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NEW EdWorkingPapers
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 →
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 →
Measuring Academic Behaviors at Scale: Developing Longitudinal Measures of “Noncognitive” Skills Using Administrative Data and Examining Predictive Validity
Academic behaviors, as reflected in administrative indicators such as attendance and suspensions, are widely used in education research. However, limited guidance exists on how to measure them longitudinally and at scale. Using longitudinal data from Boston Public Schools students followed from kindergarten through high school (N = 12,232), we compare grade-specific point-in-time indicators… more →
The Chronic(les) of Absenteeism Measurement: Unpacking the Many Measures of Attendance and Evidence for a Lower Chronic Absenteeism Threshold
This study investigates how absenteeism can be more rigorously measured as an early warning indicator of future academic risk.
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 →
Unpacking Racial Disparities in School Spending: Why “progressiveness” and “comparability” are not enough
Studies of racial and economic disparities in school funding typically rely on simple spending comparisons or "progressiveness" measures that ignore variation in the cost of achieving common educational outcomes. This article argues that such approaches essentially ignore how much it costs schools in order to provide students with an adequate opportunity to learn. Simplistic spending measures… 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