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College readiness
Ready for What? School and District Responses to State College and Career Readiness Accountability in Tennessee
Tags: College readiness, High schoolsTennessee’s K-12 accountability system incorporates three distinct measures of college and career readiness (CCR) for state and federal accountability. Each of these indicators applies its own set of metrics and performance benchmarks, but they all consistently draw upon similar components… more →
Removing Barriers to College Credits: Where and for Whom AP Exam Fee Waivers Work
Topics: Policy, Politics, and GovernanceDo policies that broaden educational access also foster success? We study this question in the context of North Carolina’s universal Advanced Placement (AP) exam fee waiver policy. Using student-course level administrative data, we exploit within-student variation on a sample of students who… more →
Labor Market Strength and Declining Community College Enrollment
Tags: Career and technical education, College readiness, Higher education, Human capital, Returns to education and skillsDeclining U.S. college enrollments have triggered questions about the health of the postsecondary sector. Using institution-level data, we make four points. First, such declines are driven not by the four-year sector but by two-year community colleges, which have apparently shrunk by over 30%… more →
The Long-Term Effects of Rank in Elementary School
We estimate the long-term consequences of math and reading rank within an elementary school on short and long-term outcomes. We find that higher rank leads to better outcomes. Students ranked at the top in grade 7 perform up to 0.33 standard deviations higher on future school exams, are more… more →
Does Expanding Access to High Quality Technical Education Induce Participation and Improve Outcomes?
Over the last 15 years, Career and Technical Education (CTE) has been changing as schools have aimed to better meet workforce needs and diversify pathways into higher education and the workforce. This study provides the first known causal evidence on the impact of CTE program expansion in U.S.… more →
Comparing Machine Learning Methods for Estimating Heterogeneous Treatment Effects in Randomized Trials: A Comprehensive Simulation Study
Topics: MethodsThis study compares 18 machine learning methods for estimating heterogeneous treatment effects in randomized controlled trials, using simulations calibrated to two large-scale educational experiments. We evaluate performance across continuous and binary outcomes with diverse and realistic… more →
The Many Paths to College Enrollment: Re-Conceptualizing the Transition to College
Traditional college choice models often fall short in capturing the complex paths that today’s student population takes to postsecondary enrollment. This paper identifies the limitations of the predominant frameworks, such as Hossler and Gallagher’s (1987) three-phase model, arguing that they… more →
High School Equivalency Credentialing and Post-Secondary Success: Pre-Registered Quasi-Experimental Evidence from the GED® Test
For the over 24 million American adults who do not hold a traditional high school diploma, high school equivalency (HSE) credentials represent the primary “second-chance” pathway to many careers or educational opportunities. This project uses current, representative data to assess whether, how,… 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 →
Disentangle the Curriculum and Structural Effects of Math Pathway Reforms: Evidence from Maryland Community College System
This study evaluates the impact of Maryland's Mathematics Reform Initiative (MMRI), which sought to improve student success in developmental and college-level math through comprehensive curriculum and structural reforms. Launched in 2015, the MMRI developed and implemented non-algebra math… more →
Investing in College Readiness: Societal Benefits and Costs of the El Dorado College Promise Program
A growing volume of research shows college promise programs increase the likelihood that students enroll in and complete college. Place-based promise programs provide a guaranteed college scholarship for students who attend a specified school district. We examine the societal benefits and costs… more →
A Family Affair: The Effects of College on Parent and Student Finances
Tags: College readinessPaying for college is often a family affair, with both parents and students contributing. We study the effects of college on family finances using administrative data on the universe of federal aid applicants in California linked to credit records. We provide the first comprehensive analysis of… more →
Improving College Readiness in Mathematics in the Context of a Comprehensive High School Reform
This mixed methods experimental study examined the impacts of the Early College High School model on students’ college readiness in mathematics measured by their success in college preparatory mathematics courses in the 9th through 11th grades, and disaggregated for academically prepared and… more →
Early Impacts of the FAFSA Requirement in Texas
In 2021−22, Texas implemented a policy requiring all public high school seniors to complete a financial aid application. This paper examines the early impacts of this requirement on Free Application for Federal Student Aid (FAFSA) completion rates and college enrollment using a difference-in-… more →
Curricular-Credential Decoupling: How Schools Respond to Career and Technical Education Policy
Topics: Policy, Politics, and GovernanceThis study examines College and Career Readiness (CCR) policy implementation through the lens of decoupling. We investigate how high schools have jointly implemented Career and Technical Education (CTE) and Industry-Based Certifications (IBCs), and whether there is evidence of curricular-… 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 →
Effects of Early College on Educational Attainment for All in Massachusetts
Topics: Policy, Politics, and GovernanceEvaluations of Early College, a type of intervention that enables simultaneous enrollment in secondary and post-secondary courses in the United States, consistently find positive effects on educational attainment across racial and socioeconomic groups.
Do Innovative Career Pathways in Massachusetts High Schools Promote Equitable Access to Higher Education?
Two persistent shortcomings of the American labor market are the wage gaps and unequal unemployment rates that exist between racial groups. More specifically, Black and Latinx high school graduates earn less and are more likely to be unemployed than their White counterparts, on average. Likewise… more →
Expanding School Counseling: The Impacts of California Funding Changes
Topics: Policy, Politics, and GovernanceCounselors are a common school resource for students navigating complicated and consequential education choices. However, most students have limited access to school counselors. We study one of the largest U.S. policies to increase access to school counselors - California's Supplemental School… more →
Are Community College Students Increasingly Choosing High-Paying Fields of Study? Evidence from Massachusetts
The labor-market payoff to workers with associate degrees in healthcare and STEM occupations is very high in Massachusetts. We examine whether this induced a growing proportion of students in MA community colleges (MACCs) to earn an associate degree (AD) in one of these fields. We do this by… more →