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Equity
Returns to Different Postsecondary Investments: Institution Type, Academic Programs, and Credentials
Early research on the returns to higher education treated the postsecondary system as a monolith. In reality, postsecondary education in the United States and around the world is highly differentiated, with a variety of options that differ by credential (associates degree, bachelor’s… more →
Segregating Gotham's Youngest: Racial/Ethnic Sorting and the Choice Architecture of New York City’s Pre-K for All
Topics: School ChoiceNew York City’s Pre-K for All (PKA) is the Nation’s largest universal early childhood initiative, currently serving some 70,000 four-year-olds. Stemming from the program’s choice architecture as well as the City’s stark residential segregation, PKA programs are extremely segregated by… more →
How Did It Get This Way? Disentangling the Sources of Teacher Quality Gaps Through Agent-Based Modeling
We use publicly available, longitudinal data from Washington state to study the extent to which three interrelated processes—teacher attrition from the state teaching workforce, teacher mobility between teaching positions, and teacher hiring for open positions—contribute to “teacher quality gaps… more →
How to “QuantCrit:” Practices and Questions for Education Data Researchers and Users
Topics: Methods‘QuantCrit’ (Quantitative Critical Race Theory) is a rapidly developing approach that seeks to challenge and improve the use of statistical data in social research by applying the insights of Critical Race Theory. As originally formulated, QuantCrit rests on five principles; 1) the centrality of… more →
Job Training Programs as Crime Deterrents? Evidence from a Low-Income Targeted Training Program RCT
The primary goal of job training programs is to improve employment and earning outcomes of participants. However, effective job training programs may have potential secondary benefits, including in the form of reduced arrests. In this paper, we evaluate the impact of a job training program in… more →
Self-Interest in Public Service: Evidence from School Board Elections
Topics: Policy, Politics, and GovernanceIn this paper, we show that the election of a new school board member causes home values in their neighborhood to rise. This increase is identified using narrowly-decided contests and is driven by non-Democratic members, whose neighborhoods appreciate about 4% on average relative to those of… more →
The Role of Student Beliefs in Dual-Enrollment Courses
Dual-enrollment courses are theorized to promote students' preparedness for college in part by bolstering their beneficial beliefs, such as academic self-efficacy, educational expectations, and sense of college belonging. These beliefs may also shape students' experiences and outcomes in dual-… more →
Using Predicted Academic Performance to Identify At-Risk Students in Public Schools
Topics: Student LearningTags: Assessment, EquityMeasures of student disadvantage—or risk—are critical components of equity-focused education policies. However, the risk measures used in contemporary policies have significant limitations, and despite continued advances in data infrastructure and analytic capacity, there has been little… more →
The Effects of Growth Mindset on College Persistence and Completion
Tags: Higher education, EquityWe study the long-term effects of a psychological intervention on longitudinal academic outcomes and degree completion of college students. All freshmen at a large public university were randomized to an online growth mindset, belonging, or control group. We tracked students’ academic outcomes… more →
A Simple Nudge Increases Socioeconomic Diversity in Undergraduate Economics
Tags: Equity, Higher educationWe assess whether a light-touch intervention can increase socioeconomic and racial diversity in undergraduate Economics. We randomly assigned over 2,200 students a message with basic information about the Economics major; the basic message combined with an emphasis on the rewarding careers or… more →
The Thin Blue Line in Schools: New Evidence on School-Based Policing Across the U.S.
Topics: Student Well-BeingU.S. public school students increasingly attend schools with sworn law enforcement officers present. Yet, little is known about how these school resource officers (SROs) affect school environments or student outcomes. Our study uses a fuzzy regression discontinuity (RD) design with national… more →
Digital redlining: the relevance of 20th century housing policy to 21st century broadband access and education
Topics: Families and CommunitiesBroadband is not equally accessible among students despite its increasing importance to education. We investigate the relationship between broadband and housing policy by joining two measures of broadband access with Depression-era redlining maps that classified neighborhoods based in part on… more →
A Classroom Observer Like Me: The Effects of Race-congruence and Gender-congruence Between Teachers and Raters on Observation Scores
State and local education agencies across the country are prioritizing the goal of diversifying the teacher workforce. To further understand the challenges of diversifying the teacher pipeline, I investigate race and gender dynamics between teachers and school-based administrators, who are key… more →
White Advantage in Teacher Assignment
Using detailed classroom-level data for North Carolina, we build on previous research to examine racial gaps in access to high-quality teachers. We calculate the exposure of White, Black and Hispanic students to teachers with various characteristics in 4th grade, 7th grade math and English, and… more →
Higher Education and Local Educational Attainment: Evidence from the Establishment of U.S. Colleges
Topics: Policy, Politics, and GovernanceTags: Equity, NeighborhoodsWe investigate how the presence of a college affects local educational attainment using historical natural experiments in which "runner-up" locations were strongly considered to become college sites but ultimately not chosen for as-good-as-random reasons. While runner-up counties have since had… more →
The Distribution of School Resources in The United States: A Comparative Analysis Across Levels of Governance, Student Sub-groups, And Educational Resources
Levels of governance (the nation, states, and districts), student subgroups (racially and ethnically minoritized and economically disadvantaged students), and types of resources (expenditures, class sizes, and teacher quality) intersect to represent a complex and comprehensive picture of K-12… more →
From Referrals to Suspensions: New Evidence on Racial Disparities in Exclusionary Discipline
Topics: Student Well-BeingWe use novel data on disciplinary referrals, including those that do not lead to suspensions, to better understand the origins of racial disparities in exclusionary discipline. We find significant differences between Black and white students in both referral rates and the rate at which referrals… more →
Skills, Degrees and Labor Market Inequality
Over the past four decades, income inequality grew significantly between workers with bachelor’s degrees and those with high school diplomas (often called “unskilled”). Rather than being unskilled, we argue that these workers are STARs because they are skilled through alternative routes—namely… more →
Distribution of Education Savings Accounts Usage Among Families: Evidence from the Florida Gardiner Program
Topics: School ChoiceTags: EquityEducation savings accounts (ESAs) are education funding mechanisms that allow for families to receive a deposit of public funds to a government-authorized savings account. Using student-level longitudinal data, this paper examines how families participating in the Florida Gardiner Scholarship… more →
Can Adolescents Acquire Cultural Capital Through Social Capital Access and Exposure? Longitudinal Experimental Evidence of the Impact of Ties to College-Educated Adults
Scholarly debate focuses on whether cultural capital reproduces existing inequalities or provides a path to upward mobility. Most research, however, focuses only on cross-sectional associations and is unclear about how disadvantaged adolescents can increase their amounts of cultural capital.… more →