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Student supports
Success Begets Success: The Dynamic Treatment Effects of Financial Aid Tournaments
Financial aid programs in higher education vary widely in design, including how aid is structured and the timing of provision. This paper studies the impact of financial aid provided as a repeated tournament and its dynamic treatment effects. Pooling administrative data that captures 32% of all… more →
The Effect of School-Based Health Centers on Adolescent Mental Health and Behavior
Topics: Student Well-BeingAdolescent mental health has experienced significant declines in the past decade, yet take-up of mental health services has remained low among adolescents. This paper examines whether localized access to mental health services has meaningful impacts on adolescent mental health and behavior. I… more →
Homelessness and Student Outcomes by Gender, Race/Ethnicity, and School Level
Topics: Student Well-BeingA substantial number of U.S. students experience homelessness, yet our understanding of how homelessness shapes student outcomes is limited. We use seven years of longitudinal data on Indiana students in kindergarten through eighth grade, including more than 40,000 students who experienced… more →
The Politics of Administrative Ease: Public Access to Local Special Education Information
Topics: Policy, Politics, and GovernanceWhat political and administrative resources contribute to the realization of rights in the United States? We examine this puzzle in the context of rights to education for students with disabilities by measuring the administrative ease of accessing local special education information: the extent… more →
Title I and IDEA as Complementary Federal Responses: Distinguishing Opportunity-Mediated and Opportunity-Independent Underachievement
Topics: Policy, Politics, and GovernanceTitle I and IDEA are complementary federal responses to different sources of low achievement. Title I targets opportunity-mediated underachievement, while IDEA targets persistent underachievement for which deficits in ordinary educational opportunity are not the primary explanation. A simple… more →
The Expansion of Alternative Schools: Impact of Schools Targeting Lower Performing Students
Despite rising high school graduation rates in the US, a substantial portion of students do not obtain a high school degree. Alternative schools have emerged as a potential solution offering opportunities for credit recovery and flexible scheduling. Using variation in the timing and proximity of… more →
Unpacking the Long-Term Impact of Holistic Supports for Community College Students
Tags: Higher education, Student supportsThis paper presents longer-term findings from a randomized controlled trial of One Million Degrees (OMD), a comprehensive support program for community college students in the Chicago metro area that provides financial, academic, personal, and professional assistance. Results from an initial… more →
Scaling student support with conversational artificial intelligence
Topics: Student Well-BeingAI-enabled chatbots are increasingly used to support student success, yet evidence on their long-term sustainability and impacts remains limited. We examine the implementation of an AI-enabled text-messaging chatbot at a large, urban public university. Drawing on system observation, discussions… more →
The Causal Effects of Federal Work-Study Offers on College Enrollment and Program Participation
Tags: Higher education, Student supportsFederal Work-Study (FWS) is a distinctive type of financial aid, originally intended to both reduce financial constraints and improve access to career-relevant job opportunities. Prior research on FWS has primarily focused on post-enrollment, post-program-participation outcomes, leaving… more →
Fast Track to Success? A Mixed Methods Evaluation of Condensed Course Formats at Tennessee Community Colleges
Kaylee T. Matheny, Madison Dell, Gus Gluek, Rachel Baker, Eric Bettinger, Alex Monday, Hidahis Mesa.As colleges face increasing pressure to improve student outcomes, one solution gaining traction is the adoption of condensed courses (i.e., shortened academic terms). We employ quasi-experimental methods to estimate the effect of enrolling in a condensed course on course- and student-level… more →
Beyond the One-Teacher Model: Experimental Evidence on Using Embedded Paraprofessionals as Personalized Instructors
Topics: Student LearningUsing embedded paraprofessionals to provide personalized instruction is a promising model for differentiating instruction within the classroom. This study examines two randomized controlled trials of paraprofessional-led tutoring in early-grade math and literacy. However, intent-to-treat (ITT)… more →
Behind the Scenes: Faculty-Staff Collaboration in a Student Success Effort
Interventions to improve postsecondary student success often involve supports that are external to the college classroom, although there is growing evidence that faculty involvement in interventions can improve student outcomes. This paper explores the challenges that arise when faculty and… more →
The impact of increasing school resources on peer victimization: Evidence from targeted funding on low-income families in Chile
Topics: Policy, Politics, and GovernanceWhile a large body of literature has examined the impact of school spending on academic outcomes, far less is known about its effect on students’ socioemotional development and school experiences. This study contributes to narrowing this gap by evaluating the impact of a nationwide school… more →
Comparative Cost Analyses of Community College Student Success Initiatives
Limited resources hinder completion and exacerbate inequality in community colleges. Existing research identifies strategies that raise outcomes but leaves policymakers and campus leaders asking, “What do these interventions really cost—and can we afford it?” I answer these questions by… more →
Reclassifying English Learners
Topics: Student LearningMost English learners (ELs) eventually gain sufficient English proficiency to be reclassified and receive instruction without linguistic supports. Though well-identified, prior regression discontinuity estimates for the effect of reclassification are estimated too imprecisely to detect policy-… more →
The Net Benefits of Raising Bachelor’s Degree Completion through the City University of New York ACE Program
Judith Scott-Clayton, Irwin Garfinkel, Elizabeth Ananat, Sophie Collyer, Robert Paul Hartley, Anastasia Koutavas, Buyi Wang, Christopher Wimer.In 2015, the City University of New York (CUNY) launched a new program— Accelerate, Complete, and Engage (ACE)—aimed at improving college graduation rates. A randomized-control evaluation of the program found a nearly 12 percentage point increase in graduation five years after college entry.… 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 Impacts of Grade Retention Policy With Minimal Retention
Topics: Student LearningState laws that mandate in-grade retention for struggling readers are widespread in the U.S., covering 34% of public-school third graders in 2023-24. This study investigates the impacts of Michigan’s third-grade reading law on subsequent test scores and school progress outcomes for the 2020-21… more →
The “Work” of Mobilizing, Advocating, and Organizing for Care in The School District Central Office
Topics: Student Well-BeingThis paper presents a case study of a caring school district located in a farmworker community composed largely of Latinx families. I examine how central office leaders create or maintain care supports under crisis conditions. Findings suggest that district-level care was multidimensional and… more →
Educator Attention: How computational tools can systematically identify the distribution of a key resource for students
Topics: MethodsEducator attention is critical for student success, yet how educators distribute their attention across students remains poorly understood due to data and methodological constraints. This study presents the first large-scale computational analysis of educator attention patterns, leveraging over… more →