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Race, ethnicity, and education
Are Algorithms Biased in Education? Exploring Racial Bias in Predicting Community College Student Success
Predictive analytics are increasingly pervasive in higher education. However, algorithmic bias has the potential to reinforce racial inequities in postsecondary success. We provide a comprehensive and translational investigation of algorithmic bias in two separate prediction models -- one… more →
“All Students Matter:” The Place of Race in Discourse on Student Debt in a Federal Higher Education Policymaking Process
Topics: Policy, Politics, and GovernanceWe used Critical Discourse Analysis to examine the racial discourse within recent attempts to reauthorize the Higher Education Act. Specifically, we interrogated congressional markup hearings to understand how members frame student debt and the racialized dynamics embedded within. Our findings… more →
Advancing a Framework of Racialized Administrative Burdens in Higher Education Policy
Topics: Policy, Politics, and GovernanceMany policies in higher education are intended to improve college access and degree completion, yet often those policies fall short of their aims by making it difficult for prospective or current college students to access benefits for which they are eligible. Barriers that inhibit access to… more →
The Impacts and Experiences of Corequisite Remediation for Latinx Students
Colleges across the United States are now placing most or all students directly into college-level courses and providing supplementary, aligned academic support alongside the courses, also known as “corequisite remediation.” Developmental education reforms like corequisite remediation could… more →
Who’s Matched Up? Access to Same-Race Instructors in Higher Education
Despite consistent evidence on the benefits of same-race instructor matching in K-12 settings and developing work in higher education, research has yet to conceptualize and document the incidence of same-race matching. That is, even if same-race matching produces positive effects, how likely are… more →
Separate, but Better? Measuring School Spending Progressivity and its Association with School Segregation
Recent public discussions and legal decisions suggest that school segregation will remain persistent in the United States, but increased transparency may help monitor spending across schools. These circumstances revive an old question: is it possible to achieve an educational system that is… more →
Underrepresented Minority Students in College: The Role of Classmates
The role of racial diversity at college campuses has been debated for over a half a century with limited quasi-experimental evidence from classrooms. To fill this void, I estimate the extent that classmate racial compositions affect Hispanic and African-American students at a large and over-… more →
Variation in broadband access among undergraduate populations across the United States
Topics: Families and CommunitiesIncreasing numbers of students require internet access to pursue their undergraduate degrees, yet broadband access remains inequitable across student populations. Furthermore, surveys that currently show differences in access by student demographics or location typically do so at high levels of… more →
Who refers whom? The effects of teacher characteristics on disciplinary office referrals
Topics: Student Well-BeingTeachers affect a wide range of students’ educational and social outcomes, but how they contribute to students’ involvement in school discipline is less understood. We estimate the impact of teacher demographics and other observed qualifications on students’ likelihood of receiving a… more →
The Role of School Context in Explaining Racial Disproportionality in Special Education
Topics: Student LearningThere has been an explosion of research on racial disproportionality in special education. Some recent research shifts the focus from the role of student characteristics alone to inquire whether school context moderates findings (e.g., is a Black student less likely than a White student to… more →
School Segregation, Teacher Sorting, and the Distribution of Teachers
Topics: Policy, Politics, and GovernanceThe distribution of teaching effectiveness across schools is fundamental to understanding how schools can address disparities in educational outcomes. Research and policy have recognized the importance of teaching effectiveness for decades. Five stylized facts predict that teachers should be… more →
They Only Hate the Term: Explaining Opposition to History Curriculum Policy and Critical Race Theory
Topics: Policy, Politics, and GovernanceThe George Floyd Protests of the Summer of 2020 initiated public conversations around the need for antiracist teaching. Yet, over time the discussion evolved into policy debates around the use of Critical Race Theory in civics courses. The rapid transition masked the fact that we know little… more →
The politics of progressivity: Court-ordered reforms, racial difference, and school finance fairness
Topics: Policy, Politics, and GovernanceThis paper contributes to our understanding of American education politics by exploring when and why states redistribute K-12 education dollars to poorer schools. It does so by examining three explanations for intra-state changes in progressivity: court-ordered finance reforms, political trends… more →
Replicating and Extending Effects of “Achievement Gap” Discourse
Topics: Student Well-BeingScholars argue the “racial achievement gap” frame perpetuates deficit mindsets. Previously, we found teachers gave lower priority to racial equity when disparities were framed as “achievement gaps” versus “inequality in educational outcomes.” In this brief, we analyze data from two survey… more →
Troublemakers? The Role of Frequent Teacher Referrers in Expanding Racial Disciplinary Disproportionalities
Topics: Student Well-BeingTeachers’ sense-making of student behavior determines whether students get in trouble and are formally disciplined.
The Impact of COVID-19 on Community College Enrollment and Student Success: Evidence from California Administrative Data
This paper examines how the pandemic impacted the enrollment patterns, fields of study, and academic outcomes of students in the California Community College System, the largest higher-education system in the country. Enrollment dropped precipitously during the pandemic – the total number of… more →
Latinx Community College Students Experiencing Financial Aid Income Verification: A Critical Race Analysis
Every year millions of students seeking access to federal financial aid complete the Free Application for Federal Student Aid (FAFSA) application which grants an estimated $234 billion in federal aid in the 2020-21 academic year. Upon receiving students’ FAFSA, the U.S. Department of Education… more →
Racial Category Usage in Education Research: Examining the Publications from AERA Journals
Topics: MethodsHow scholars name different racial groups has powerful salience for understanding what researchers study. We explored how education researchers used racial terminology in recently published, high-profile, peer-reviewed studies. Our sample included all original empirical studies published in the… more →
Native Flight Responses to Immigration: Evidence from K-12 School Enrollments
Topics: Families and CommunitiesOver the past few decades, the U.S. has received a consistent and increasing influx of immigrants into the nation. Immigration poses challenges relating to diversity, inclusion and cohesion in education systems, including K-12 education. In the context of immigration, the theory of native flight… more →
When expectation isn’t reality: Racial disparities in overestimation and STEM attrition among first-year students in college
Existing research indicates that racially minoritized students with similar academic preparation are less likely than their represented peers to persist in STEM, raising the question of factors that may contribute to racial disparities in STEM participation beyond academic preparation. We extend… more →