A Meta-Analysis of LLM Effects on Students across Qualification, Socialisation, and Subjectification

Jiayu Huang, Ruoxin Ritter Wang, Jen-Hao Liu +5

Large language models (LLMs) are increasingly positioned as solutions for education, yet evaluations often reduce their impact to narrow performance metrics. This paper reframes th…