Post-secondary education
Political Views and College Choices in a Polarized America
We examine the role of students’ political views in shaping college enrollment decisions in the United States. We hypothesize that students derive utility from attending institutions aligned with their political identities, which could reinforce demographic and regional disparities in… more →
Toward More Equitable Learning Environments: Insights from Digital Trace Data on Inclusive Instructional Design Features
Seminal teaching and learning theories converge on the critical role of instructional design in promoting equity and inclusivity in higher education. However, large-scale evidence remains limited as to which specific design features promote more equitable outcomes across diverse student… more →
Financial Aid For Future Educators: Assessing A Federal Grant's Impact On Students' Postsecondary Decisions
Created in 2007, the federal TEACH grant program is a large federal financial aid program that seeks to attract postsecondary students to the teaching profession by providing financial assistance to help pay for a teaching degree. This paper describes the uptake and usage of the federal TEACH… more →
Efficiency or Burnout? The Effects of Condensed Course Formats on Student Achievement in Community Colleges
Condensed courses—those that compress instructional content into a shorter time frame—are increasingly popular in higher education. While they offer greater flexibility, concerns remain that the accelerated pace may compromise learning. Using administrative data from a state community college… more →
Causal Returns to Education
Using 182 estimates from 140 studies in 55 countries, this paper compares ordinary least squares (OLS) and instrumental variables (IV) estimates of the private returns to schooling. IV returns average 9.7 percent—38 percent higher than OLS—and exceed OLS in nearly 80 percent of cases, with the… more →
The Many Paths to College Enrollment: Re-Conceptualizing the Transition to College
Traditional college choice models often fall short in capturing the complex paths that today’s student population takes to postsecondary enrollment. This paper identifies the limitations of the predominant frameworks, such as Hossler and Gallagher’s (1987) three-phase model, arguing that they… more →
Comparative Cost Analyses of Community College Student Success Initiatives
Limited resources hinder completion and exacerbate inequality in community colleges. Existing research identifies strategies that raise outcomes but leaves policymakers and campus leaders asking, “What do these interventions really cost—and can we afford it?” I answer these questions by… more →
Neighborhood Effects on STEM Major Choice
This paper provides causal evidence that the neighborhoods where students grow up play a significant role in shaping their college major choices, focusing on STEM fields. Using administrative data from Texas and variation in the timing of school moves across counties and districts, we estimate… more →
A Degree of Choice: Educational Decision-Making after College
Despite the growing share of college-educated adults returning to higher education, we know little about how individuals weigh the consequential decision to go to graduate school. In this paper, we ask how individuals decide to pursue a particular graduate program within a field of study. We… more →
Empirical Analysis of STEM Faculty Productivity: Using NbClust and Logistic Regression to Explore Interactions Among Faculty Teaching and Research Productivity Metrics, Demographic, and Disciplinary Characteristics
This study investigates the nexus between research and teaching productivity among STEM faculty at a public research-intensive university, analyzing data from 553 faculty members across four STEM disciplines: Biological Sciences, Engineering, Information and Computer Sciences, and Physical… more →
High School Equivalency Credentialing and Post-Secondary Success: Pre-Registered Quasi-Experimental Evidence from the GED® Test
For the over 24 million American adults who do not hold a traditional high school diploma, high school equivalency (HSE) credentials represent the primary “second-chance” pathway to many careers or educational opportunities. This project uses current, representative data to assess whether, how,… more →
Politics of the professoriate: Longitudinal evidence from a state public university system’s universe of faculty
Over the past decade, Democrats and Republicans have grown increasingly polarized in their views of American higher education. Republicans in particular have become far more critical of the political and social views of faculty. In this paper, we thus investigate whether the commonly held belief… more →
The Net Benefits of Raising Bachelor’s Degree Completion through the City University of New York ACE Program
In 2015, the City University of New York (CUNY) launched a new program— Accelerate, Complete, and Engage (ACE)—aimed at improving college graduation rates. A randomized-control evaluation of the program found a nearly 12 percentage point increase in graduation five years after college entry.… more →
Implicit Gender-STEM Stereotypes and College Major Choice
Implicit stereotypes about gender and STEM may unconsciously shape students' academic choices and contribute to gender gaps in major choice, but there is limited economic evidence on this channel. To study this relationship, we administer a gender-science Implicit Association Test (IAT) to a… more →
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… 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… 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… 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… 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,… 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… more →