Predicting Team Performance from Communications in Simulated Search-and-Rescue
This study analyzed communication transcripts from a Minecraft search-and-rescue experiment involving three roles: medic, engineer, and transporter. Researchers used topic modeling to find interaction patterns and clustering to group trials into performance levels. They linked these clusters to team effectiveness metrics, discovering that low-performing teams show specific communication imbalances and behavioral traits like high inaction.