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Higher education
Tightening the Leaky Pipeline(s): The Role of Beliefs About Ability in STEM Major Choice
Tags: Higher educationTo study beliefs about ability and STEM major choice, I conduct a field experiment where I provide students with information that they are above average in their top fields of study. I find that STEM students are more likely to switch out of their major and that non-STEM students fail to switch… more →
College Major Restrictions and Student Stratification
Underrepresented minority (URM) college students have been steadily earning degrees in relatively less-lucrative fields of study since the mid-1990s. A decomposition reveals that this widening gap is principally explained by rising stratification at public research universities, many of which… more →
Finishing the Last Lap: Experimental Evidence on Strategies to Increase College Completion for Students At Risk of Late Withdrawal
Nearly half of students who enter college do not graduate. The majority of efforts to increase college completion have focused on supporting students before or soon after they enter college, yet many students drop out after making significant progress towards their degree. In this paper, we… 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 →
Gender Peer Effects in Post-Secondary Vocational Education
This paper presents evidence that women and men benefit from having a higher percentage of female peers in post-secondary vocational STEM programs. I use idiosyncratic variation in gender composition across cohorts within majors within branches (campuses) for identification. Having a higher… more →
Public Higher Education Costs and College Enrollment
How have changes in the costs of enrolling for full-time study at public 2-year and 4-year colleges have affected the decisions about whether and where to enroll in college? We exploit local differences in the growth of tuition at community colleges and public 4-year colleges to study the impact… more →
College Credit on the Table? Advanced Placement Course and Exam Taking
Millions of high school students who take an Advanced Placement (AP) course in one of over 30 subjects can earn college credit by performing well on the corresponding AP exam. Using data from four metro-Atlanta public school districts, we find that 15 percent of students’ AP courses do not… more →
How Does the Elimination of State Aid to For-Profit Colleges Affect Enrollment? Evidence from California's Reforms
Tags: Higher educationThis paper examines how financial aid reform based on postsecondary institutional performance impacts student choice. Federal and state regulations often reflect concerns about the private, for-profit sector's poor employment outcomes and high loan defaults, despite the sector's possible… more →
Bringing Transparency to Predictive Analytics: A Systematic Comparison of Predictive Modeling Methods in Higher Education
Topics: MethodsColleges have increasingly turned to predictive analytics to target at-risk students for additional support. Most of the predictive analytic applications in higher education are proprietary, with private companies offering little transparency about their underlying models.
College Entrance Exam-Taking Strategies in Georgia
Using administrative data from Georgia, we provide the first study of the full set of college entrance exam-taking strategies, including who takes the ACT and the SAT (or both), when they take the exams, and how many times they take each exam. We have several main findings. First, one-third of… 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 →
Increasing success in higher education: The relationships of online course taking with college completion and time-to-degree
Online courses provide flexible learning opportunities, but research suggests that students may learn less and persist at lower rates compared to face-to-face settings. However, few research studies have investigated more distal effects of online education. In this study we analyzed six years of… more →
College Enrollment and Mandatory FAFSA Applications: Evidence from Louisiana
Barriers to accessing financial aid may keep students from matriculating to college. To test whether FAFSA completion is one of these barriers, I utilize a natural experiment brought about by a Louisiana mandate for seniors to file the FAFSA upon graduation from high school. Exploiting pre-… more →
Labor Market Signaling and the Value of College: Evidence from Resumes and the Truth
Tags: Higher education, Human capitalHow do college non-completers list schooling on their resumes? The negative signal of not completing might outweigh the positive signal of attending but not persisting. If so, job-seekers might hide non-completed schooling on their resumes. To test this we match resumes from an online jobs board… more →
Is a Name Change a Game Change? The Impact of College-to-University Conversions
In the competitive U.S. higher education market, institutions differentiate themselves to attract both students and tuition dollars. One understudied example of this differentiation is the increasing trend of "colleges" becoming "universities" by changing their names. Leveraging variation in the… more →
The Impact of International Students on US Colleges: Higher Education as a Service Export
Tags: Higher educationBetween 2005 and 2016, international enrollment in US higher education nearly doubled. I examine how trade shocks in education affect public universities' decision-making. I construct a shift-share instrument to exploit institutions' historical networks with different origins of international… more →
For‐Profit Colleges in the United States: Insights from Two Decades of Research
Tags: Higher education, Human capitalIn this paper, I review the economics literature on for-profit college education in the United States, assessing what we know about institutional behavior and student outcomes after two decades of research. The many studies reviewed here reveal some consistent patterns. It is clear that for-… more →
Heterogeneous Major Preference for Extrinsic Incentives: The Effects of Wage Information on the Gender Gap in STEM Major Choice
Despite the growing evidence of informational interventions on college and major choices, we know little about how such light-touch interventions affect the gender gap in STEM majors. Linking survey data to administrative records of Chinese college applicants, we conducted a large-scale… more →
Minority Student and Teaching Assistant Interactions in STEM
Graduate student teaching assistants from underrepresented groups may provide salient role models and enhanced instruction to minority students in STEM fields. We explore minority student-TA interactions in an important course in the sciences and STEM – introductory chemistry labs – at a large… more →
Making College Affordable? The Impacts of Tuition Freezes and Caps
Tags: Higher educationMany state governments impose tuition regulations on universities in pursuit of college affordability. How effective are these regulations? We study how universities' "sticker price'' and institutional financial aid change during and after tuition caps and freezes by leveraging temporal and… more →