Muhammad Zeeshan Mirza

The Paywall Divide: Premium AI Subscription as an Overlooked Equity Variable in Higher Education AI Research

Purpose – University AI-adoption research has extensively studied whether students use AI, but rarely how they pay for it. This paper argues that premium AI subscription status is an overlooked equity variable in higher-education AI research andproposes a research design to test...