Improving Student Risk Predictions: Assessing the Impact of Learning Data Sources

In partnership with University of Maryland Baltimore County and VitalSource, researchers from Blackboard used the IMS Caliper Analytics standard to combine student activity stream data from Blackboard Learn and VitalSource to see if it would improve predictions about student achievement.