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Human capital
Behind the Push for Licensure Reform: How Beliefs About the Teaching Profession Unite and Divide Coalitions
Topics: Policy, Politics, and GovernanceA long history of scholarship on teacher professionalism documents how different narratives about teaching animate education policy and practice. We bridge the Advocacy Coalition Framework with institutional logics to examine how beliefs about teaching unite and divide a state-level coalition… more →
The Unintended Cost of Distance Learning: An Analysis of Child Maltreatment
Topics: Student Well-BeingEducation personnel play a crucial role in identifying and reporting child maltreatment. However, school closures amid COVID-19 pandemic disrupted this vital reporting system. I causally investigate how remote learning influenced trends in child maltreatment reports and risks, leveraging county-… more →
The Effects of High School Remediation on Long-Run Educational Attainment
Tags: Ability grouping, Career and technical education, College readiness, Curriculum, High schools, Human capitalThis study examines the effects of remedial courses in high school on postsecondary outcomes using a regression discontinuity design and explores the mechanisms behind these effects. I find that being placed in the remedial schedule and taking an additional remedial course in high school reduces… 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 →
Separation of Church and State Curricula? Examining Public and Religious Private School Textbooks
Tags: Belonging, Culturally responsive schooling, Curriculum, Elementary schools, Human capital, Instructional design, Instructional practices, Instructional technology, Race, ethnicity, and education, Reading and literacy education, Science education, Social studies educationCurricula impart knowledge, instill values, and shape collective memory. Despite growing public funding for religious schools through U.S. school choice programs, little is known about what they teach. We examine textbooks from public schools, religious private schools, and home schools,… more →
Bring in the Subs: A Mixed-Method Investigation of the Substitute Teacher Labor Market in Michigan
Substitute teachers play a crucial role in how schools can function, yet little research has focused on understanding the contours of the substitute labor market. This paper uses a mixed method approach, including a survey of a random sample of the population of substitute teachers, state… more →
Expanding Access to Highly Effective Educators for All Students: A Review of Recent Evidence
Topics: Teacher and Leader DevelopmentWe have long known that some teachers are much more effective than others. Highly effective teachers and their students thrive in ways that have been hard to replicate on a large and consistent scale. In this paper, we read across studies to identify actionable lessons about what it will take to… more →
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 apply Item Response Theory (IRT) to high-school transcript data, treating courses as items and grades as ordered responses, to estimate student transcript strength (θ̂) and course difficulty on a common scale. IRT estimation orders courses plausibly by difficulty, differentiates… more →
Buying time: Financial aid allows college students to work less while enrolled
Many empirical studies have found 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: financial aid… 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 →