In the winter of 1972, Steven Noll and three sports-junkie friends at the College of William & Mary in Williamsburg, Va., were nursing two gripes.

One was the proliferation of All-America teams in college basketball—the annual awards given to standout players by sports magazines and journalist groups.

The other was the belief they shared...