Publications

(2025). Mapping Student-AI Interaction Dynamics in Multi-Agent Learning Environments: Supporting Personalised Learning and Reducing Performance Gaps. Computers & Education, Volume 241, 2026.
(2025). The Impact of Test Preparation on Performance of Large-Scale Educational Tests: A Meta-analysis of Experimental Studies. Review of Educational Research, 00346543251360775.
(2026). Self-regulated use of testing and restudy strategies for test preparation: Understanding students' choices. Assessment in Education: Principles, Policies and Practice. Accepted.
(2026). Test preparation in a high-stakes setting: experiments with testing and restudy strategies. Oxford Review of Education. 1-21.
(2025). Simulating classroom education with llm-empowered agents. In 2025 NAACL-HLT.
(2023). Assessment and learning loss in England: never let a good crisis go to waste. International Journal of Inclusive Education, 29(5), 805-820.