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Explainer Video: Equity Impacts of Predictive Analytics in Enrollment Management

It is back-to-school season and college campuses are welcoming their cohort of first-year students. However, the selection of the Class of 2025 was not solely based on academic merit. Since the turn of the millennium, four-year colleges and universities are increasingly turning to artificial intelligence to determine who gets an acceptance or a rejection letter.

Unfortunately, the automation of college admissions relies heavily on algorithms fed by data points that are highly correlated to race and economic status, which disproportionately disadvantages Black and brown students.

New America's body of work on the use of predictive analytics in enrollment management raises awareness of how algorithmic biases decrease access for Black and brown students and suggests 3 critical recommendations to mitigate the racial equity gap to college access.

To read the blog posts, click here.

More About the Authors

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Alejandra Acosta

Policy Analyst, Higher Education

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Monique O. Ositelu

Programs/Projects/Initiatives

Explainer Video: Equity Impacts of Predictive Analytics in Enrollment Management