K-12 Education
A Critical Appraisal of the Evidence on Racial Disproportionality in Special Education
This essay provides a two-pronged critical assessment of a subset of the literature on racial disproportionality in special education: that which aims to estimate racial disparities among otherwise similar children. This body of research has shown that Black students are less likely than… more →
The Sensitivity of Value-Added Estimates to Test Scoring Decisions
Value-Added Models (VAMs) are both common and controversial in education policy and accountability research. While the sensitivity of VAMs to model specification and covariate selection is well documented, the extent to which test scoring methods (e.g., mean scores vs. IRT-based scores) may… more →
From Disruption to Recovery: Charter School Performance During and After the COVID-19 Pandemic
In recent decades, an increasing number of students have pursued alternative educational options, including charter schools, as school choice has continued to expand. This trend was accelerated by the COVID-19 pandemic. While it is well established that students experienced widespread learning… more →
Choosing Schools in Choice Neighborhoods: Impacts of Student Mobility, School Composition, and Case Management on Academic Outcomes
This study examines the academic impacts of the Choice Neighborhoods Initiative (CNI), a federal public housing revitalization program, focusing on how case management, student mobility, and school compositional change intersect to shape outcomes. Using an eight-year student-level panel (2015–… more →
Supportive Teacher Working Conditions as a Tool to Retain Non-Local Teachers in Rural Schools
Rural school administrators prefer hiring homegrown teachers because they are more likely to stay than non-local teachers; however, administrators need to hire non-local candidates to meet their staffing needs. Our examination of rural teachers’ preferences for local was guided by person-… more →
Testing Away from One's Own School: Exam Location and Performance in High-Stakes Exams
High-stakes exams are often administered at designated test centers, requiring many students to test in unfamiliar environments. We investigate whether such arrangements impact students' test performance and, by extension, access to educational opportunities.
Behind the Push for Licensure Reform: How Beliefs About the Teaching Profession Unite and Divide Coalitions
A long history of scholarship on teacher professionalism documents how different narratives about teaching animate education policy and practice. We bridge the Advocacy Coalition Framework with institutional logics to examine how beliefs about teaching unite and divide a state-level coalition… more →
The Extent of Student Mobility Among Vulnerable Groups in California
Nonstructural student mobility—school changes not tied to grade-level promotion—is common and consequential yet remains underexamined in recent research. This paper analyzes the incidence, disparities, and predictors of nonstructural school mobility using longitudinal data from six… more →
The Impact of Increased Exposure of Diversity on Suburban Students’ Outcomes: An Analysis of the METCO Voluntary Desegregation Program
Over sixty years following Brown vs. Board of Education, racial and socioeconomic segregation and lack of equal access to educational opportunities persist. Across the country, voluntary desegregation busing programs aim to ameliorate these imbalances and disparities. A longstanding… more →
The Unintended Cost of Distance Learning: An Analysis of Child Maltreatment
Education personnel play a crucial role in identifying and reporting child maltreatment. However, school closures amid COVID-19 pandemic disrupted this vital reporting system. I causally investigate how remote learning influenced trends in child maltreatment reports and risks, leveraging county-… more →
High Turnover with Low Accountability: Local School Board Elections in 16 States
We analyze the most comprehensive dataset on U.S. school board elections. We find that nearly half of races go uncontested and that incumbents are reelected more than 80 percent of the time when they run. Because many incumbents retire instead of running for another term, however, turnover is… more →
Efficacy of Zearn Math over two years in grades 3 to 5: An experiment in Texas
Zearn Math is a popular software platform for K-8 mathematics learning, designed to enable all students to successfully access grade-level content. RAND researchers collaborated with Zearn, the product’s developer, to design this evaluation. Then RAND conducted the study independently, randomly… more →
Deeper Roots Before the Storm: Utilizing Machine Learning to Alert School Districts of Permanent School Closures
The 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 →
Bridging Literacy Gaps: The Impact of AI-Driven Personalised Learning on Reading Skills and Educational Equity
Persistent literacy skills deficits hinder educational attainment, limit labour market opportunities, and exacerbate socioeconomic inequalities. This paper evaluates the causal effect of an AI-driven Computer-Assisted Learning (CAL) program implemented by the Government of Madrid, which features… more →
The Four Day Gamble: The Quasi-Experimental Effects of Four-Day School Week Adoption on Teacher, Principal, and Paraprofessional Staff Turnover and District Financial Outcomes
Four-day school week (4DSW) adoption is an increasingly popular policy, particularly for rural districts that are seeking to reduce educator turnover and district expenditures. Using a staggered treatment event study design, I am among the first to estimate the quasi-experimental effects of 4DSW… more →
Examining Racial Disparities in School Discipline Throughout the Pandemic
This study explores trends and disparities in school discipline during the COVID-19 pandemic, focusing on the persistence of racial gaps in exclusionary practices. Using student-level data from Arkansas from 2017/18 to 2022/23, we study how disciplinary outcomes relate to student race while… more →
Teaching Practices and the Persistence of School-Entry Age Effects
We consider the effect of teaching practices on the persistence of school-entry age effects caused by rigid cutoff dates for school eligibility in Spain. We document significant school-entry age effects for the same cohort of students when they were in elementary and secondary school. Then, we… more →
The Effects of High School Remediation on Long-Run Educational Attainment
This study examines the effects of remedial courses in high school on postsecondary outcomes using a regression discontinuity design and explores the mechanisms behind these effects. I find that being placed in the remedial schedule and taking an additional remedial course in high school reduces… more →
Using Large Language Models to Analyze Preservice Teacher Feedback and Reflections During Clinical Teaching
Clinical teaching is vital for preservice teacher (PST) development, yet field supervisors’ roles are understudied. This study analyzes over 11,000 supervisor evaluations and PST reflections from a Texas teacher preparation program using large language models to extract measures of feedback… more →
Recent Immigration Raids Increased Student Absences
Local immigration raids expanded dramatically across the U.S. during the first two months of 2025. Anecdotal accounts suggest that these raids increased student absences from schools because parents fear being separated from their children. This study evaluates this claim using a daily times… more →