When Students Leave a Mark: Understanding Learning Through Interaction in Virtual Worlds

Learning is rarely a straight line. It is a process full of decisions, mistakes, pauses, and different paths. For years, educators have tried to understand learning by looking at final results or asking students about their study habits. However, digital environments now allow us to follow this process step by step and see the “footprints” students leave while learning.

Digital environments allow us to collect information about user behavior, such as clicks, time spent, and navigation routes. This is the basis of Learning Analytics, which uses data to understand how students learn. By analyzing these digital footprints, educators can detect difficulties early, adapt their teaching, and identify when a student may need extra help. This was the question we asked ourselves, and it is what led us to write about this topic on the UBUInvestiga blog of the University of Burgos.

3D virtual environments change the way students interact with learning. While technologies such as eye-tracking can show what a student focuses on, virtual worlds make students active participants.

In 3 Degrees of Freedom (3DoF) systems, users can look around from a fixed position. In 6 Degrees of Freedom (6DoF) environments, they can move freely and choose their own paths. This creates more decisions and provides more information about how students learn.

In traditional platforms, we can see what content a student viewed. In 3D environments, we can also study how they approach a task and where they spend the most time. For example, two students may complete the same 3D modeling task but follow very different paths. Movement data, often represented through heatmaps, helps educators understand these differences and reconstruct the learning process in greater detail.

Detailed tracking also creates important privacy concerns. Every movement and hesitation can potentially be recorded, so strategies such as data anonymization and aggregation are essential, especially with young students.

You can read the full article here.