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Race, ethnicity, and education
How Did It Get This Way? Disentangling the Sources of Teacher Quality Gaps Through Agent-Based Modeling
We use publicly available, longitudinal data from Washington state to study the extent to which three interrelated processes—teacher attrition from the state teaching workforce, teacher mobility between teaching positions, and teacher hiring for open positions—contribute to “teacher quality gaps… more →
Leaving to Fit In: School Leadership, Peer Teacher Relationships, and Turnover Among Teachers of Color in New York City
Disparate turnover among teachers of color remains a persistent educational challenge, yet little research explores the link between school leadership, peer teaching staff, and turnover disparities. This study explores whether principal and peer teacher demographics predict teacher turnover in… more →
How to “QuantCrit:” Practices and Questions for Education Data Researchers and Users
Topics: Methods‘QuantCrit’ (Quantitative Critical Race Theory) is a rapidly developing approach that seeks to challenge and improve the use of statistical data in social research by applying the insights of Critical Race Theory. As originally formulated, QuantCrit rests on five principles; 1) the centrality of… more →
Understanding Newcomer English Learner Students’ English Language Development: Comparisons and Predictors
Topics: Student LearningAn important subgroup of English learner-classified (EL) students immigrate to the U.S., entering U.S. schools upon their arrival. Using growth models and statewide data, this study asks first, how newcomers’ English proficiency status and growth compare to those of non-newcomer EL students; and… more →
From Interest to Entry: The Teacher Pipeline From College Application to Initial Employment
Strengthening teacher supply is a key policy objective for K–12 public education, but understanding of the early teacher pipeline remains limited. We leverage the universe of applications to a large public university in Texas from 2009–2020 to examine the pipeline into teacher education and… more →
The Long-Run Impacts of Mexican-American School Desegregation
Topics: Policy, Politics, and GovernanceWe present the first quantitative analysis of the impact of ending de jure segregation of Mexican-American school children in the United States by examining the effects of the 1947 Mendez v. Westminster court decision on long-run educational attainment for Hispanics and non-Hispanic whites in… more →
Relaxing Electoral Constraints in Local Education Funding
Topics: Policy, Politics, and GovernanceWe study a California policy that loosened constraints on some local governments by lowering the share of votes required to pass school capital improvement bond referendums. We show that the policy change yielded larger tax proposals that received less support from voters, yet led to a doubling… more →
The Role of Student Beliefs in Dual-Enrollment Courses
Dual-enrollment courses are theorized to promote students' preparedness for college in part by bolstering their beneficial beliefs, such as academic self-efficacy, educational expectations, and sense of college belonging. These beliefs may also shape students' experiences and outcomes in dual-… more →
Typologizing Teacher Practice: How Teachers Integrate Culturally Responsive, Ambitious, and Traditional Teaching Approaches
.Topics: Teacher and Leader DevelopmentAs states and districts expand their goals for equitable mathematics instruction to focus on cultural responsiveness and rigor, it is critical to understand how teachers integrate multiple teaching approaches. Drawing on survey data from a larger study of professional learning, we use mixture… more →
College Major Restrictions and Student Stratification
Underrepresented minority (URM) college students have been steadily earning degrees in relatively less-lucrative fields of study since the mid-1990s. A decomposition reveals that this widening gap is principally explained by rising stratification at public research universities, many of which… more →
Why Black Teachers Matter
Topics: Teacher and Leader DevelopmentBlack teachers are critical resources for our children and schools.
The ‘Good’ Schools: Academic Performance Data, School Choice, and Segregation
Topics: School ChoiceWe examine the effects of disseminating academic performance data—either status, growth, or both—on parents’ school choices and their implications for racial, ethnic, and economic segregation. We conduct an online survey experiment featuring a nationally representative sample of parents and… more →
The Effects of Student-Teacher Ethnoracial Matching on Exclusionary Discipline for Asian American, Black, and Latinx Students: Evidence From New York City
Topics: Student Well-BeingAlthough Black and Latinx students disproportionately face exclusionary school discipline, prior research finds that the likelihood of suspension for Black students decreases when they are taught by greater proportions of Black teachers. Little prior work, however, has examined whether these… more →
Who’s Left Out of Learning? Racial Disparities in Teachers’ Reports of Exclusionary Discipline Strategies Beyond Suspensions and Expulsions
Topics: Student Well-BeingWe documented (1) the use of strategies, beyond suspensions and expulsions, that exclude young students from learning opportunities and (2) how teacher-reported use of these strategies varied according to student racial/ethnic composition. In a sample of 2,053 teachers and 40,771 kindergarten… more →
Digital redlining: the relevance of 20th century housing policy to 21st century broadband access and education
Topics: Families and CommunitiesBroadband is not equally accessible among students despite its increasing importance to education. We investigate the relationship between broadband and housing policy by joining two measures of broadband access with Depression-era redlining maps that classified neighborhoods based in part on… more →
A Classroom Observer Like Me: The Effects of Race-congruence and Gender-congruence Between Teachers and Raters on Observation Scores
State and local education agencies across the country are prioritizing the goal of diversifying the teacher workforce. To further understand the challenges of diversifying the teacher pipeline, I investigate race and gender dynamics between teachers and school-based administrators, who are key… more →
What we teach about race and gender: Representation in images and text of children’s books
Topics: Policy, Politics, and GovernanceBooks shape how children learn about society and norms, in part through representation of different characters. We introduce new artificial intelligence methods for systematically converting images into data and apply them, along with text analysis methods, to measure the representation of skin… more →
Desegregated but still separated? The impact of school integration on student suspensions and special education classification
Topics: Student Well-BeingIn this paper I study the impact of court-mandated school desegregation by race on student suspensions and special education classification. Simple descriptive statistics using student enrollment and outcome data collected from the largest school districts across the country in the 1970s and… more →
White Advantage in Teacher Assignment
Using detailed classroom-level data for North Carolina, we build on previous research to examine racial gaps in access to high-quality teachers. We calculate the exposure of White, Black and Hispanic students to teachers with various characteristics in 4th grade, 7th grade math and English, and… more →
Disappearing Diversity and the Probability of Hiring a Nonwhite Teacher: Evidence from Texas
This study investigates whether a principal’s likelihood of hiring a teacher of color is sensitive to the racial composition of students in the school. We used an administrative dataset from Texas including 59,157 principal observations and 662,997 teacher observations spanning 2000 to 2017 in… more →