EdWorkingPapers
The Impact of Additional Funding on Student Outcomes: Evidence from an Urban District Using Weighted Student Funding and Site-based Budgeting
This study uses a concurrent embedded mixed-methods design to assess the impact of additional funding on student outcomes in a large, urban school district in the Southeastern United States. The district implemented student-based budgeting (SBB), which allocates dollars to schools based on student characteristics using a weighted student funding (WSF) formula and provides flexibility to… more →
When Money Matters Most: Unpacking the Effectiveness of School Spending
Targeted school funding is a potentially valuable policy lever to increase educational equality by race, ethnicity, and income, but it remains unclear how to target funds most effectively. We use a regression discontinuity approach to compare districts that narrowly passed or failed a school funding election. We use close tax elections in 9 states to identify effects of operating funds and… more →
Do Mid-Career Teacher Trainees Enter and Persist Like Their Younger Peers?
In the context of an ongoing national conversation about teacher shortages, we build on prior literature on the efficacy of teacher certification pathways by comparing entry and exit patterns based on age at the time of certification. All trainees who complete a state certification process have invested substantial time and resources into entering teaching. Competing employment opportunities… more →
From School to School: Examining the Contours of Switching Schools within the Special Education Teacher Labor Market
The United States is facing growing teacher shortages that may disproportionately affecting schools serving high proportions of students of color, low-income students, and those in rural or urban areas. Special education teachers (SETs) are particularly in demand. Each year, nearly half of all vacancies are filled with teachers switching from one school to another, yet little research has… more →
Spillover Effects of Specialized High Schools
Specialized high schools are an increasingly popular way to prepare young adults for postsecondary experiences and expand school choice. While much literature ex- amines charter school spillover effects and the effects of specialized schools on the students who attend them, little is known about the spillover effects of specialized high schools on traditional public schools (TPS). Using an… more →
The Effects of Response to Intervention on Disability Identification and Achievement
Currently 15 percent of U.S. students receive special education services, a widespread intensive intervention with variable effects on students. Spurred by changes in federal policy, many states and districts have begun adopting the Response to Intervention (RTI) approach to identifying students to receive special education services. RTI seeks to provide a system for targeting interventions to… more →
Should They Pay, or Should I Go? Differential Responses to Base Salary Increases
This study uses administrative data from Oregon to estimate the extent to which base salary increases reduce teacher turnover and to investigate whether these effects are heterogeneous by teacher characteristics. Using multiple sets of fixed effects to isolate plausibly exogenous variation in salaries across experience bands within a district, we find that increases in salary are associated… more →
Does Monitoring Change Teacher Pedagogy and Student Outcomes?
In theory, monitoring can improve employee motivation and effort, particularly in settings lacking measurable outputs, but research assessing monitoring as a motivator is limited to laboratory settings. To address this gap, I leverage exogenous variation in the presence and intensity of teacher monitoring, in the form of unannounced in-class observations as part of D.C. Public Schools’ IMPACT… more →
The Implications of Digital School Quality Information for Neighborhood and School Segregation: Evidence from a Natural Experiment in Los Angeles
A digital information explosion has transformed cities’ residential and educational markets in ways that are still being uncovered. Although urban stratification scholars have increasingly scrutinized whether emerging digital platforms disrupt or reproduce longstanding segregation patterns, direct links between one theoretically important form of digital information– school quality data– and… more →
The Graduation Part II: Graduate Program Graduation Rates
This paper documents several facts about graduate program graduation rates using administrative data covering public and nonprofit graduate students in Texas. Despite conventional wisdom that most graduate students complete their programs, only 58 percent of who started their program in 2004 graduated within 6 years. Between the 2004 and 2013 entering cohorts, graduate student completion rates… more →
Implementation and Impacts of Career-Focused Advising
Recent policies have expanded the availability of career-focused advising in high schools, including for students pursuing career and technical education (CTE) courses of study who might not have been adequately served by traditional college-focused advising. However, there is limited research on the effects of these policies. This study examines the implementation and impacts of career-… more →
Can States Sustain and Replicate School District Improvement? Evidence from Massachusetts
Limited scholarship examines 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 school 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… more →
Priceless Benefits: Effects of School Spending on Child Mortality
The academic and economic benefits of school spending are well-established, but focusing on these outcomes may underestimate the full social benefits of school spending. Recent increases in U.S. child mortality are driven by injuries and raise questions about what types of social investments could reduce child deaths. We use close school district tax elections and negative binomial regression… more →
The Peer Effect of Persistence on Student Achievement
Little is known about the impact of peer personality on human capital formation. The paper studies the impact of peers’ persistence, a personality trait reflecting perseverance in the face of challenges and setbacks, on student achievement. Exploiting student-classroom random assignments in middle schools in China, I find that having more persistent peers improves student achievement. I identify… more →
Impact of States' Adoption of Response to Interventions (RTI) on the Identification and Placement of Students in Special Education
This study investigates the impact of states' adoption of Response to Interventions (RTI) on the identification and placement of students in special education. RTI, adopted by the reauthorization of the Individuals with Disabilities Education Act in 2004, is designed to improve the identification and support of children with learning disabilities within inclusive educational settings. Using… more →
Failing to Learn from Failure: The Facade of Online Credit Recovery Assessments
Online credit recovery (OCR) courses are the most common means through which students retake courses required for high school graduation. Yet a growing body of research has raised concerns regarding student learning in these courses, with low quality assessments posited as one contributing factor. To address this concern, we reviewed every assessment item from a widely used OCR Algebra 1… more →
Experimental Estimates of College Coaching on Postsecondary Re-enrollment
College attendance has increased significantly over the last few decades, but dropout rates remain high, with fewer than half of all adults ultimately obtaining a postsecondary credential. This project investigates whether one-on-one college coaching improves college attendance and completion outcomes for former low- and middle-income income state aid recipients who attended college but left… more →
Some Promises are Worth More than Others: How “Free Community College” Programs impact Postsecondary Participation, Destinations, and Degree Completion
“Free college” programs are widespread in American higher education. They are discussed as addressing college access, affordability, inequality, and skills shortages. Many are last-dollar tuition guarantees restricted to use at single community colleges. Using student-level data spanning the transition to college, we investigate how two similar local community college tuition guarantees in… more →
(Dis)connection at Work: Racial Isolation, Teachers’ Job Experiences, and Teacher Turnover
Teachers of color often work in schools with few colleagues from the same racial or ethnic background. This racial isolation may affect their work experiences and important job outcomes, including retention. Using longitudinal administrative and survey data, we investigate the degree to which Tennessee teachers who are more racially isolated are more likely to turn over. Accounting for other… more →
College Students and Career Aspirations: Nudging Student Interest in Teaching
We survey undergraduate students at a large public university to understand the pecuniary and non-pecuniary factors driving their college major and career decisions with a focus on K-12 teaching. While the average student reports there is a 6% chance they will pursue teaching, almost 27% report a nonzero chance of working as a teacher in the future. Students, relative to existing statistics,… more →
How do hybrid school leaders measure program success? Experimental evidence from a national sample of hybrid schools
Hybrid school enrollments are trending up and many parents express a diverse range of reasons for enrolling their children in hybrid schools. Yet little is known about the pedagogical goals pursued by hybrid schools. We aim to help close this gap in the literature with a stated preferences experiment of hybrid school leaders’ perceptions of program success. Sixty-three school leaders… more →
The Causal Effect of Parenting Style on Early Child Development
This paper presents causal evidence on the impact of parenting practices on early child development. We exploit exogenous changes in nurturing care induced by a parent training intervention to estimate the impact of nurturing parenting practices on child outcomes. We find a large and significant impact measured at age two; in contrast, at age four nurturing care has only a modest, and… more →
The Role of Education-Industry Match in College Earnings Premia
There is substantial variation in the returns to a college degree. One determinant is whether a worker’s employment is “matched” with their education. With a novel education-industry crosswalk and panel data on 295,000 graduates, we provide the first estimates of an education-industry match premium leveraging within-person variation in earnings. We document which majors have the most and least… more →
A Matter of Time? Measuring Effects of Public Schooling Expansions on Families’ Constraints
As women increasingly entered the labor force throughout the late 20th century, the challenges of balancing work and family came to the forefront. We leverage pronounced changes in the availability of public schooling for young children—through duration expansions to the kindergarten day—to better understand mothers’ and families’ constraints. We first show that mothers of children in full-day… more →
Understanding Individualized Education Program (IEP) Goals at Scale
Students with disabilities represent 15% of U.S. public school students. Individualized Education Programs (IEPs) inform how students with disabilities experience education. Very little is known about the aspects of IEPs as they are historically paper-based forms. In this study, we develop a coding taxonomy to categorize IEP goals into 10 subjects and 40 skills. We apply the taxonomy to… more →
Kumon In: The Recent, Rapid Rise of Private Tutoring Centers
The increasing prevalence of private tutoring has received minimal scholarly attention in the United States. We use over 25 years of geocoded data on the universe of U.S. private tutoring centers to estimate the size and growth of this industry and to identify predictors of tutoring center locations. We document four important facts. First, from 1997 to 2022, the number of private tutoring… more →
Local Licensure and Teacher Shortage: Policy Analysis and Implications
We use frame analysis to analyze the first iteration of the Texas District of Innovation policy, which allows districts to take exemption from state education requirements mandating the hiring of a state certified teacher. We analyzed 451 district policies and find the plans use very similar, and sometimes identical, language to frame both the problem of teacher shortage and their proposed… more →
The Role of Emergency Financial Relief Funding in Improving Low-Income Students’ Academic and Financial Outcomes Across Demographic Characteristics
This quasi-experimental study examined the effectiveness of a one-time emergency financial relief program among Pell Grant eligible undergraduate students in Spring 2015 pursuing their first bachelor’s degree across academic and financial outcomes. The academic outcomes included retention to the next semester, degree completion, attempted credit hours, and grade point average. The financial… more →
Democratic Policymaking in Schools: The Influence of Teacher Empowerment on Student Achievement
Despite the popularity of teacher leadership since the 1980s, little research examines its effects on student achievement. In this paper, I assess the influence of the New York City Department of Education’s Teacher Career Pathways program, a teacher leadership initiative, on student achievement in grades three through eight. Using difference-in-difference approaches, including new event study… more →
Instability in Foster Care: How Transitions Into and Out of Foster Care Relate to School Discipline
Students in the foster care system tend to have lower educational outcomes than their peers, including more frequent disciplinary events. However, few studies have explored how transitions into and out of foster care placements are associated with educational outcomes. Using longitudinal data from four California school districts, this study investigated the dynamics of entering versus exiting… more →
How Powerful Are Promises? A Systematic Review of the Causal Mechanisms and Outcomes of "Free College" Programs in the United States
“Free college” (sometimes called Promise) programs are common in U.S. higher education. Reviewing 88 studies of 25 state and local programs, I provide a nuanced picture of the mechanisms through which these programs may work and their likely effects on students, communities, and colleges. Some commonly-claimed mechanisms for these effects—e.g., improving secondary school environments or… more →
Is Authorized Capacity a Good Measure of Child Care Providers’ Current Capacity? New evidence from Virginia
Demand for child care in the United States outpaces supply. Understanding access issues is critical for addressing them and supporting children, families, and the economy. However, the most widely available proxy for child care supply—authorized capacity—likely overestimates care availability. Authorized capacity represents the maximum children a provider can legally serve based on safety… more →
Embedded Tutoring in California Community Colleges: Perspectives from the Field on a Promising Practice
Drawing on qualitative data collected in a sample of colleges as part of a larger study on the implementation and impact of Assembly Bill 705 in California, this paper explores the rollout of corequisite reforms, focusing on the use of embedded tutors in introductory math and English courses as a strategy to meet to the needs of students. This paper highlights promising practices identified… more →
What is a college “Promise” program? The creation and transformation of a concept, 2005-2022
Promise programs are discussed as a policy movement that began with the 2005 launch of the Kalamazoo Promise. Since then, programs bearing the Promise label or sharing similar features have spread across the higher educational landscape, appearing in most states and across postsecondary sectors. Simultaneously, scholarly literature discussing these programs has burgeoned. And yet, scholars and… more →
Pushing College Advising Forward: Experimental Evidence on Intensive Advising and College Success
While Hispanic students represent the fasting-growing segment of the American school-age population, substantial gaps exist in college enrollment and Bachelor’s attainment between Hispanic and White and Asian students. Numerous factors contribute to these disparities and disproportionally affect Hispanic youth. In this paper, we contribute evidence on the impact of an intensive college… more →
Exploring the Relationship Between Test-Optional Admissions and Selectivity and Enrollment Outcomes During the Pandemic
Most selective colleges implemented test-optional admissions during the pandemic, making college entrance exam scores optional for applicants. We draw on descriptive, two-way fixed effects, and event study methods to examine variation in test-optional implementation during the pandemic and how implementation relates to selectivity and enrollment. For “test-optional” colleges during the… more →
Loss of Schooling from Tropical Cyclones: Evidence from 13 Low- and Middle-income Countries
Increasing educational attainment is one of the most important and effective tools for health and economic improvements. The extent to which extreme climate events disrupt education, resulting in fewer years of schooling and reduced educational attainment, remains under-studied. Children in low- and middle-income countries may be uniquely vulnerable to loss of schooling after such disasters… more →
Beyond the silver bullet: Unveiling multiple pathways to school turnaround
Research on school improvement has accumulated an extensive list of factors that facilitate turnarounds at underperforming schools. Given that contextual or resource constraints may limit the possibilities of putting all of these factors in place, an important question is what is necessary and sufficient to turn a school around. We use a qualitative comparative analysis (QCA) of 77 Swedish… more →
The Returns to Experience for School Principals
Despite increasing recognition of the importance of high-quality school leadership, we know remarkably little about principal skill development. Using administrative data from Tennessee, Oregon, and New York City, we estimate the returns to principal experience as measured by student outcomes, teacher hiring and retention patterns, and teacher and supervisor ratings of principals. The typical… more →
Answering the call: How changes to the salience of job characteristics affects college students’ decisions
College students make job decisions without complete information. As a result, they may rely on misleading heuristics (“interesting jobs pay badly”) and pursue options misaligned with their goals. We test whether highlighting job characteristics changes decision making. We find increasing the salience of a job’s monetary benefits increases the likelihood college students apply by 196%. In… more →
Pathways into the CTE Teaching Profession: A Descriptive Analysis of Degrees, Licenses, and Race in Maryland
Despite substantial interest in Career and Technical Education (CTE) courses in U.S. high schools—and associated scholarship on this topic—very little is known about characteristics of CTE teachers who are a critical resource for program implementation and expansion. Using eight years of statewide data from Maryland, we document key facts about the CTE teacher workforce and pathways into the… more →
The Effect of Student-Tutor Ratios: Experimental Evidence from a Pilot Online Math Tutoring Program
Budget constraints and limited supplies of local tutors have caused many K-12 school districts to pivot from individual tutoring in-person toward small-group tutoring online to expand access to personalized instruction. We conduct a field experiment to explore the effect of increasing student-tutor ratios on middle school students’ math achievement and growth during an online tutoring program… more →
Student-to-School Counselor Ratios: Understanding the History and Ethics behind Professional Staffing Recommendations and Realities in the United States
This manuscript explores the argument for lower student-to-school counselor ratios in U.S. public education. Drawing upon a comprehensive historical review and existing research, we establish the integral role of school counselors and the notable benefits of reduced student-tocounselor ratios. Our analysis of national data exposes marked disparities across states and districts, with the most… more →
Do later school start times improve adolescents’ sleep and substance use? A quasi-experimental study
A later school start time policy has been recommended as a solution to adolescents’ sleep deprivation. We estimated the impacts of later school start times on adolescents’ sleep and substance use by leveraging a quasi-experiment in which school start time was delayed in some regions in South Korea. A later school start time policy was implemented in 2014 and 2015, which delayed school start… more →
Teacher Salary Raises and Turnover: Evidence from the First Year of the Arkansas LEARNS Act
Attracting and retaining high-quality teachers is a pressing policy concern. Increasing teacher salaries and creating more attractive compensation packages are often proposed as a potential solution. Signed into law in March 2023, the LEARNS Act increased Arkansas's minimum teacher salary from $36,000 to $50,000, guaranteed all teachers a minimum raise of $2,000, and added flexibility allowing… more →
Experimental Evidence of the Impact of Re-Enrollment Campaigns on Long-Term Academic Outcomes
Most students who begin at a community college do not complete their desired credential. Many former students fail to graduate due to various barriers rather than their academic performance. To encourage previously successful non-completers to re-enroll and eventually graduate, a growing number of community colleges have implemented re-enrollment campaigns focused on former students who have… more →
Teacher Retention and Quality in the Four-Day School Week
The four-day school week is a school calendar that has become increasingly common following the COVID-19 pandemic. Proponents of the calendar often claim that offering teachers a regular 3-day weekend will help schools better retain existing teachers and recruit new teachers to their district without incurring additional costs due to higher salaries or other pecuniary benefits. However, there… more →
Staffing Interventions to Support Students Experiencing Homelessness: Evidence from New York City
There is limited empirical evidence about educational interventions for students experiencing homelessness, who experience distinct disadvantages compared to their low-income peers. We explore how two school staffing interventions in New York City shaped the attendance outcomes of students experiencing homelessness using administrative records from 2013-2022 and a difference-in-differences… more →
Paying for School Finance Reforms: How States Raise Revenues to Fund Increases in Elementary-Secondary Education Expenditures
This study investigates how individual states raise revenue to pay for elementary-secondary education spending following school finance reforms (SFRs). We identify states that increased and sustained education expenditures after reform, search for legislative statutes that appropriated more education spending, and assess how policymakers funded the SFRs. Our results show that state… more →
How Teachers Learn Racial Competency: The Role of Peers and Contexts
This paper investigates how teachers learn about race in the school context, with a particular focus on teachers’ development of racial competency. Using in-depth, semi-structured interviews we find that teachers learn through three sources: from their peers, from years of experience, and from teacher preparation and in-service experiences. Furthermore, we find that learning occurs both… more →