing, and execution- that are expressed in the decision-making process. In this qualitative study, 29 lesson plans and written reflections collected from 41 preservice elementary mathematics teachers during a methods course were analyzed using content analysis. The findings indicate a gap between the ability to identify correctness and the ability to implement it in effective instructional planning and emphasize the need to develop critical thinking in the context of using artificial intelligence in teacher training.
The findings revealed that AI enhanced conceptual understanding, promoted independent learning, improved review efficiency, and enabled personalized learning experiences, however, participants also emphasized the importance of critically evaluating AI-generated information and integrating AI responsibly with traditiona...
Nora A. Oredina· Journal of Intelligent Decis...· 0 citations
The findings indicate that the effectiveness of AI tools is contingent on the type of mathematical content, and support the consideration of AI technologies as a tool for adaptive modeling of individual educational trajectories in mathematics education.
L. B. Raikhelgauz· BULLETIN OF CHECHEN STATE...· 0 citations
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
The study proposes the incorporation of “epistemic hygiene,” understood as the systematic development of competencies in critical judgment, comparison, and validation of knowledge generated by algorithmic systems.
Pre-service science teachers view AI as a helpful tool for lesson planning, assessment, and tailoring instruction to learner needs, indicating that AI can enhance teacher preparedness by offering practical solutions for instructional planning and responding to the diverse needs of learners.
L. S. Ligsanan, Rendel Batchar, C. J. Manguil· Suranaree Journal of Social...· 0 citations
Comparisons in the teaching effectiveness of public secondary school teachers in Sindh province of Pakistan with respect to the impact of Artificial Intelligence Literacy are made and it is suggested that school authorities should offer teachers opportunities to develop their understanding and skills in AI to help them...
Tehniyat Noor, Afsheen Salahuddin, Aasma Younas et al.· SOCIAL PRISM· 0 citations
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