A follow-up analysis by Hughes and his colleague Steve Churchill based on the 2001 Copa América confirmed that successful teams played a different kind of soccer from unsuccessful teams. Among other things, successful teams were able to keep the ball for longer and create shots after possessions that lasted more than twenty seconds with more frequency than unsuccessful teams. They also were significantly better at transporting the ball from one end of the pitch to the other and into prime shooting areas.

