ORCIDAI-Powered Psychometrics · Network Science · Educational Measurement
I am a tenure-track Assistant Professor of Educational Statistics and Research Methods at the University of Arkansas and a faculty affiliate with the Center for Public Health & Technology Research. My current research develops AI-powered and model-based psychometric methods for assessment, diagnosis, and social-science research, with applications in education, health, and behavioral data.
01
AI-Powered Psychometric Assessment
LLM-agent frameworks for automated psychometric diagnosis, Q-matrix construction, item and content analysis, and interview-informed modeling of survey responses.
02
Network Psychometrics & Behavioral Dynamics
Scoring, reliability, and longitudinal network methods for eating disorders, mindfulness EEG, physical literacy, youth development, and other complex behavioral systems.
03
Statistical Modeling & Educational Measurement
Bayesian diagnostic classification, posterior predictive model checking, IRT and latent variable models, process data analysis, and reproducible computational tools.