Modeling Demographic Change in NYC’s Gifted Education Program Using the Representation Index

This study analyzes demographic representation in New York City’s Gifted and Talented program from 2010 to 2023. We examined participation rates and citywide representation indices, accounting for district differences and temporal trends. Findings reveal persistent disparities, with Black and Hispanic students chronically underrepresented throughout the decade. The COVID-19 period coincided with substantial participation declines in 2020–2021 across all groups. Subsequent policy changes, first replacing test-based admissions with teacher recommendations and later implementing universal screening, were associated with participation gains for underrepresented groups, though statistical significance varied by model specification and district. The low representation indices for Black and Hispanic students highlight how structural barriers, including program availability, community access patterns, and geographic inequities, perpetuate deeply entrenched demographic challenges that have accumulated since the program’s inception.