EdWorkingPapers

The Effects of Early College Opportunities on English Learners

English Learners (ELs) lag behind their peers in postsecondary attainment. As the EL population in the U.S. continues to grow, so does concern over their underrepresentation in higher education. Research shows that Early College High Schools have a significant impact on high school and college outcomes for students from low income and racial/ethnic minority backgrounds, but how similar… more →

Catching up or Falling Behind: Measuring Middle School Achievement Trajectories for College Readiness

This study presents a framework that uses academic trajectories in the middle grades for identifying students in need of intervention and providing targeted support. We apply a set of academic college readiness benchmarks to rich longitudinal data for more than 360,000 students in 5900 schools across 49 states and the District of Columbia. In both math and reading, each student was assessed up… more →

Teacher Evaluation, Ambitious Mathematics Instruction, and Mathematical Knowledge for Teaching: Evidence from Early Career Teachers

While teacher evaluation policies have been central to efforts to enhance teaching quality over the past decade, little is known about how teachers change their instructional practices in response to such policies. To address this question, this paper drew on classroom observation and survey data to examine how early career teachers’ (ECTs’) perceptions of pressure associated with teacher… more →

O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries

Family and social networks are widely believed to influence important life decisions but identifying their causal effects is notoriously difficult. Using admissions thresholds that directly affect older but not younger siblings’ college options, we present evidence from the United States, Chile, Sweden and Croatia that older siblings’ college and major choices can significantly influence their… more →

Projecting the potential impacts of COVID-19 school closures on academic achievement

With 55 million students in the United States out of school due to the COVID-19 pandemic, education systems are scrambling to meet the needs of schools and families, including planning how best to approach instruction in the fall given students may be farther behind than in a typical year. Yet, education leaders have little data on how much learning has been… more →

Interpreting Effect Sizes of Education Interventions

Researchers commonly interpret effect sizes by applying benchmarks proposed by Cohen over a half century ago. However, effects that are small by Cohen’s standards are large relative to the impacts of most field-based interventions. These benchmarks also fail to consider important differences in study features, program costs, and scalability. In this paper, I present five broad guidelines for… more →

Decreasing Time to Baccalaureate Degree in the United States

After increasing in the 1970s and 1980s, time to bachelor’s degree has declined since the 1990s. We document this fact using data from three nationally representative surveys. We show that this pattern is occurring across school types and for all student types. Using administrative student records from 11 large universities, we confirm the finding and show that it is robust to alternative… more →

School Segregation At The Classroom Level In A Southern 'New Destination' State

Using detailed administrative data for public schools, we document racial and ethnic segregation at the classroom level in North Carolina, a state that has experienced a sharp increase in Hispanic enrollment. We decompose classroom-level segregation in counties into within-school and between-school components. We find that the within-school component accounted for a sizable share of total… more →

Pre-Service Teacher Quality and Workforce Entry

Using rich longitudinal data from one of the largest teacher education programs in Texas, we examine the measurement of pre-service teacher (PST) quality and its relationship with entry into the K–12 public school teacher workforce. Drawing on rubric-based observations of PSTs during clinical teaching, we find that little of the variation in observation scores is attributable to actual… more →

The effects of English language development curriculum materials on students’ English proficiency

Castañeda v. Pickard (1981) mandated that educational programs for emergent bilinguals be tested for program efficacy. Since English language development (ELD) curricular materials are one part of an instructional program, we assess this mandate by examining the effectiveness of ELD materials in Texas. Using local linear matching, we find that schools that do not purchase any ELD curricula… more →

Experimentally Estimated Impacts of School Vouchers on Educational Attainments of Moderately and Severely Disadvantaged Students

Although qualitative research suggests that school choice and other interventions are more beneficial for moderately disadvantaged than severely deprived students, the subject has barely been explored by quantitative studies with either observational or experimental designs.  We estimate experimentally the impact of a voucher offer on college attainment of poor minority students by… more →

Targeted Interventions in High School: Preparing Students for College

This study adds to the currently limited evidence base on the efficacy of interventions targeting non-college-ready high school students by examining the impact of Kentucky’s Targeted Interventions (TI) program. We focus on interventions that students received under TI in the senior year of high school based on their 11th grade ACT test scores. Using difference-in-regression discontinuity and… more →

The learning curve: Revisiting the assumption of linear growth across the school year

Important educational policy decisions, like whether to shorten or extend the school year, often require accurate estimates of how much students learn during the year.  Yet, related research relies on a mostly untested assumption: that growth in achievement is linear throughout the entire school year.  We examine this assumption using a data set containing math and reading test… more →

Air Filters, Pollution and Student Achievement

This paper identifies the achievement impact of installing air filters in classrooms for the first time. To do so, I leverage a unique setting arising from the largest gas leak in United States history, whereby the offending gas company installed air filters in every classroom, office and common area for all schools within five miles of the leak (but not beyond). This variation allows me to… more →

Does the Common Core Have a Common Effect?: An Exploration of Effects on Academically Vulnerable Students

Policymakers have sought to increase the rigor of content standards since the 1990s. However, the literature examining the effects of reforms to content standards on student outcomes is still developing. This study examines the extent to which the Common Core State Content Standards (CC) affected student achievement and the size of achievement gaps. To identify the effect of CC I compare early… more →

Social Returns to Private Choice? Effects of Charter Schools on Behavioral Outcomes, Arrests, and Civic Participation

The vast majority of literature on school choice, and charter schools in particular, focus on attending an elementary or middle school grades and often focus on test scores or other proximal outcomes. Much less is known about the long-term effects of attending a charter school in 9th grade. It is important to fill this information void for a few reasons. First, schools in general affect more… more →

Unequal Pay for Equal Work? Unpacking the Gender Gap in Principal Compensation

We investigate the male–female gap in principal compensation in state and national data: detailed longitudinal personnel records from the state of Missouri and repeated cross-sections from the nationally representative Schools and Staffing Survey (SASS). In both data sets, we estimate substantively important compensation gaps for school leaders. In Missouri, female principals make… more →

Winners and Losers? The Effect of Gaining and Losing Access to Selective Colleges on Education and Labor Market Outcomes

Selective college admissions are fundamentally a question of tradeoffs: Given capacity, admitting one student means rejecting another. Research to date has generally estimated average effects of college selectivity, and has been unable to distinguish between the effects on students gaining access and on those losing access under alternative admissions policies. We use the introduction of the… more →

Is the Rise of High School Graduation Rates Real? High-Stakes School Accountability and Strategic Behavior

High school graduation rates have increased dramatically in the past two decades. Some skepticism has arisen, however, because of the confluence of the graduation rise and the starts of high-stakes accountability for graduation rates with No Child Left Behind (NCLB). In this study we provide some of the first evidence about the role of accountability versus strategic behavior, especially the… more →

Heterogeneous Effects of Early Algebra across California Middle Schools

How should schools assign students to more rigorous math courses so as best to help their academic outcomes? We identify several hundred California middle schools that used 7th grade test scores to place students into 8th grade Algebra courses, and use a regression discontinuity design to estimate average impacts and heterogeneity across schools. Enrolling in 8th grade algebra boosts students… more →

Year-Round School Calendars: Effects on Summer Learning, Achievement, Parents, Teachers, and Property Values

Year-round school calendars take the usual 175-180 instruction days of the school year and redistribute them, replacing the usual schedule – nine months on, three months off – with a more “balanced” schedule of short instruction periods alternating with shorter breaks across all four seasons of the year. Over the past three decades, the number of schools using year-round calendars has… more →

Long-run Trends in the U.S. SES-Achievement Gap

Rising inequality in the United States has raised concerns about potentially widening gaps in educational achievement by socio-economic status (SES). Using assessments from LTT-NAEP, Main-NAEP, TIMSS, and PISA that are psychometrically linked over time, we trace trends in achievement for U.S. student cohorts born between 1954 and 2001. Achievement gaps between the top and bottom quartiles of… more →

Proactive student support using artificially intelligent conversational chatbots: The importance of targeting the technology

We examine through a field experiment whether outreach and support provided through an AI-enabled chatbot can reduce summer melt and improve first-year college enrollment at a four-year university and at a community college. At the four-year college, the chatbot increased overall success with navigating financial aid processes, such that student take up of educational loans increased by four… more →

School Sector and Climate: Evidence from New York

Public charter schools could theoretically experience fewer school climate problems than district-run public schools because of additional competitive pressures, autonomy, and improved matches between schools and students. Using publicly available data from the New York State Education Department, I analyze differences in 13 school climate problems between public charter school and district-… more →

Bias in the Air: A Nationwide Exploration of Teachers' Implicit Racial Attitudes, Aggregate Bias, and Student Outcomes

Theory suggests that teachers’ implicit racial attitudes affect their students, but we lack large-scale evidence on US teachers’ implicit biases and their correlates. Using nationwide data from Project Implicit, we find that teachers’ implicit White/Black biases (as measured by the implicit association test) vary by teacher gender and race. Teachers’ adjusted bias levels are lower in counties… more →

Does Online Course-taking Increase High School Completion and Open Pathways to Postsecondary Education Opportunities?

Recent increases in high school graduation rates have been linked anecdotally to online course-taking for credit recovery. Online course-taking that supports high school completion could open opportunities for postsecondary education pursuits. Alternatively, poorer quality online instruction could diminish student learning and discourage persistence toward graduation and further education.… more →

Impacts of School Entry Age on Academic Growth through 2nd Grade: A Multi-State Regression Discontinuity Analysis

The belief that additional time allows children to become more ready for school has affected public policy and individual practices. Prior studies estimated either associations between school entry age and academic growth or causal effects on achievement measured at one or two points. This paper contributes novel causal evidence for the impacts of kindergarten entry age on academic growth in… more →

Testing, Teacher Turnover and the Distribution of Teachers Across Grades and Schools

Teacher turnover has adverse consequences for student achievement and imposes large financial costs for schools. Some have argued that high-stakes testing may lower teachers’ satisfaction with their jobs and could be a major contributor to teacher attrition. In this paper, we exploit changes in the tested grades and subjects in Georgia to study the effects of eliminating high-stakes testing on… more →

Timing in Early Childhood Education: How Cognitive and Achievement Program Impacts Vary by Starting Age, Program Duration, and Time Since the End of the Program

This paper uses meta-analytic techniques to estimate the separate effects of the starting age, program duration, and persistence of impacts of early childhood education programs on children’s cognitive and achievement outcomes. It concentrates on studies published before the wide scale penetration of state-pre-K programs. Specifically, data are drawn from 67 high-quality evaluation studies… more →

Effects of Charter School Competition on District School Budgeting Decisions: Experimental Evidence from Texas

The effects of competition from public charter schools on district school budget decisions are theoretically ambiguous. Competitive pressures could increase desired budget autonomy since they give district school leaders more flexibility; however, competition could decrease desired budget autonomy if district school leaders are generally risk-averse or if they believe that central office staff… more →

The Unavoidable: Tomorrow's Teacher Compensation

States and localities cannot avoid dealing with issues of teacher compensation. Not only is it the largest budget item for most local governments, but it is the place of largest leverage for improving the quality of schools. Fortunately, consistent research evidence directly informs ways to optimize teacher compensation.

This research provides strong motivation for improving teacher… more →

Can Camp Get You Into a Good Secondary School? A Field Experiment of Targeted Instruction in Kenya

Access to quality secondary schooling can be life-changing for students in developing contexts. In Kenya, entrance to such schools has historically been determined by performance on a high-stakes exam. Understandably then, preparation for this exam is a high priority for Kenyan families and educators. To increase the share of students gaining entry to these schools, some educational providers… more →

Parental preferences for charter schools in North Carolina: Implications for racial segregation and isolation

We use information on the charter school choices made by North Carolina families, separately by race, who switched their child from a traditional public school (TPS) to a charter school in 2015-16 to explore how such choices affect racial segregation between schools and racial isolation within charter schools. We find that the movement of white switchers, but not minority switchers to charter… more →

School District Operational Spending and Student Outcomes: Evidence from Tax Elections in Seven States

We use close tax elections to estimate the impact of school district funding increases on operational spending and student outcomes across seven states. Districts with passing levies directed new revenue toward support services and instructor salaries but did not increase teacher staffing levels. These districts eventually realized gains in student achievement and attainment. Our preferred… more →

Estimating Student Growth on Psychological and Social-emotional Constructs: A Comparison of Multiple Scoring Approaches

A huge portion of what we know about how humans develop, learn, behave, and interact is based on survey data. Researchers use longitudinal growth modeling to understand the development of students on psychological and social-emotional learning constructs across elementary and middle school. In these designs, students are typically administered a consistent set of self-report survey items… more →

Do Response Styles Affect Estimates of Growth on Social-emotional Constructs? Evidence from Four Years of Longitudinal Survey Scores

Survey respondents use different response styles when they use the categories of the Likert scale differently despite having the same true score on the construct of interest.  For example, respondents may be more likely to use the extremes of the response scale independent of their true score.  Research already shows that differing response styles can create a construct-irrelevant… more →

The Longitudinal Effects of School Improvement Grants

School Improvement Grants (SIG) represent one type of governments’ capacity-building investment to spur sustainable changes in America’s persistently under-performing public schools. This study examines both short- and long-run effects of the first two cohorts of SIG schools from two states and two urban districts across the country. Using dynamic event analyses, we observe that SIG showed… more →

A Political Framework on How ESSA’s Devolved Federal Authority Influences State Policymaking Toward Educationally Disadvantaged Students

The Every Student Succeeds Act of 2015 (ESSA) grants states unprecedented discretion in implementing many of the federal law’s requirements concerning the needs of the nation’s educationally disadvantaged students. This theoretical paper addresses a void in the policy implementation literature on why ESEA reform efforts have not been more effectively sustained. It synthesizes previous research… more →

Shifting Alliances in State Political Parties: The Case of Education Interest Groups

Political parties in the U.S. are composed of networks of interest groups, according to the extended party network theory. Scholars have focused on national extended party networks. We use the case of education interest groups to explore how policy environments shape party networks on the state level. Using 145,000 campaign contributions from 2000 to 2017, we show that the alignment of… more →

Trends in Children’s Academic Skills at School Entry: 2010 to 2017

Students’ level of academic skills at school entry are a strong predictor of later academic success, and focusing on improving these skills during the preschool years has been a priority during the past ten years. Evidence from two prior nationally representative studies indicated that incoming kindergarteners’ math and literacy skills were higher in 2010 than 1998, but no national studies… more →

Identifying Preferences for Equal College Access, Income, and Income Equality

Revealed preferences for equal college access may be due to beliefs that equal access increases societal income or income equality. To isolate preferences for those goods, we implement an online discrete choice experiment using social statistics generated from true variation among commuting zones. We find that, ceteris paribus, the average income that individuals are willing to… more →

The Teacher Residency: An Innovative Model for Preparing Teachers

Newly emerging teacher residency programs offer an innovative approach to recruiting and retaining high-quality teachers for hard-to-staff schools. This report summarizes the features of these programs and research about their practices and outcomes. These programs create a vehicle to recruit teachers for high-needs fields and locations; offer recruits strong content and clinical preparation… more →

Investing for Student Success: Lessons From State School Finance Reforms

Recent research demonstrates that, when more money is spent on education for students from low-income families, achievement and graduation rates improve. So, too, do life outcomes such as employment, wages, and reduced poverty rates. Investments in instruction, especially high-quality teachers, appear to leverage the largest marginal gains in performance. School funding reforms in several… more →

Sharing the Wealth: How Regional Finance and Desegregation Plans Can Enhance Educational Equity

Most racial and ethnic segregation—and most financial inequities—in American public schools occur between, not within, school districts. Solving these problems often requires interdistrict solutions based on cooperation within regions. This report uses three examples (Boston, MA; Hartford, CT; and Omaha, NE) to explore how interdistrict desegregation plans with innovative funding strategies… more →

Effective Teacher Professional Development

Teacher professional learning is of increasing interest as one way to support the increasingly complex skills students need to succeed in the 21st century. However, many teacher professional development initiatives appear ineffective in supporting changes in teacher practices and student learning. To identify the features of effective professional development, this paper reviews 35… more →

Taking the Long View: State Efforts to Solve Teacher Shortages by Strengthening the Profession

Much is known about how to attract, develop, and retain a strong and stable teacher workforce, and states across the country are taking action to address their teacher shortages in ways that strengthen their overall teacher workforce. This report highlights research on six evidence-based policies that have been used to address teacher shortages and boost teacher recruitment and retention:… more →

Diversifying the Teaching Profession: How to Recruit and Retain Teachers of Color

Research illustrates the importance of greater teacher diversity because of the substantial benefits teachers of color provide to all students, and to students of color in particular. Studies also show that policies must focus more effectively on retention of teachers of color, if diversity in the teaching profession is to be sustained. While more teachers of color are being recruited than in… more →

Minority Teacher Recruitment, Employment, and Retention: 1987 to 2013

This study examines the extent and sources of the minority teacher shortage—the low proportion of minority teachers in comparison to the increasing numbers of minority students in the school system. Using the National Center for Education Statistics’ Schools and Staffing Survey/Teacher Follow-Up Survey, we found that efforts over recent decades to recruit more minority teachers and place them… more →

Teacher Turnover: Why It Matters and What We Can Do About It

Without changes in current policies, U.S. teacher shortages are projected to grow in the coming years. Teacher turnover is an important source of these shortages. About 8% of teachers leave the profession each year, two-thirds of them for reasons other than retirement. Another 8% shift to different schools each year. In addition to aggravating teacher shortages, high turnover rates lower… more →

A Coming Crisis in Teaching? Teacher Supply, Demand, and Shortages in the U.S.

Recent media reports of teacher shortages across the country are confirmed by the analysis of several national data sets reported in this paper. Shortages are particularly severe in special education, mathematics, science, and bilingual/English learner education, and in locations with lower wages and poorer working conditions. Shortages are projected to grow based on declines in teacher… more →