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Umut Özek
A Global Regression Discontinuity Design: Theory and Application to Grade Retention Policies
Topics: MethodsWe use a marginal treatment effect (MTE) representation of a fuzzy regression discontinuity setting to propose a novel estimation approach. The estimator can be thought of as extrapolating a traditional fuzzy regression discontinuity estimate or as an observational study that adjusts for… 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 →
Does One Plus One Always Equal Two? Examining Complementarities in Educational Interventions
Topics: MethodsTags: Assessment, EfficacyPublic policies targeting individuals based on need often impose disproportionate burden on communities that lack the resources to implement these policies effectively. In an elementary school setting, I examine whether community-level interventions focusing on similar needs and providing… more →
Educational Spillover Effects of New English Learners in a New Destination State
Topics: Student LearningThe number of English learners enrolled in public schools has grown substantially in the United States over the past two decades. The growth is especially large in states in the South and Midwest that have not been traditional destinations for recent immigrants. In this study, we examine the… more →
Sibling Spillovers May Enhance the Efficacy of Targeted School Policies
Topics: Student LearningTags:Public policies often target individuals but within-family externalities of such interventions are understudied. Using a regression discontinuity design, we document how a third grade retention policy affects both the target children and their younger siblings. The policy improves test scores of… more →
The Effects of Middle School Remediation on Postsecondary Success: Regression Discontinuity Evidence from Florida
Topics: Student LearningHigh school graduation rates in the United States are at an all-time high, yet many of these graduates are deemed not ready for postsecondary coursework when they enter college. This study examines the short-, medium-, and long-term effects of remedial courses in middle school using a regression… more →
Diversity in Schools: Immigrants and the Educational Performance of U.S. Born Students
Topics: Student LearningWe study the effect of exposure to immigrants on the educational outcomes of US-born students, using a unique dataset combining population-level birth and school records from Florida. This research question is complicated by substantial school selection of US-born students, especially among… more →
Examining the Educational Spillover Effects of Severe Natural Disasters: The Case of Hurricane Maria
Topics: Student Well-BeingThis study examines the effects of internal migration driven by severe natural disasters on host communities, and the mechanisms behind these effects, using the large influx of migrants into Florida public schools after Hurricane Maria. I find adverse effects of the influx in the first year on… more →