Faculty oversight

The oversight cockpit gives a coordinator a clear read on every group they look after: who is contributing, how evenly the work is split, and which groups are heading for trouble, all from the live work.

Why timing is the point

The conditions that suppress effort in groups weaken when individual contribution is identifiable and evaluated. ¹ But in a normal course the instructor cannot see contribution until the end, which is exactly when nothing can be changed. Oversight moves that visibility earlier, so a quiet member or a lopsided split is something you notice in week three, not at the viva.

What the cockpit shows

• ·Per-member contribution share within each group.
• ·Inequality of the split, summarised so an unbalanced group stands out at a glance.
• ·Flags for the patterns that precede failure: an inactive member, or a single person carrying the group.
• ·Group lifecycle status, from not started and active through submitted, closed, reopened and graded.

Built for uneven contribution

Free-riding is the greatest single concern students report about group work, and what frustrates them most is sharing a grade with someone who did not contribute. ² The cockpit is built around that, and identifying the problem early is what reduces its impact on everyone else. Effort recovers when individual contribution is identifiable and evaluated, so the incentive to coast, and to retaliate by coasting, both weaken once members can see the record. ¹

One caution the same research insists on: the cockpit shows you an imbalance, not its cause. A quiet member may be coasting, or they may be out of their depth, working in a second language, unclear what was asked of them, or shut out by a group protecting its own mark. ² Treat a flag as a reason to ask, never as a finding.