Limitations to Predictive Analytics
Colleges and universities are using predictive analytics, such as grades, test scores, and attendance, as a tool to help students succeed. Austin Peay State University, Nashville, TN, was a pioneer in predictive analytics, developing a system called Degree Compass to guide students to courses they should take to satisfy degree requirements. After initial success, the university discovered limits to what the technology could provide . “It is simply a tool that’s available for anyone to use,” said Loretta Griffy, math professor and associate provost for student success at Austin Peay, who currently oversees the Degree Compass program. “We have a decentralized faculty advising model, which means we have 385 academic advisors. They each have their own individual styles and how they interact with students and we have a variety of advising tools that they can use. This is just one of them.” In 2013, Degree Compass was acquired by the software firm Desire2Learn, which stopped allowing student...