31 citations · 45 across the 7 of their papers we have counts for
5 papers · 1 filter
Fairness Theatre: Evaluating Post-Hoc Fairness Interventions in Vendor-Controlled Early Warning Systems
Kelly McConvey, Angelina Zhai, Rebecca Li +1
Public institutions increasingly procure AI systems whose design they cannot inspect or change. In higher education, proprietary Early Warning Systems (EWS) leave colleges with few…
A Sociotechnical Review of Algorithms in Health Systems: Technical, Cost, and Human-Centered Considerations
Victoria Chui, Kelly McConvey, Shion Guha
Artificial intelligence (AI) applications in healthcare are becoming increasingly prevalent, to assist health systems, providers, and patients with tasks such as decision-making, r…
Embedded Human-Centered Data Science in a Graduate Programming Course: A Framework and Case Study
Victoria Chui, Kelly McConvey, Daniel Chui +2
As AI and data-driven systems pervade practice, there is an imperative for instructors to embed societal impact and ethics content into computing courses. In response, we present t…
"This is not a data problem": Algorithms and Power in Public Higher Education in Canada
Kelly McConvey, Shion Guha
Algorithmic decision-making is increasingly being adopted across public higher education. The expansion of data-driven practices by post-secondary institutions has occurred in para…
A Human-Centered Review of Algorithms in Decision-Making in Higher Education
Kelly McConvey, Shion Guha, Anastasia Kuzminykh
The use of algorithms for decision-making in higher education is steadily growing, promising cost-savings to institutions and personalized service for students but also raising eth…