Reported hate crimes have increased rapidly in recent years, including on college campuses. Concurrently, general racial animus has increased in the United States. Scholars have shown that the larger sociopolitical environment can directly impact the campus climate and experiences of all students, particularly students of color. However, little is…

Millions of high school students take Advanced Placement (AP) courses, which can provide college credit. Using nationally representative data, I identify a diverse set of higher education outcomes that are related to receipt of AP college credit. Institution fixed effects regression reduces bias associated with varying AP credit policies and…

While online learning environments are increasingly common, relatively little is known about issues of equity in these settings. We test for the presence of race and gender biases among postsecondary students and instructors in online classes by measuring student and instructor responses to discussion comments we posted in the discussion forums of…

A student's ranking in the grade point average (GPA) distribution has emerged as an admission variable that increases admission rates of both segregated minorities and high-performance individuals. In 2012, Chile's centralized university admission system introduced a GPA ranking variable relative to the previous cohorts' average GPA. Such a system…

In order to graduate with a bachelor's degree, students must determine which classes they must take in order to satisfy the requirements of their major. These requirements are often complex and difficult to comprehend, leading to some policy interventions that aim to reduce complexity by either increasing the amount of student guidance in course…

It is well established that financial aid, in the form of grants, increases the probability of enrollment in postsecondary education. A slate of studies in recent years has extended this research to examine whether grant aid also has an impact on persistence and degree attainment. This paper presents a systematic review and meta-analysis of the…

By applying a regression discontinuity design to national data of students at four-year colleges, this study identifies the substitution effects of exogenously received increases of grant aid on hours of paid labor, earnings, and borrowing while in college. Results confirm students substitute grant aid for both paid labor and borrowing. An average…

Do tuition vouchers and cash subsidies promote educational or labor force outcomes for "non-traditional" students? I use a regression discontinuity design to estimate the impacts of a state aid program with an unobserved eligibility cutoff. Eligibility has no impact on degree completion for students with a preference for community…

This paper simulates a system of socioeconomic status (SES)-based affirmative action in college admissions and examines the extent to which it can produce racial diversity in selective colleges. Using simulation models, we investigate the potential relative effects of race- and/or SES-based affirmative action policies, alongside targeted,…

In this study we examine trends in segregation by race and ethnicity in higher education from 1985 to 2013. We have three key findings. Over the past 30 years, students from different groups have attended college at increasingly similar rates; gaps are decreasing. But these decreases have been driven largely by large increases in minority student…

Peers affect individual's productivity in the workforce, in education, and in other team-based tasks. Using large-scale language data from an online college course, we measure the impacts of peer interactions on student learning outcomes and persistence. In our setting, students are quasi-randomly assigned to peers, and as such, we are able to…

Student loans are a crucial aspect of financing a college education for millions of Americans, yet we have surprisingly little empirical evidence concerning individuals' unwillingness to borrow money for educational purposes. This study provides the first large-scale quantitative evidence of levels of loan aversion in the United States. Using…

We examine the impacts of being awarded a Cal Grant, among the most generous state merit aid programs. We exploit variation in eligibility rules using GPA and family income cutoffs that are ex ante unknown to applicants. Cal Grant eligibility increases degree completion by 2 to 5 percentage points in our reduced form estimates. Cal Grant also…

Class size is a first-order consideration in the study of education production and education costs. How larger or smaller classes affect student outcomes is especially relevant to the growth and design of online classes. We study a field experiment in which college students were quasi-randomly assigned to either a large or a small class. All…

Using a unique dataset of 44 Massive Open Online Courses (MOOCs), this paper examines critical patterns of enrollment, engagement, persistence, and completion among students in online higher education. By leveraging fixed-effects specifications based on over 2.1 million student observations across more than 2,900 lectures, we analyze engagement,…