Open Access Repository

Project Resources

Access our full research outputs, training curricula, methodological instruments, and codebases. All materials are provided to support further research into AI education equity.

Research Reports

Final Project Report (2026)

The complete findings from our mixed-methods study, including the full literature review, data scraping analysis, and qualitative themes.

PDF • 4.2 MB

Executive Summary

A concise summary of key barriers and policy recommendations for HEI stakeholders.

PDF • 1.5 MB

Training Materials

Course Syllabus

Full breakdown of "Getting Started in AI", covering ML foundations and Python labs.

Download DOCX

Promotional Flyer

The recruitment flyer used to advertise the course and research study to undergraduates.

Download PDF

Lecture Slides

Slide decks for Session 1 (Foundations) and Session 2 (Coding Lab).

Download PPTX

Methodology Toolkit

Pre-Training Survey Instrument

Includes AILIT-S items and demographic questions.

Interview Topic Guide

Semi-structured protocol for 45-60 minute depth interviews.

Participant Info Sheet & Consent Form

Ethical approval documentation (REC Ref: 2026-29619).

Code & Data

Research Code Repository

Access the Python scripts used for our NLP analysis of 2,643 PhD listings, including the N-Gram generation pipeline and data cleaning utilities.

View on GitHub Download .ZIP