Recurring mechanism clusters — self-regulation, metacognition, critical thinking, self-efficacy, trust, feedback literacy, AI literacy — link GenAI use to agency outcomes¶

Claim · All claims
Evidence · 1 study · review r3 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Self-regulation recurs as an overarching linking construct: when learners set goals, monitor, evaluate, and revise strategies, GenAI is more likely to function as a scaffold than a substitute for thinking. → Wang Guanhua 2026

Evidence¶

Wang Guanhua 2026¶

Wang Guanhua, Wang Wenna, Yang Daozhou, Ren Jifan. (2026). Generative AI, Cognitive Offloading, and Learner Agency in Higher Education: A Scoping Review. Behavioral Sciences. https://doi.org/10.3390/bs16071150

q2 · i? · review · r3

Descriptive mapping of the mechanism-related construct theme family (116 of 123 included studies). The review states these constructs recur across the charted corpus and help organize why GenAI serves as scaffold for some learners and source of dependence for others.

"Among these, self-regulation, metacognition, critical thinking, self-efficacy, trust, feedback literacy, AI literacy, and cognitive offloading/reliance/dependence recur across the charted corpus."

Discussion¶

Related Claims¶

• Metacognitive self-regulation mediates the relationships between all three AI interaction mechanisms and both higher-order outcomes — a narrower finding that bears on this claim
• Self-efficacy and learning motivation serially mediate the link from AIGC affordance to self-regulated learning — related
• Learning agency and challenge emotions serially mediate the association between GenAI literacy and GenAI-assisted self-regulated learning behaviors — related
• AI literacy relates to AI integration intention through a serial indirect pathway via AI-TPACK and science teaching self-efficacy — related
• GenAI can support learner agency through self-regulated learning, self-efficacy, and feedback literacy under appropriate conditions — possibly the same claim (merge candidate)
• Learners learning with generative AI risk offloading monitoring and control of learning to the AI, suppressing learner agency — a narrower finding that bears on this claim
• Reliance, trust, and dependency are distinct constructs requiring separate measurement from AI-literacy totals — related
• GenAI literacy is positively associated with GenAI-assisted self-regulated learning behaviors among special education undergraduates — a narrower finding that bears on this claim