Higher education
College-Major Choice to College-then-Major Choice: Experimental Evidence from Chinese College Admissions Reforms
One of the most important mechanism design policies in college admissions is to let students choose a college major sequentially (college-then-major choice) or jointly (college-major choice). In the context of the Chinese meta-major reforms that transition from college-major choice to college-… more →
Who’s Matched Up? Access to Same-Race Instructors in Higher Education
Despite recent evidence on the benefits of same-race instructor matching in K-12 and higher education, research has yet to document the incidence of same-race matching in the postsecondary sector. That is, how likely are racially minoritized college students to ever experience an instructor of… more →
Assessing Atlanta’s Placed-Based College Scholarship
Tags: Higher education, PovertyWe investigate whether and how Achieve Atlanta’s college scholarship and associated services impact college enrollment, persistence, and graduation among Atlanta Public School graduates experiencing low household income. Qualifying for the scholarship of up to $5,000/year does not… more →
Variation in broadband access among undergraduate populations across the United States
Topics: Families and CommunitiesIncreasing numbers of students require internet access to pursue their undergraduate degrees, yet broadband access remains inequitable across student populations. Furthermore, surveys that currently show differences in access by student demographics or location typically do so at high levels of… more →
Opening the Black Box of College Major Choice: Evidence from an Information Intervention
We study the importance of job-related and non-job-related factors in students’ college major choices. Using a staggered intervention that allows us to provide students information about many different aspects of majors and to compare the magnitudes of the effects of each piece of information,… more →
Mandating Multiple Measures and Encouraging Student Supports: Evaluating a New Approach to Developmental Education in California’s Community Colleges
Tags: Higher education, EfficacyAB705 is a landmark higher education policy that has changed approaches to developmental/remedial education in the California Community College system. We study one district that implemented reforms by placing most students in transfer-level math/English courses and encouraging enrollment in… more →
Are Students Time Constrained? Course Load, GPA, and Failing
Tags: Higher education, MotivationGiven the simultaneous rise in time-to-graduation and college GPA, it may be that students reduce their course load to improve their performance. Yet, evidence to date only shows increased course loads increase GPA. We provide a mathematical model showing many unobservable factors -- beyond… more →
Not the Great Equalizer? Local Economic Mobility and Inequality Effects for the Establishment of U.S. Universities
Topics: Families and CommunitiesWe exploit historical natural experiments to test whether universities increase economic mobility and equality. We use "runner-up’" counties that were strongly considered to become university sites but were not selected for as-good-as-random reasons as counterfactuals for university counties.… more →
Heterogeneity in Labor Market Returns to Master’s Degrees: Evidence from Ohio
Graduate education is among the fastest growing segments of the U.S. higher educational system. This paper provides up-to-date causal evidence on labor market returns to Master’s degrees and examines heterogeneity in the returns by field area, student demographics and initial labor market… more →
Keep Me In, Coach: The Short- and Long-Term Effects of Targeted Academic Coaching
To boost college graduation rates, policymakers often advocate for academic supports such as coaching or mentoring. Proactive and intensive coaching interventions are effective, but are costly and difficult to scale. We evaluate a relatively lower-cost group coaching program targeted at first-… more →
Can the promise of free education improve college attainment? Lessons from the Milwaukee Area Technical College Promise
This study found that the MATC Promise increased college attainment by encouraging Milwaukee high school students to access state and federal aid, and to consider matriculating to their local two-year college. The MATC Promise exemplifies the last-dollar model of college aid. If seniors at… more →
Student Selection into an Income Share Agreement
Tags: Higher educationFinancing college expenses through an income share agreement (ISA) is an arrangement where the student agrees to pay a fixed percentage of future earned income for a designated period of time in exchange for college funding. Using administrative and survey data for all eligible applicants to a… more →
STEM Summer Programs for Underrepresented Youth Increase STEM Degrees
The federal government and many individual organizations have invested in programs to support diversity in the STEM pipeline, including STEM summer programs for high school students, but there is little rigorous evidence of their efficacy. We fielded a randomized controlled trial to study a… more →
College Field Specialization and Beliefs about Relative Performance: An Experimental Intervention to Understand Gender Gaps in STEM
Tags: Equity, Higher educationBeliefs about relative academic performance may shape field specialization and explain gender gaps in STEM enrollment, but little causal evidence exists. To test whether these beliefs are malleable and salient enough to change behavior, I run a randomized controlled trial with 5,700… more →
The Impact of COVID-19 on Community College Enrollment and Student Success: Evidence from California Administrative Data
This paper examines how the pandemic impacted the enrollment patterns, fields of study, and academic outcomes of students in the California Community College System, the largest higher-education system in the country. Enrollment dropped precipitously during the pandemic – the total number of… more →
Study More Tomorrow
Tags: Tutoring, Higher educationWe design a commitment contract for college students, "Study More Tomorrow," and conduct a randomized control trial testing a model of its demand. The contract commits students to attend peer tutoring if their midterm grade falls below a pre-specified threshold. The contract carries a financial… more →
The narrowing gender wage gap among faculty at public universities in the U.S.
Tags: Higher education, EquityWe study the conditional gender wage gap among faculty at public research universities in the U.S. We begin by using a cross-sectional dataset from 2016 to replicate the long-standing finding in research that conditional on rich controls, female faculty earn less than their male colleagues. Next… more →
Grads on the Go: Measuring College-Specific Labor Markets for Graduates
Johnathan G. Conzelmann, Steven W. Hemelt, Brad J. Hershbein, Shawn Martin, Andrew Simon, Kevin Stange.This paper introduces a new measure of the labor markets served by colleges and universities across the United States. About 50 percent of recent college graduates are living and working in the metro area nearest the institution they attended, with this figure climbing to 67 percent in-… more →
The Effect of Active Learning Professional Development Training on College Students’ Academic Outcomes
Topics: Teacher and Leader DevelopmentGrowing literature documents the promise of active learning instruction in engaging students in college classrooms. Accordingly, faculty professional development (PD) programs on active learning have become increasingly popular in postsecondary institutions; yet, quantitative evidence on the… more →
When expectation isn’t reality: Racial disparities in overestimation and STEM attrition among first-year students in college
Existing research indicates that racially minoritized students with similar academic preparation are less likely than their represented peers to persist in STEM, raising the question of factors that may contribute to racial disparities in STEM participation beyond academic preparation. We extend… more →