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Human capital
Get a Skill, Get a Job, Get Ahead? Evaluating the Effects of Virginia’s Workforce-Targeted Free College Program
Tuition-free college programs are gaining momentum as policymakers address rising college costs and workforce readiness. Despite their growing adoption, limited research examines how workforce-focused eligibility criteria impact student outcomes beyond enrollment. This pre-registered study… more →
The Peer Effects of Grade Retention
Topics: Policy, Politics, and GovernanceWe study the peer effects of grade retention in the context of Indiana’s statewide third-grade retention policy. When a retention occurs, it changes the peer group for two cohorts: rising fourth graders who lose a peer and rising third graders who gain a peer. We identify peer effects in both… more →
Leveraging Quarterly Workforce Indicators to Analyze Teacher Labor Market Dynamics: Inequitable Trends in Educator Turnover
Educator labor markets vary considerably across the country and can change quickly during recessions. We use data from the Quality Workforce Indicators (QWI) on educators in Elementary and Secondary Schools from 2000-01 to 2022-23. We demonstrate how to transform the quarter-level data in the… more →
In the Wake of Dobbs: The Effect of State Abortion Bans on Women's College Choices
Topics: Policy, Politics, and GovernanceTags: Higher education, Human capitalThis paper studies the impact of state reproductive rights laws on women’s human capital decisions after the U.S. Supreme Court eliminated the constitutional right to abortion in Dobbs v. Jackson Women’s Health Organization (2022). Using data from the Common App, the undergraduate college… more →
Pinpointing Persistence in Alternative STEM Pipelines: Evidence from a Novel Coding and Apprenticeship Program
The shortage of STEM workers, particularly in computer science, is compounded by the underrepresentation of women and certain minoritized racial/ethnic groups in these fields. Efforts to address worker shortages and broaden participation include improving traditional STEM education pathways and… more →
Do Human Capital Adjustments Protect Youths from Structural Change?
Structural changes to labor demand can have lasting consequences on the employment and earnings of workers in affected industries and geographies. However, individuals coming of age may avoid similar fates if they internalize salient changes to the returns to education and adjust their human… more →
Making the Grade: Accounting for Course Selection in High School Transcripts with Item Response Theory
Topics: MethodsWe use student-level administrative data from Delaware for 43,767 high school students across five 12th grade cohorts from 2017 to 2021. We apply Item Response Theory (IRT) to high school transcript data, treating courses as items and grades as ordered responses, to estimate both student… more →
Buying time: Financial aid allows college students to work less while enrolled
Many empirical studies have established that financial aid improves college attainment. Few have been able to test why. This study used administrative records of employment and earnings to get a more complete picture of students’ finances during college and test one potential mechanism, that… more →
Pathways to the Teaching Profession: Teaching Assistants’ and Substitute Teachers’ Transitions into the Teacher Workforce
Teacher shortages and lack of teacher diversity have led to growing efforts nationally to recruit teaching assistants (TAs) to be classroom teachers. Substitute teachers are not typically considered in these efforts. We pair longitudinal administrative data from a mid-sized urban district with… more →
Socioeconomic and Racial Discrepancies in Algebra Access, Teacher, and Learning Experiences: Findings from the American Mathematics Educator Study
Topics: Student LearningIn this study, we highlight the differences in classroom-, teacher-, and school-level factors in 8th and 9th grade algebra experiences along socioeconomic and racial/ethnic lines using nationally representative survey data from the American Mathematics Educator Study. Several takeaways emerge… more →
Skills and Earnings: A Multidimensional Perspective on Human Capital
Topics: Student LearningThe multitude of tasks performed in the labor market requires skills in many dimensions. Traditionally, human capital has been proxied primarily by educational attainment. However, an expanding body of literature highlights the importance of various skill dimensions for success in the labor… more →
Differential Responses to Teacher Evaluation Incentives: Expectancy, Race, Experience, and Task
Topics: Teacher and Leader DevelopmentTeacher evaluation systems and their associated incentives have produced fairly mixed results. Our analyses are motivated by theory and descriptive evidence that accountability systems are highly racialized, and that individuals are less likely to respond to incentives when they have low… more →
Falling Behind as Peers Age Up: The Effects of Peer Age on Student Cognitive and Non-Cognitive Outcomes
Topics: Student LearningUnderstanding the factors that influence student outcomes is crucial for both parents and schools when designing effective educational strategies. This paper explores the impact of peer age on both cognitive and non-cognitive outcomes using a randomized sample of middle school students. By… more →
How and Why Racial Isolation Affects Education Costs & the Provision of Equal Educational Opportunity
This article provides a review of prior empirical work exploring whether and to what extent school district racial composition affects the costs associated with providing equal educational opportunity to achieve a common set of outcomes. This prior work mainly involves education cost function… more →
Career Sequences and Unequal Sorting of Subject Area Teachers along the Path to the Principalship
Topics: Teacher and Leader DevelopmentThe path to becoming a school principal is characterized by a variety of trajectories that reflect the diverse experiences and backgrounds of aspiring leaders. While ideally the road to the principalship would result in a proportional and representative body of principals, research has shown… more →
Applying to Lead: A Mixed-Methods Investigation of Prospective Principals’ Job Application Strategies in Two Urban Districts
Topics: MethodsPurpose: Urban school districts often face challenges in filling principal vacancies with effective leaders, especially in high-needs schools. Prospective principals’ engagement with the job application process may contribute to these challenges. The goal of this study is to… more →
Do Mid-Career Teacher Trainees Enter and Persist Like Their Younger Peers?
Topics: Teacher and Leader DevelopmentIn the context of an ongoing national conversation about teacher shortages, we build on prior literature on the efficacy of teacher certification pathways by comparing entry and exit patterns based on age at the time of certification. All trainees who complete a state certification process have… more →
The Role of Education-Industry Match in College Earnings Premia
There is substantial variation in the returns to a college degree. One determinant is whether a worker’s employment is “matched” with their education. With a novel education-industry crosswalk and panel data on 295,000 graduates, we provide the first estimates of an education-industry match… more →
Democratic Policymaking in Schools: The Influence of Teacher Empowerment on Student Achievement
Topics: Student LearningTags: Leadership, Human capitalDespite the popularity of teacher leadership since the 1980s, little research examines its effects on student achievement. In this paper, I assess the influence of the New York City Department of Education’s Teacher Career Pathways program, a teacher leadership initiative, on student achievement… more →
A Matter of Time? Measuring Effects of Public Schooling Expansions on Families’ Constraints
Topics: Families and CommunitiesAs women increasingly entered the labor force throughout the late 20th century, the challenges of balancing work and family came to the forefront. We leverage pronounced changes in the availability of public schooling for young children—through duration expansions to the kindergarten day—to… more →