1. Using artificial intelligence to assess personal qualities in college admissions.
- Author
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Lira, Benjamin, Gardner, Margo, Quirk, Abigail, Stone, Cathlyn, Rao, Arjun, Ungar, Lyle, Hutt, Stephen, Hickman, Louis, D'Mello, Sidney K., and Duckworth, Angela L.
- Subjects
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ARTIFICIAL intelligence , *UNIVERSITY & college admission , *NATURAL language processing , *MACHINE learning , *LANGUAGE models - Abstract
The article focuses on using artificial intelligence (AI) to assess personal qualities in college admissions, addressing concerns about the opaque and resource-intensive nature of holistic assessment. Topics include the development of AI models to evaluate seven personal qualities, alignment with stakeholder objectives, and equity considerations and the study demonstrates that AI-generated scores for personal qualities exhibit incremental validity in predicting 6-year college graduation.
- Published
- 2023
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