Publications
Modeling Demographic Change in NYC's Gifted Education Program Using the Representation Index
Gifted Child Quarterly.
Longitudinal Effects of NYC's Gifted and Talented Program: Evidence from a Staggered Difference-in-Differences Approach
Educational Evaluation and Policy Analysis.
Redefining Populations of Inference for Generalizations from Small Studies
Journal of Research on Educational Effectiveness, 18(1), 185-225. (2025)
Exploring the Impact of New York City's Gifted and Talented Program: A Matched Comparison Study
AERA Open, 10. (2024)
Under Review
The Geography of Gifted Education: Exploring School and Neighborhood Predictors of Access to Gifted & Talented Programs in New York City
Under review, Educational Evaluation and Policy Analysis. (2026)
The Energy Distance Between Covariate Distributions and Assessments of Generalizability
Revise and resubmit, Journal of Research on Educational Effectiveness. (2026)
Shared Buildings, Separate Systems: Second-Generation Segregation in New York City's Separate Special Education Schools
Under review, Socius: Sociological Research for a Dynamic World. (2026)
Beyond Placement: School Building Configurations and the Distribution of Special Education in New York City
Under review, AERA Open. (2026)
Working Papers
A Staggered Difference-in-Differences Analysis of School Achievement and Performance after Gifted and Talented Adoption
Manuscript in preparation for American Educational Research Journal. (2026)
Estimating Heterogeneous Treatment Effects of the Gifted and Talented Program Using Bayesian Additive Regression Trees
Neighborhoods as a Level: A Framework for Urban School Research
(2026)
Designing longitudinal quasi-experimental studies using staggered DID: Estimator selection, software implementation, and sample size planning
(2026a)
Difference-in-differences under conditional parallel trends with time-invariant covariates: Methods, implementation, and power analysis
(2026b)