Search and Filter
Michael L. Chrzan
The Language of Closure: Examining Racial Differences in How A Community Discusses School Closure Metrics
Topics: Policy, Politics, and GovernanceSchool closures in urban districts disproportionately affect marginalized communities, yet community input often goes unanalyzed or is reduced to simple frequency counts. This study applies BERTopic, a neural topic modeling approach, to analyze 4,159 suggestions from 2,006 community members… more →
Deeper Roots Before the Storm: Utilizing Machine Learning to Alert School Districts of Permanent School Closures
Topics: Policy, Politics, and GovernanceThe increasing rate of permanent school closures in U.S. public school districts presents unprecedented challenges for administrators and communities alike. This study develops an early-warning indicator model to predict mass closure events - defined as a district closing at least 10% of its… more →