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Predictive Analytics Tools

Predictive Analytics Tools

Using an analytics model specific to CU Boulder, Civitas Learning tools quantify the likelihood of CU Boulder student persistence to the next term. Our models uses up to 10 years of historical data from Campus Solutions and Canvas to power a suite of tools that allows you to investigate persistence from a variety of perspectives.

It is impossible to know whether an individual student will or will not persist into the next term, or how any support intervention may influence their decision. But when used according to the guiding principles described below, the Civitas Learning models, with their current efficacy, provide substantial value to academic units and their students.

  • Do no harm
  • Foster personal connections
  • Promote collaboration within and across units
  • Move from deliberation to deliberate action

You can choose to use these tools directly or consult with our team for your data analytics needs.

Illume Student

Use Illume Student to explore how specific factors differentially impact persistence for various sub-populations of CU Boulder students. Illume Student also displays data from Campus Solutions and Canvas on one dashboard.

Who is it for?

Advisors, advising and coaching leadership, retention or persistence teams, assessment professionals.

Impact

Results from Impact describe the effect initiatives have on student persistence as well as on sub-populations of students. You will be able to include control populations in your analysis, or let Impact do the matching for you.

Who is it for?

Assessment professionals, academic leadership.

Courses

Use Courses to explore correlations between graduation/retention rates and individual courses. With this tool you'll learn how course grades influence a student's likelihood to graduate, and identify courses where students experience significant barriers.

Who is it for?

Student success leaders, associate deans for curricula.