🏷️ ai-feedback-quality

> **Synthesis:** Lu et al. (2026) examined, through the lens of Social Cognitive Theory, whether Chinese university EFL learners' perceptions of generative-AI-based pronunciation feedback relate to th…

2026-08-13 · language-learning, generative-ai, self-regulated-learning, motivation, teacher-role

> **Synthesis:** MacArthur et al. (2025) present the GIFT-AI approach — "teaching the game and leveling the field" — applying the Peer and AI Review + Reflection (PAIRR) model specifically to an upper…

2026-08-13 · writing-education, ai-literacy, student-experience, peer-review, multilingual-writing

> **Synthesis:** Sperber et al. (2025) present the Peer and AI Review + Reflection (PAIRR) model, a human-centered approach to formative assessment that combines peer review best practices with AI rev…

2026-08-13 · writing-education, formative-assessment, ai-literacy, student-experience, peer-review

> **Peer review** — the practice in which students read, evaluate, and provide feedback on one another's work, most often writing. In writing pedagogy, peer review is a long-standing best practice: st…

2026-08-13 · writing-education, formative-assessment, student-experience, collaboration, self-regulated-learning

> **Synthesis:** Pecuchova, Benko, and Drlik (2026) investigate the capacity of a large language model (GPTo1) to generate formative feedback for student-created UML diagrams in a university software …

2026-08-10 · generative-ai, formative-assessment, higher-ed, curriculum-design, self-regulated-learning

> **AI feedback quality** — the accuracy, usefulness, timeliness, and pedagogical value of feedback generated by AI systems for learners. As AI-generated feedback becomes ubiquitous in education, unde…

2026-08-09 · formative-assessment, automated-grading, feedback-loop, generative-ai, ai-literacy

> **Automated grading** — AI systems that evaluate student work, from multiple-choice scoring to essay assessment and code review. Automated grading is one of the most mature and widely-deployed AI in…

2026-08-09 · assessment-validity, formative-assessment, automated-essay-scoring, bias-mitigation, confidence-aware-ai-assessment

> **Feedback loop** — the cyclical process where AI systems assess student work, deliver feedback, observe the student's response, and adapt subsequent instruction. Effective feedback loops close the …

2026-08-09 · formative-assessment, automated-grading, scaffolding, self-regulated-learning, ai-tutoring

> **AI in writing education** — the use of AI tools for writing instruction, assessment, feedback, and the study of how generative AI reshapes the writing process itself. Writing education is one of t…

2026-08-09 · automated-essay-scoring, academic-integrity, cognitive-offloading, ai-literacy, language-learning