University of Michigan
Does Liberal Education Produce Engaged Citizens? The Relationship Between Curricular Breadth, Depth, and Democratic Outcomes
Liberal education is often touted as an ideal format for preparing students for civic engagement, yet this claim is seldom empirically tested. In this study, we quantify the relationship between college students’ liberal education, measured by the breadth and depth of their curriculum, and… more →
One Fell Through the Safety Net: Embeddedness and Take Up of Social Benefits
The U.S. social safety net comprises a patchwork quilt of welfare programs, but not all eligible beneficiaries receive aid. Incomplete take-up suggests that some children and families are not receiving access to the education, healthcare, housing, and income needed to break the cycle of poverty… more →
Talent at the Top: Effects of Taxation on University Presidents’ Compensation and Priorities
College presidents are among the highest-paid individuals in higher education, and in 2017 the Tax Cuts and Jobs Act increased their cost to their institutions via a 21% excise tax on nonprofit executive compensation above $1 million. I examine how private colleges and universities and their… more →
Is Calculus a Gatekeeper in Selective Engineering Admissions? Insights from a Lab-in-the-Field Experiment with Admissions Officers
Lower-resourced high schools are far less likely to offer calculus, raising concerns that calculus availability may be a gatekeeper in selective college admissions. Using a lab-in-the-field experiment (292 admissions officers, 1768 total observations), we investigate whether engineering… more →
The Chronic(les) of Absenteeism Measurement: Unpacking the Many Measures of Attendance and Evidence for a Lower Chronic Absenteeism Threshold
This study investigates how absenteeism can be more rigorously measured as an early warning indicator of future academic risk.
Measuring Academic Behaviors at Scale: Developing Longitudinal Measures of “Noncognitive” Skills Using Administrative Data and Examining Predictive Validity
Academic behaviors, as reflected in administrative indicators such as attendance and suspensions, are widely used in education research. However, limited guidance exists on how to measure them longitudinally and at scale. Using longitudinal data from Boston Public Schools students followed from… more →
Bidirectional associations between executive function and social behavior across childhood: A registered report using a nationally representative sample
Executive function (EF) refers to a set of cognitive skills involved in deliberate, goal-oriented behavior. Although research has established links between children’s EF and aspects of their social skills, it remains unclear how EF skills are related to specific social behaviors, such as… more →
Translating Policy into Opportunity: School Counselors and the Implementation of CTE-Focused Dual Enrollment Pathways
Dual enrollment programs have expanded rapidly in the United States as a mechanism to improve college readiness, accelerate time to credential, and support postsecondary transitions. Yet empirical research on dual enrollment has largely centered on academic coursework offered through community… more →
Do Faculty Affect Student Partisanship?
We study whether Democratic college professors make their students more liberal. We link voter data to salary records from 33 state flagships and show that faculty skew Democratic, especially in the humanities and social sciences. We then use student transcripts from one flagship to estimate… more →
Why Are Bureaucrats More Left-Wing?
Government employees often have policy beliefs that do not reflect those of the public. Civil servants are frequently more supportive of redistribution, which critics attribute to a state that socializes employees to be self-interested. But left-leaning citizens may instead self-select into… more →
Do Neighbors Shape the Sticker Price? Spatial Competition and State Funding in Cost of Attendance Reporting Over Time
Federal law requires U.S. postsecondary institutions to publish a Cost of Attendance (COA) that serves as the legal ceiling on a student's federal financial aid eligibility, yet off-campus living costs are estimated by institutions at their own discretion, with no standardized methodology or… more →
From Statistical to Analytic Generalization: New Directions for Qualitative Research on Teacher Retention
Quantitative research has played a prominent role in studies and policies focused on teacher retention. However, the field would benefit from qualitative research that utilizes analytic generalization, an approach where researchers generalize from empirical data by creating theoretical… more →
Education Governance and Race: An Analysis of School Board Discourse Using Large Language Models
Despite growing attention to school boards, it is unclear whether they primarily operate as bureaucratic forums, policy-making bodies, or arenas for contentious debate—particularly on issues of race. Recent controversies suggest increasing public engagement and conflict, but little evidence… more →
Bureaucracy and Burden: Understanding Take-up of a Need-Based Financial Aid Program
Social welfare programs, including college financial aid, often only reach a fraction of eligible beneficiaries. We examine this problem through the lens of Michigan’s Tuition Incentive Program (TIP), a state need-based grant aid program. We conduct a large-scale mixed-methods study using data… more →
Education and the Gender Gap in U.S. Presidential Elections
Women in the United States have outpaced men in both voter participation and educational attainment in recent decades. Since education is closely tied to political participation, we consider these trends in tandem and assess how much of the gender gap in voting is attributable to educational… more →
Leveraging Modern Machine Learning to Improve Early Warning Systems and Reduce Chronic Absenteeism in Early Childhood
This study focuses on improving the predictive power of early warning systems (EWSs) to decrease chronic absenteeism in early childhood. Using a demographically diverse sample of students followed from PreK to third grade in Boston Public Schools (N=6,698), we demonstrate how and why two modern… more →
The Effects of Early Childhood Science Educational Interventions on Children’s Science Achievement: A Meta-Analysis of Classroom-Based Studies
The importance of providing children with more robust opportunities to access high-quality science instruction is a widely recognized challenge. Unfortunately, science instruction is often neglected in the earliest school grades, meaning that many young children face opportunity gaps to learning… 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)… 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… 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… more →