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GenAI Success Metrics: Look Beyond Reduced Workload

MIT Sloan Mgmt Review ·Vishal Shah, Andrenna Gibson, and Tanika Teagle. <p>Vishal Shah is dean of the Division of Math, Science, and Health Careers at the Community College of Philadelphia. Andrenna Gibson is an operational leader at the Community College of Philadelphia, respo ·08 July 2026

Matt Harrison Clough / Ikon Images The Research The authors performed a four-year, fixed-window observational analysis of administrative work inside a large U.S. public higher-education institution. Generative AI tools were introduced to executive leaders, operational leaders, and student-facing professionals throughou...

Matt Harrison Clough / Ikon Images The Research The authors performed a four-year, fixed-window observational analysis of administrative work inside a large U.S. public higher-education institution. Generative AI tools were introduced to executive leaders, operational leaders, and student-facing professionals throughout the organization in 2026. Staffing levels and work hours remained stable across the period studied. […]
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