3 Questions to Ask Before Implementing Predictive Analytics for Online Student Success
As enrollment in online programs continues to grow, administrators across higher ed are faced with the challenge of providing targeted support to help students succeed. Many opportunities to address this challenge exist within the vast amount of student data that is collected through enrollment and participation in online courses. That is why leaders in online education are leveraging the data they have to build predictive analytic models and develop holistic student success strategies based on that data. In this 10 minute podcast, Ellen Wagner, Chief Strategy Officer of the Predictive Analytics Reporting Framework, illustrates key points in the implementation of predictive analytic structures: In review, Wagner recommends taking a close look at these three questions before implementing a predictive framework: What will predictive modeling give you that your current strategies cannot address? The progression of predictive analytics has opened new avenues for data driven student support that can make an impact beyond current best practices. However, without a clear direction and purpose behind these analytical ventures, predictive modeling can also be a risky endeavor that requires significant amounts of time and resources. By asking the question first of how analytics will be used, institutions can more effectively align the goals of the […]