What game are the boys playing in the first chapter?

Joe and his freinds were playing "follow the leader".

The boy who more often hit up the pace, led the scorching, and instituted the stunts was called Joe by his companions. It was "follow the leader," and he led, the merriest and boldest in the bunch.