Search EdWorkingPapers

Markets (vouchers, choice, for-profits, vendors)

Displaying 1 - 10 of 66

Local Labor Market Alignment of Short-Term Certificate Programs

Short-term certificate (STC) programs at community colleges represent a longstanding policy priority to align accelerated postsecondary credentials with job opportunities in local labor markets. Despite large investments in developing STCs, little evidence exists about where and when STCs are opened and whether community colleges open new programs of study in coordination with labor market trends. Using public workforce and postsecondary data, I examine health and manufacturing STC program openings to understand alignment with labor market activity in related industries. I find that STCs are spatially aligned across labor markets within a state, but not necessarily temporally aligned with county-specific trends. One additional STC per college is associated with labor markets that had 2-3 percentage points more total employment and new hires in related industries. Large launches of clustered STC programs occurred before periods of growth in health employment but declines in manufacturing. Large launches preceded earnings growth of 2-5 percentage points in both sectors.

More →


Charter School Expansion, Catholic School Enrollment, & the Equity Implications of School Choice

Catholic schools have seen more than a 30% decline in enrollment over the past 20 years. While some of the decline in enrollment may have been spurred by secular trends or the Church abuse scandal, the increase in schools of choice, principally public charter schools, may explain at least some of this decline. In this paper we estimate the effect of the opening of charter schools in proximity to Catholic schools across the entire U.S. We find that the opening of a nearby charter school has a negative impact on Catholic school enrollment and increases the likelihood that the school will close. We also find that charter openings induce greater racial isolation. Findings are especially pronounced in K8 schools, rather than high schools.

More →


Spillover Effects of Specialized High Schools

Specialized high schools are an increasingly popular way to prepare young adults for postsecondary experiences and expand school choice. While much literature ex- amines charter school spillover effects and the effects of specialized schools on the students who attend them, little is known about the spillover effects of specialized high schools on traditional public schools (TPS). Using an event study design, we show that one type of specialized high school, North Carolina’s Cooperative Innovative High Schools, initially attracted students who were higher achieving and more likely to be white than TPS students, but these specialized schools became more representative of the district population over time. On average, the opening of specialized schools had a mix of null and positive spillover effects on TPS student achievement. While there is some evidence of negative spillovers from the first schools that opened, the effects become more positive over time.

More →


The Implications of Digital School Quality Information for Neighborhood and School Segregation: Evidence from a Natural Experiment in Los Angeles

A digital information explosion has transformed cities’ residential and educational markets in ways that are still being uncovered. Although urban stratification scholars have increasingly scrutinized whether emerging digital platforms disrupt or reproduce longstanding segregation patterns, direct links between one theoretically important form of digital information– school quality data– and neighborhood and school segregation are rarely drawn. To clarify these dynamics, we leverage an exogenous digital information shock, in which the Los Angeles Times’ website revealed measures of a particularly important school quality proxy– schools’ value-added effectiveness– for nearly all elementary schools in the Los Angeles Unified School District. Results suggest that although the information shock had no detectable effects on residential sorting or neighborhood racial segregation, it did exert modest effects on school sorting—particularly for Latino and Asian students— albeit not in ways that materially diminished school racial segregation because the racial compositions of high- and low value-added schools were broadly similar both before and after the information shock. We conclude that the urban stratification implications of digital information may be more nuanced than often appreciated, with effects shaped by racial heterogeneity in both constraints and preferences vis-à-vis specific types of information and operating through mechanisms beyond residential segregation.

More →


Failing to Learn from Failure: The Facade of Online Credit Recovery Assessments

Online credit recovery (OCR) courses are the most common means through which students retake courses required for high school graduation. Yet a growing body of research has raised concerns regarding student learning in these courses, with low quality assessments posited as one contributing factor. To address this concern, we reviewed every assessment item from a widely used OCR Algebra 1 course. We also examined pathways for passing the course mastery tests without learning content. In addition, we identified if and how states regulate OCR. We found OCR assessments as executed lacked rigor and validity. We offer recommendations to improve rigor, close pathways that call into question the validity of results, strengthen implementation procedures, and increase state-level oversight of providers.

More →


How do hybrid school leaders measure program success? Experimental evidence from a national sample of hybrid schools

Hybrid school enrollments are trending up and many parents express a diverse range of reasons for enrolling their children in hybrid schools. Yet little is known about the pedagogical goals pursued by hybrid schools. We aim to help close this gap in the literature with a stated preferences experiment of hybrid school leaders’ perceptions of program success. Sixty-three school leaders participated in a survey experiment in which we randomly assigned attributes to hypothetical programs and asked school leaders to identify the most successful program. We find that hybrid school leaders consider a broad range of student outcomes when evaluating program success, including labor market outcomes, civic outcomes, and family life. Students’ religious observance produced the largest effect sizes, a reasonable finding considering that roughly two-thirds of the schools represented in our sample have some religious affiliation. We do not find evidence that test score outcomes and higher education matriculation contribute meaningfully to perceived success.

More →


Kumon In: The Recent, Rapid Rise of Private Tutoring Centers

The increasing prevalence of private tutoring has received minimal scholarly attention in the United States. We use over 25 years of geocoded data on the universe of U.S. private tutoring centers to estimate the size and growth of this industry and to identify predictors of tutoring center locations. We document four important facts. First, from 1997 to 2022, the number of private tutoring centers more than tripled, from about 3,000 to 10,000, with steady growth through 2015 before a more recent plateau. Second, the number and growth of private tutoring centers is heavily concentrated in geographic areas with high income and parental education. More than half of tutoring centers are in areas in the top quintile of income. Third, even conditional on income and parental education, private tutoring centers tend to locate in areas with many Asian American families, suggesting important differences by ethnic or cultural identity in demand for such services. Fourth, we see only marginal evidence that prevalence of private tutoring centers is related to the structure of K-12 school markets, including the prevalence of private schools and charter or magnet school options. The rapid rise in high-income families’ demand for this form of private educational investment mimics phenomena observed in other spheres of education and family life, with potentially important implications for inequality in student outcomes.

More →


The Effect of Taxpayer-Funded Education Savings Accounts on Private School Tuition: Evidence from Iowa

Does state implementation of Education Savings Accounts (ESAs), which are voucher-like taxpayer-funded subsidies for children to attend private schools, increase tuition prices? We analyze a novel longitudinal dataset for all private schools in Iowa and Nebraska, neighboring states that adopted ESAs in the same legislative session, with Iowa’s implementation beginning first. By leveraging state and grade-level variation in eligibility, we provide new causal evidence that ESAs led Iowa private schools to increase tuition. Increases varied by the percentage of the grade eligible for ESAs. When eligibility was universal (kindergarten), private schools increased prices 21-25%, compared with 10-16% in grades with partial eligibility. In contrast, private schools did not increase tuition in pre-K, which was ineligible for ESAs. If a goal of ESAs is to extend private school access to new families, the substantial tuition increases they produce may limit access.

More →


Constrained Agency and the Architecture of Educational Choice: Evidence from New York City

Many school districts consider family preferences in allocating students to schools. In theory, this approach provides traditionally disadvantaged families greater access to high-quality schools by weakening the link between residential location and school assignment. We leverage data on the school choices made by over 233,000 New York City families to examine the extent to which the city’s school choice system fulfills this promise. We find that over-subscribed and high-quality schools enroll smaller proportions of students from traditionally disadvantaged families. We explore three mechanisms to explain this inequitable distribution: application timing, neighborhood stratification, and the architecture of the choice process itself. We find that all three mechanisms have a disequalizing influence and propose several policy shifts to address this inequality.

More →


Competitive Effects of Charter Schools

Using a rich dataset that merges student-level school records with birth records, and leveraging three alternative identification strategies, we explore how increase in access to charter schools in twelve districts in Florida affects students remaining in traditional public schools (TPS). We consistently find that competition stemming from the opening of new charter schools improves reading—but not math—performance and it also decreases absenteeism of students who remain in the TPS. Results are modest in magnitude.

More →