I speak about the systems behind educational improvement: how we measure implementation, make administrative data usable, and design fairer ways to learn from writing and student choices. This page collects delivered talks with a public, attributable resource.

Slide files appear here only after accuracy, rights, and collaborator review. A conference listing alone is not treated as permission to post a deck.

HCI International · 2025

Engineering Data-Informed Approaches to High-Dosage Tutoring at Scale

Gothenburg, Sweden · with Kimberly Ueyama

A practical architecture for making tutoring data comparable across schools, providers, and platforms—and useful for continuous improvement.

Published chapter → · Research note →

Open Education Conference · 2024

Accountability Through Open Data Protocols

Providence, Rhode Island · with Nicole Carmichael, Spencer Ellis, Zhanying Zong, Sherine Tambyraja, and Amy Counts

Lessons from five state tutoring systems on turning shared definitions and open protocols into usable implementation evidence.

Research note →

Selected earlier talks

American Educational Research Association · 2023

How Do Alumni Perceive Their College Education?

Chicago, Illinois · with Anne Ruggles Gere, Andrew Moos, Kelly D. Hartwell, Andrew Appleton-Pine, Kathryn van Zanen, and collaborators

What more than 500 graduates say college changed—and why writing gives researchers a richer view of educational outcomes.

Published article → · Research note →

American Educational Research Association · 2022

Who Follows Placement Recommendations?

San Diego, California · with Amanda Paulson, Michael Ion, and Mary Frisby

A causal and equity-focused study of what happens when writing-course placement recommendations are advisory rather than binding.

Causal analysis → · Equity analysis →

Society for Eighteenth-Century Studies · 2017

Built by Association: Perceived Preceptors in Northanger Abbey

Salt Lake City, Utah

How Austen’s narrative perspective shapes the teachers readers imagine for Catherine Morland—and the interpretations that follow.

Published article → · Research note →

A note on revisions

If an accuracy review materially changes a delivered analysis, I withdraw the old public artifact while the corrected version is under review. That is why some presentations listed in my CV do not yet have slides here.

For the fuller scholarly record, see Google Scholar or ORCID.