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Making Civics Salient: Local Political Knowledge for Democratic Participation
Civic education can provide students with the knowledge, skills, and dispositions to become informed and engaged citizens. However, empirical research reveals that civics curricula have achieved limited or inconsistent success in meeting these democratic imperatives for young people in a pluralistic and multiracial United States. Drawing from scholarship on personal issue salience and local… more →
Selling Student Success: A Critical Analysis of Predictive Analytics Vendors in Higher Education
As predictive analytics become increasingly embedded in higher education, commercial vendors offering these tools play a growing role in shaping institutional decision making, particularly through identifying students deemed “at risk.” In this qualitative study, we analyzed 132 publicly available materials from 15 vendors to examine these companies’ marketing of predictive analytics. Drawing… more →
The Role of Course Delivery Modality in Dual Enrollment
Dual enrollment, or college courses offered in high school, can be delivered using a variety of modalities. Conducted in North Carolina, this study uses a statewide dataset to examine participation in and outcomes for three different delivery modalities for general academic courses and Career and Technical Education (CTE) dual enrollment courses: 1) on the college campus; 2) online; and 3) at… more →
Parental Health Behaviors Spill Over Through Peers to Shape Risk Environments and Adolescent Mental Health
I study whether peer-family health composition affects adolescent risk environments, school relationships, and mental health. Using nationally representative data from the China Education Panel Survey, I exploit quasi-random variation in the share of a student's middle school classmates whose parents report that they never smoke and never drink. A one-standard-deviation increase in exposure to… more →
Discipline Beyond Suspensions: Racial/Ethnic Disparities Across the Spectrum of Disciplinary Actions
Little research examines whether the alternatives to suspension reduce racial/ethnic discipline disparities. Using unusually rich administrative data from a large district in the South, we investigate how schools use a range of disciplinary actions and the racial/ethnic gaps in their use. School leaders may respond to discipline incidents with a variety of guidance-based and punitive actions,… more →
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates
A core goal of computational social science is to discover interpretable differences in how language varies across outcomes of interest, such as political affiliation or instructional quality. Recent LLM-based hypothesis generation methods describe such differences in natural language, but select for globally discriminative patterns without accounting for covariates — identified through… more →