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Michael Chrzan’s research interests lie at the intersection of education, data science, and equity. He is passionate about leveraging machine learning, causal inference, and natural language processing to solve urgent challenges in K–12 education. His work focuses on the ethical and effective application of AI to promote educational equity, particularly in areas such as scenario modeling for school closures, predictive analytics, and developing tools for use by schools and policymakers. Michael’s projects include analyzing large-scale educational datasets, developing algorithms for decision support, and using quantitative and qualitative methods to unpack the impacts of policy and practice on student outcomes. He is also drawn to exploring how community feedback, parental beliefs, and systemic inequities inform educational reform, striving to ensure that data-driven innovations are driven by those they most effect.
Examining relationships between teachers' beliefs, knowledge, and dispositions and their instructional practices; measuring teachers' implicit perceptions of classroom interactions; mapping adolescents' mathematics identity development
Equity-focused K-12 education policy; policy implementation; politics of education; organizational theory; instructional policy; education reform; culturally responsive teaching; leadership; equity and justice
Using art to understand and challenge stereotypes, facilitating critical conversations through artmaking, facilitating the creative process in K12 settings, empowering student choice and voice in the art room, advocating for social change through art
Latine family math environment, early mathematics skills, Latine family-school interactions, dual language learners school readiness skills, cultural and linguistic relevant measures
reading, early intervention, intensive intervention, culturally and linguistically diverse students, emergent bilinguals, implementation science, learning disabilities, professional development, multitiered systems of support (MTSS), equity
Implementation & fidelity of evidence-based practices for students with disabilities by professionals in schools, secondary & transition programming, person-centered planning, supporting persons with disabilities in their communities including people with challenging behaviors and severe reputations.