14 citations · 14 across the 9 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…
The Paradox of Prioritization in Public Sector Algorithms
Erina Seh-Young Moon, Shion Guha
Public sector agencies perform the critical task of implementing the redistributive role of the State by acting as the leading provider of critical public services that many rely o…
"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…