EdWorkingPapers
Cosmetology Gets a Trim: The Impact of Reducing Licensing Hours on Colleges and Students
In the United States, licenses are required for entry into many different occupations. Requirements vary by state and occupation, but many licenses require a minimum number of training or instructional hours. We consider the impact of these hours requirements on students and postsecondary institutions, with a particular focus on cosmetology (also known as hairstyling or beauty). Cosmetology… 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 series of school absences spanning the current and two prior school years from five school districts… more →
Making the Grade: Accounting for Course Selection in High School Transcripts with Item Response Theory
We apply Item Response Theory (IRT) to high-school transcript data, treating courses as items and grades as ordered responses, to estimate student transcript strength (θ̂) and course difficulty on a common scale. IRT estimation orders courses plausibly by difficulty, differentiates students with identical GPAs, correlates strongly with SAT scores, and demonstrates more than twice the SAT’s power… more →
Closing gaps for racial minorities and immigrants through school-to-work linkages and occupational match
This study investigates the role of college major choices in labor market outcomes, with a focus on racial minorities and immigrants. Drawing upon research on school-to-work linkages, we examine two measures, linkage – the connection between college majors and specific occupations in the labor market – and match – the alignment of workers’ occupations with their college majors. Analyzing data… more →
Can States Sustain and Replicate School District Improvement? Evidence from Massachusetts
Limited scholarship examines school districtwide turnaround reforms beyond the first few years of implementation or efforts to replicate successes in new contexts. We study Massachusetts, home to a state takeover of the Lawrence district that led to academic gains in early reform years, and where state leaders attempted to replicate this success in three additional communities. We use statewide… 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. Using unique administrative data from China’s national college entrance examination between 2016 and 2018 and its random assignment of test… 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 demographically diverse California school districts, with attention to pre- and post-COVID-19 trends and differences… more →
Impacts of Michigan Transitional Kindergarten Through Third Grade
Transitional Kindergarten (TK) is a relatively new model of early childhood education, with little evidence on whether and how it affects children’s development. This study provides new evidence using data from Michigan, which has the nation’s second-largest TK program. Using survey data (N=171) from administrators in 2021-2022, the paper documents several program features that distinguish TK… more →
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 pursuing teacher licensure policy reform and manifest in the policymaking process. Drawing on qualitative… 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 Massachusetts program, METCO, buses K-12 students of color from Boston and Springfield, Massachusetts to 37… 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 assigning 64 schools in an urban Texas district to either supplement classroom instruction with Zearn… 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-level variations in remote learning instructional weeks in the United States during the 2020-21 school… 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 high (with 53 percent of incumbents replaced in a typical election cycle). School board turnover is also… more →
Portraying Governance: Demographic Misalignment in University Board Representation
Higher education governing boards are important bodies with far-reaching powers over the institutions they oversee. Yet little is known about individual board members, how the composition of boards varies across institutions, or whether boards are at all representative of their institutional populations. In this paper, I introduce a novel dataset that includes individual-level details about… 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 schools - five years in advance. Leveraging administrative data from the National Center for Education… 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 the likelihood of attaining a 2- or 4-year college degree by 20 percent. The findings also suggest… 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 quality and content. Supervisor feedback often lacks key quality indicators: less than half of evaluations… more →
What can we learn from the research on public school reopening decisions in the United States during the COVID-19 pandemic?
Background: After the near-universal school closures in the United States at the start of the pandemic, lawmakers and educational leaders made plans for when and how to reopen schools for the 2020-21 school year. As school reopening plans and data sets aggregating reopening statuses became available, researchers moved quickly to assess how a range of public health, political, and demographic… more →
The Politics of Commencement Speakers: Organizational Contexts of Speech on College Campuses, 1989–2024
Conflicts over the politics of speech have been a persistent challenge in U.S. higher education. Public narratives portray universities as antagonistic toward conservative speakers, yet empirical evidence remains limited. To address this gap, we analyze the political orientations of 1,875 commencement speakers at 52 universities between 1989 and 2024. Findings indicate a rise in liberal speakers… 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 personalised, adaptive content and real-time feedback on students’ literacy proficiency. We leverage… 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 adoption on teacher, principal, and paraprofessional staff turnover. Further, I provide a valuable… more →
Peer Effects of International Students in U.S. Higher Education
This study addresses an underexplored aspect of diversity at four-year research universities: the impact of international students on their domestic peers. I explore the peer effects of international students, assessing how their presence influences domestic students' academic outcomes. Using the classroom setting as a natural experimental framework, I estimate the impact of exposure to… more →
Puzzling Over Declining Academic Achievement
Many are concerned about the large decline in K-12 student achievement since 2019. And rightly so, given what it signals about student learning and later life outcomes. Less noted is the pre-pandemic sustained decline in student achievement growth that followed 30 years of increases. We examine the nature of achievement decline as measured by national and state NAEP scores to better understand… more →
The Impact of School District Turnaround on Postsecondary Outcomes: Evidence from Lawrence, Massachusetts
Limited research examines the impact of accountability interventions on outcomes beyond test-based measures of short-term academic achievement. We examine the effects of the 2012 state takeover and districtwide turnaround of Massachusetts’ Lawrence Public Schools—a district serving a majority-low-income, majority-Hispanic student population—on high school and postsecondary outcomes using… more →
College as a Marriage Market
College graduates tend to marry each other. We use detailed Norwegian data to show that strong assortativity further arises by institution and field of study, especially among high earners from elite programs. Admission discontinuities reveal that enrollment itself, rather than selection, primarily drives matching by institution and field among the college-educated, and that these matches can be… more →
The Prevalence of LGBTQ+ Teachers in the U.S.
Due to limited data, we know little about the prevalence of lesbian, gay, bisexual, transgender, and queer (LGBTQ+) educators. Using the American Community Survey and Census Pulse, we examine the representation of LGBTQ+ individuals in PK-12 teaching. We find that 3.3-3.5 percent of LGBTQ+ individuals are teachers; in contrast, 4.4-4.9 percent of non-LGBTQ+ individuals are teachers. This new… more →
McCleary at Twelve: Examining Policy Designs Following Court-Mandated School Finance Reform in Washington State
All fifty U.S. state constitutions include language that guarantees residents’ access to a free public education. Plaintiffs in all but two states have brought litigation challenging state school finance systems, and in over half the cases, judges ruled the systems unconstitutional and mandated state legislators to provide more equitable and adequate funding. In 2012, state supreme court judges… more →
Impacts of Oversubscribed Boston Pre-K Programs through Middle School
In this pre-registered study, we explored the impacts of Boston Pre-K on children’s educational trajectories, school progress/engagement, and academic achievement in late elementary and middle school using lotteries for oversubscribed schools in 2007-2011 (N=3,092 students; 24% of all applicants). Importantly, the program was unique nationally in its strong supports for teachers and in its use of… more →
From Sentence-Corrections to Deeper Dialogue: Qualitative Insights from LLM and Teacher Feedback on Student Writing
Effective writing feedback is a powerful tool for enhancing student learning, encouraging revision, and increasing motivation and agency. Yet, teachers face many challenges that prevent them from consistently providing effective writing feedback. Recent advances in generative artificial intelligence (AI) have led educators and researchers to experiment with AI tools powered by large language… more →
New Places, New Players, a New Politics of Education
In the last decade, many political conflicts over K-12 education in the United States have increasingly divided along party lines. While it may seem like this development represents a sudden and surprising departure from a long-standing tradition of bipartisanship, I argue that the politics of education has been gradually growing more exposed to partisan conflict over a much longer period of time… more →
Disentangle the Curriculum and Structural Effects of Math Pathway Reforms: Evidence from Maryland Community College System
This study evaluates the impact of Maryland's Mathematics Reform Initiative (MMRI), which sought to improve student success in developmental and college-level math through comprehensive curriculum and structural reforms. Launched in 2015, the MMRI developed and implemented non-algebra math pathways tailored to students’ chosen program of study. Using administrative data of Maryland community… more →
The Impacts of Grade Retention Policy With Minimal Retention
State laws that mandate in-grade retention for struggling readers are widespread in the U.S., covering 34% of public-school third graders in 2023-24. This study investigates the impacts of Michigan’s third-grade reading law on subsequent test scores and school progress outcomes for the 2020-21 and 2021-22 third-grade cohorts. Using a regression discontinuity (RD) design, we find that being… more →
A Meta-Analysis of the Experimental Evidence Linking Mathematics and Science Professional Development Interventions to Teacher Knowledge, Classroom Instruction, and Student Achievement
Despite evidence that teacher professional development interventions in mathematics and science can increase student achievement, our understanding of the mechanisms by which this occurs – particularly how these interventions affect teachers themselves, and the extent to which teacherlevel changes predict student learning – remains limited. The current meta-analysis synthesizes 46 experimental… more →
Lifting Up Attendance in Rural Districts: A Multi-Site Trial of a Personalized Messaging Campaign
Student absenteeism has remained high following the COVID-19 pandemic and districts need low-cost strategies to improve attendance. In 2020-21, the National Center for Rural Education Research Networks piloted a promising personalized messaging intervention in 8 rural districts in New York and Ohio. We worked with a student information system provider to replicate the intervention in a randomized… more →
School Choice and Household Participation in School District Politics
We examine whether policies that enable families to opt out of locally provided public services are associated with reduced political participation. Our study is focused on two types of school choice policy in Michigan: inter-district choice and charter schools. Do parents who send their children to schools of choice or charter schools vote at lower or higher rates than those who use their… more →
From Population Growth to Demographic Scarcity: Emerging Challenges to Global Primary Education Provision in the Twenty-first Century
Demographic pressures are reshaping the challenges faced by primary education systems around the world in ways that carry significant implications for the landscape of global educational inequality. We first demonstrate highly disequalizing demographic pressures on the world's educational systems today: persistent expansionary pressures burden some of the world's least-resourced educational… more →
Going the Distance or Growing More Remote? The Academic Impacts of Course Modality following Pandemic-Era Investments
Since the COVID-19 pandemic, distance education has rapidly expanded, transforming the landscape of community colleges. This paper explores how different online learning modalities impact student success in the Los Angeles Community College District (LACCD), one of the largest and most diverse systems in the United States. With the purpose of providing actionable insights to community college… more →
Searching for the Queen’s Gambit: An Exploratory Analysis of Male-Female Ratings Gaps in U.S. Chess
We examine the origin and evolution of male-female rating gaps for young chess players using two decades of data from the U.S. Chess Federation, the national chess association that tracks competitive tournament play and provides ratings for U.S. chess players. An important feature of our research is that we examine male-female gaps across a broad range of chess ratings, from novice to expert. We… more →
Bring in the Subs: A Mixed-Method Investigation of the Substitute Teacher Labor Market in Michigan
Substitute teachers play a crucial role in how schools can function, yet little research has focused on understanding the contours of the substitute labor market. This paper uses a mixed method approach, including a survey of a random sample of the population of substitute teachers, state administrative data, and interviews with district administrators and substitute teachers in Michigan to… more →
Costly Withdrawals Reduce Future College-Going for Low-Income Students: Evidence from Return of Title IV Funds
Governments must strike a balance between promoting access to financial aid while at the same time remaining good stewards of taxpayer funds by preventing fraudulent access. This paper focuses on one of the largest-scale and most consequential policies determining whether students maintain access to Title IV aid, the “Return of Title IV” funds policy, referred to as R2T4. Students receiving Title… more →
Understanding and Meeting the Needs of Part-time Community College Students: A Mixed Methods Analysis of Community College Administrator Perspectives and State-Wide Administrative Data
While most community college students enroll part-time, there is little evidence on how to effectively improve college attainment of part-time students. This mixed methods study, situated in Texas, addresses this research gap by developing a more complete understanding of the part-time student population, their challenges and needs, as well as the types of interventions and programs that might… more →
Experimental Evidence on the Impact of Tutoring Format and Tutors: Findings from an Early Literacy Tutoring Program
This study presents the first within-program, within-tutor experimental evidence comparing the impact of in-person versus remote tutoring. Based on results from an early literacy tutoring initiative delivered by university students over Summer 2023, we find no statistically significant differences in students’ literacy outcomes by instructional modality. However, students receiving in-person… more →
Expanding Access to Highly Effective Educators for All Students: A Review of Recent Evidence
We have long known that some teachers are much more effective than others. Highly effective teachers and their students thrive in ways that have been hard to replicate on a large and consistent scale. In this paper, we read across studies to identify actionable lessons about what it will take to staff all schools with highly effective educators and to surface directions that are particularly… more →
Weighing Risks: How Families of Disabled Children Made School Choices During the Pandemic
In this paper, we show how positionality shapes caregivers’ decisions about children’s schooling, by expanding on research on Black families’ educational decision-making (Cooper, 2025; Posey-Maddox et al., 2021) to examine the positions from which families of disabled and multiply-marginalized children make educational choices. The families of disabled children in our sample made holistic,… more →
What are Promises Made of? The Design of Local College Affordability Programs
U.S. postsecondary education is populated by hundreds of state and local affordability initiatives sometimes referred to as “Promise programs”, many of which claim to make college free or tuition-free. These programs vary tremendously in terms of what they provide, where they can be used, and who is eligible for them. But we know little about the details of their structuring, or about the… more →
Disparate Teacher Effects, Comparative Advantage, and Match Quality
Does student-teacher match quality exist? While prior research documents disparities in teachers' impacts across student types, it has not distinguished between sorting and causal effects as the drivers of these disparities. I develop a flexible disparate value-added model (DVA) and introduce a novel measure of teacher quality–revealed comparative advantage (CA)–that captures the degree to which… more →
Unveiling Racism: A Systematic Review of Survey Measures of Racism in Education
Education policy research aimed at eliminating racism necessitates methodological innovation that fosters both equity-centered approaches and robust empirical analysis of the systemic nature of racism. Most quantitative research in educational psychology omits the racist environment that students in K-12 education exist in (DeCuir-Gunby & Schutz, 2014; Strunk & Andrzejewski, 2023).… more →
Buying time: Financial aid allows college students to work less while enrolled
Many empirical studies have found that financial aid improves college attainment. Few have been able to test why. This study used administrative records of employment and earnings to get a more complete picture of students’ finances during college and test one potential mechanism: financial aid buys students time by allowing them to work less in off-campus jobs. We studied recipients of New… more →
Closing the Gender Gap in STEM: Role of Performance Feedback and Advice
The gender gap in STEM careers is shaped in part by educational choices. This study investigates two interventions—absolute performance feedback and personalized advice— aiming at narrowing the gender disparities in investments in math skills. Using an online lab experiment, participants chose between a math or verbal task after receiving one of three treatments: performance feedback on prior… more →
Scaffolding Middle-School Mathematics Curricula With Large Language Models
Despite well-designed curriculum materials, teachers often face challenges implementing them due to diverse classroom needs. This paper investigates whether large language models (LLMs) can support middle school math teachers by helping create highquality curriculum scaffolds, which we define as the adaptations and supplements teachers employ to ensure all students can access and engage with the… more →