Here’s the New Way Colleges Are Predicting Student Grades
For years, Stephanie Dupaul would jokingly consult her collection of Magic 8 Balls when students asked her questions such as, “Will I get an A in that class?” Now, she can give them an answer far more accurate than anything predicted by a toy fortune-teller.
Dupaul, the associate provost for enrollment management at Southern Methodist University, is one of a growing number of university administrators consulting the performance data of former students to predict the outcomes of current ones. The little-known effort is being quietly employed by about 125 schools around the U.S., and often includes combing years of data covering millions of grades earned by thousands of former students.
It’s the same kind of process tech behemoths like Amazon and Google employ to predict the buying behavior of consumers. And many of the universities and colleges that are applying it have seen impressive declines in the number of students who drop out, and increases in the proportion who graduate. The early returns are promising enough that it has caught the attention of the Obama Administration, which pushed for schools to make heavier use of data to improve graduation rates at a White House higher education summit last week.