Essay

Critique of a University's Predictive Model Policy

A university administration is considering a new policy to identify incoming students who are 'at-risk' of poor academic performance. Their plan is to use only two data points: the student's final high school grade point average and their score on a single standardized college entrance exam. Based on this model, students identified as 'at-risk' would be required to attend a mandatory academic support program during their first semester. Critically evaluate this proposed policy. What are its potential benefits, and what are its significant limitations or potential negative consequences?

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Updated 2025-09-08

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