Context.

This research sits within my wider interest in how educational institutions respond to AI through assessment, leadership, and governance.

My contribution.

  • Build survey and consent instruments in Qualtrics.
  • Prepare site-specific versions and support pilot testing.
QualtricsSurvey developmentConsent instrumentsPilot testing

Outputs & communication.

This project is ongoing. This page describes my research contribution; findings are not presented here.

Connect about this work.

I welcome conversations about related educational questions and research methods.

Get in touch ↗