Race, ethnicity, and education
Beyond School Police Officers: Racial/Ethnic Disparities in Exposure to a Fuller Range of School Disciplinary Personnel
Using data from the 2017–18 and 2020–21 Civil Rights Data Collection, we document dis-parities in exposure to disciplinary staff across US high schools and geographic levels. Black and Hispanic students are exposed to 1.1 and 0.8 more disciplinary personnel than White students, respectively,… more →
Pinpointing Persistence in Alternative STEM Pipelines: Evidence from a Novel Coding and Apprenticeship Program
The shortage of STEM workers, particularly in computer science, is compounded by the underrepresentation of women and certain minoritized racial/ethnic groups in these fields. Efforts to address worker shortages and broaden participation include improving traditional STEM education pathways and… more →
The Correlated Proxy Problem: Why Control Variables can Obscure the Contribution of Selection Processes to Group-Level Inequality
Topics: MethodsWhether selection processes contribute to group-level disparities or merely reflect pre-existing inequalities is an important societal question. In the context of observational data, researchers, concerned about omitted-variable bias, assess selection-contributing inequality via a kitchen-sink… more →
The (Conference) Room Where it Happens: Explaining Disproportional Representation in Gifted and Talented Education
The current study leveraged comprehensive data from a large school district to better understand the degree to which disproportional representation in gifted education can be explained by mean assessment score differences across racial and socioeconomic groups.
Measuring Conflict in Local Politics
Topics: Policy, Politics, and GovernanceMany of the most tangible and immediate political conflicts in American's lives occur at the local level. Yet, we lack large-scale evidence on how, why, and where conflict occurs in local governments. In this paper, we present a new dataset of nearly 100,000 videos of school board meetings, and… more →
Experimental Effects of “Opportunity Gap” and “Achievement Gap” Frames
Topics: Policy, Politics, and GovernanceRacial equity in education is often framed around “closing the achievement gap,” but many scholars argue this frame perpetuates deficit mindsets. The “opportunity gap” (OG) frame has been offered as an alternative to focus attention on structural injustices. In a preregistered survey experiment… more →
Does Course Structure Increase STEM Employment for Women and Underrepresented Minorities in Technology Training Programs? Evidence from LaunchCode
We examine three coding bootcamps offered by LaunchCode (LC101, Women+, and CodeCamp) to understand if tailored structures within coding bootcamp programs—designed for underrepresented groups in Science, Technology, Engineering, and Math (STEM)—lead to increased program persistence for women,… more →
Differential Responses to Teacher Evaluation Incentives: Expectancy, Race, Experience, and Task
Topics: Teacher and Leader DevelopmentTeacher evaluation systems and their associated incentives have produced fairly mixed results. Our analyses are motivated by theory and descriptive evidence that accountability systems are highly racialized, and that individuals are less likely to respond to incentives when they have low… more →
The Role of Comprehensive Student Support Interventions during School Turnaround
Topics: MethodsThe persistence of underperformance in schools within large urban districts remains a significant challenge in the U.S. K-12 education system. Education policymakers have enacted legislation aiming at improving these schools through ``turnaround'' initiatives. However, students attending… more →
Distance to Opportunity: Higher Education Deserts and College Enrollment Choices
We study how geographic access to public postsecondary institutions is associated with students’ college enrollment decisions across race and socioeconomic status. Leveraging rich administrative data, we first document substantial differences in students’ local college options, with White,… more →
I know my rights? Iowa Senate File 496, book bans, and the First and Fourteenth Amendments
Topics: Policy, Politics, and GovernanceThis instrumental case study explores 31 Iowan educators’ and board of education members’ perceptions of the ways the state’s book ban law, Senate File 496 influenced school information systems. Mathisen’s (2015) informational justice conceptual framework guided data analysis. The three key… more →
The Causes and Consequences of U.S. Teacher Strikes
Topics: Policy, Politics, and GovernanceThe U.S. has witnessed a resurgence of labor activism, with teachers at the forefront. We examine how teacher strikes affect compensation, working conditions, and productivity with an original dataset of 772 teacher strikes generating 48 million student days idle between 2007 and 2023. Using an… more →
The Racial Gap in Friendships Among High-Achieving Students
Topics: Student LearningHigh-achieving minority students have fewer friends than their majority counterparts. Exploring patterns of friendship formation in the Add Health data, we find strong racial homophily in friendship formations as well as strong achievement homophily within race. However, we find that achievement… more →
The Lasting Effects of the COVID-19 Pandemic on K-12 Schooling: Evidence from a Nationally Representative Teacher Survey
This paper reports findings from a nationally representative survey of K-12 teachers in May 2023 that examines the potential long-term impacts of COVID-19 on public schooling. The findings suggest fundamental ways in which school operations, instructional practice and parent-teacher interaction… more →
The Implications of Digital School Quality Information for Neighborhood and School Segregation: Evidence from a Natural Experiment in Los Angeles
Topics: Policy, Politics, and GovernanceA 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,… more →
(Dis)connection at Work: Racial Isolation, Teachers’ Job Experiences, and Teacher Turnover
Topics: Teacher and Leader DevelopmentTeachers of color often work in schools with few colleagues from the same racial or ethnic background. This racial isolation may affect their work experiences and important job outcomes, including retention. Using longitudinal administrative and survey data, we investigate the degree to which… more →
The Role of Emergency Financial Relief Funding in Improving Low-Income Students’ Academic and Financial Outcomes Across Demographic Characteristics
This quasi-experimental study examined the effectiveness of a one-time emergency financial relief program among Pell Grant eligible undergraduate students in Spring 2015 pursuing their first bachelor’s degree across academic and financial outcomes. The academic outcomes included retention to the… more →
How Teachers Learn Racial Competency: The Role of Peers and Contexts
Topics: Teacher and Leader DevelopmentThis paper investigates how teachers learn about race in the school context, with a particular focus on teachers’ development of racial competency. Using in-depth, semi-structured interviews we find that teachers learn through three sources: from their peers, from years of experience, and from… more →
Integrating Minorities in the Classroom: The Role of Students, Parents, and Teachers
Topics: Families and CommunitiesWe develop a multi-agent model of the education production function where investments of students, parents, and teachers are linked to the presence of minorities in the classroom. We then test the key implications of this model using rich survey data and a mandate to randomly assign students to… more →
Inequity and College Applications: Assessing Differences and Disparities in Letters of Recommendation from School Counselors with Natural Language Processing
Brian Heseung Kim, Julie J. Park, Pearl Lo, Dominique J. Baker, Nancy Wong, Stephanie Breen, Huong Truong, Jia Zheng, Kelly Ochs Rosinger, OiYan Poon.Letters of recommendation from school counselors are required to apply to many selective colleges and universities. Still, relatively little is known about how this non-standardized component may affect equity in admissions. We use cutting-edge natural language processing techniques to… more →