articlenpj Science of LearningMay 3, 2025GOLD OA

A qualitative systematic review on AI empowered self-regulated learning in higher education

Zhejiang Normal University

PubMed
Indexed incrossrefdoajpubmed

Abstract

This systematic review explores the burgeoning intersection of Artificial Intelligence (AI) applications and self-regulated learning (SRL) in higher education. Aiming to synthesize empirical studies, we employed a qualitative approach to scrutinize AI's role in supporting SRL processes. Through a meticulous selection process adhering to PRISMA guidelines, we identified 14 distinct studies that leveraged AI applications, including chatbots, adaptive feedback systems, serious games, and e-textbooks, to support student autonomy. Our findings reveal a nuanced landscape where AI demonstrates potential in facilitating SRL's forethought, performance, and reflection phases, yet also highlights whether the agency is…

Citation impact

63
total citations
FWCI
81.18
Percentile
100%
References
57
Citations per year

Authors

2

Topics & keywords

Keywords
  • Autonomy
  • Self-regulated learning
  • Agency (philosophy)
  • Higher education
  • Formative assessment
  • Computer science
  • Psychology
  • Mathematics education
UN Sustainable Development Goals
  • Quality Education
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