Project overview 2023 CHEP Enhancement Funds Staff Lead researchers Dr Ying Zheng PhD Associate Professor Research interests Psychometrics and test validation; Human scoring vs. machine scoring; Statistics in applied linguistics; Comparative Judgement in language testing Mandarin exams in the UK school system, including A-Level and GCSE exams; Mandarin Chinese teachers’ professional development Learner motivation and language teaching pedagogy; ESL/EFL learner characteristics and test performance Connect with Ying Email: Ying.Zheng@soton.ac.uk Other researchers Dr Ben Davies PhD Lecturer Research interests Undergraduate Mathematics Education (including proof and argumentation) Assessment Methods in Higher Education Digital tools for Mathematics Education (including STACK and LLMs) Connect with Ben Email: Ben.Davies@soton.ac.uk Collaborating research institutes, centres and groups Language Assessment and Testing Unit (LATU) LATU’s mission is to further innovative language assessment and testing research in a multicultural and multimodal world in the digital age and to promote knowledge exchange and dissemination. Research outputs