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NEW EdWorkingPapers
Under the Weather? Seasonal Effects of Temperature on Student Test Performance
As students are exposed to extreme temperatures with ever-increasing frequency, it is important to understand how such exposure affects student performance. Drawing on detailed Measures of Academic Progress (MAP) achievement data combined with high-resolution weather records, we estimate the effect of temperature on student test performance across a six-year period for students in Tulsa,… more →
What Drives Special Education Spending: Evidence from Texas School Districts
Special education finance systems rely on observable indicators such as disability classifications and educational placements to allocate resources, yet limited evidence exists regarding whether these indicators correspond to the expenditures districts incur serving students with disabilities. This study examines variation in special education spending across Texas public school districts… more →
When Youth Enter The Chat: An Epistemic Shift in the Validation of LLM-Based Measures of Student Talk
Large Language Models (LLMs) are being used increasingly to measure aspects of student discourse (e.g. talk moves, collaboration, equity of voice) at scale. Typically, LLM-based measures of student talk use transcriptions of classroom conversations that only include verbal contributions, which de-contextualize student language. Common practices for validating these measures include comparing… more →
Unpacking the Socioeconomic Status Gap in Exam-Based School Admissions
We analyze the large socioeconomic status (SES) gaps in public high school assignments in Mexico City, a centralized choice system with exam-based admissions. Using a rich structural model, decomposition, and simulations, we find that placement score differences explain 83% of the gap in assignment to elite schools, contrasted with preferences (6%) and location (5%). For less-preferred… more →
Expanded High-Speed Broadband Internet Access at Home and Student Achievement: Evidence from a Federal Subsidy Program
Policymakers have argued that expanding home broadband would improve educational outcomes. However, prior studies report mixed, null, or negative effects on achievement, with limited post-pandemic evidence. Using district-level achievement and enrollment data from a national broadband subsidy program serving 23 million low-income households, we examine whether increased uptake is associated… more →
What’s in Play: The Strategic and Symbolic Use of Racial Equity Frames When Racial Politics Shift
Shifting racial politics place substantial pressures on organizations to navigate whether and how to sustain DEI commitments. In this study, I examine how partnerships between public school districts and private school improvement organizations (SIOs) responded to shifting environmental pressures around racial equity in their espoused goals and practice over time. I found that organizations… more →
Policy and Practice Series
EdTalks
Centering Teachers in the AI Era
What happens when teachers are treated as professional decision-makers, not just end users of AI tools?
Weigh in: What’s on your mind regarding AI and the teaching profession? >>
We’ll soon record a conversation about the future of the teaching profession in an AI-enabled education system, grounded in two recent EdWorkingPapers.
Maya Kaul representing Landscape Analysis of the Teaching Profession
Dorottya Demszky representing Practitioner Voices Summit: How Teachers Evaluate AI Tools through Deliberative Sensemaking
Constance Lindsay, EdWorkingPapers Review Board member, facilitating the conversation