As a player, Adams created the concept of the shortstop position, according to Thorn and Baseball Hall of Fame researcher Freddy Berowski.[REF]
Adams hit left-handed; he said that his batted balls occasionally went into a river by the Elysian Fields, the ground in Hoboken, New Jersey, where the Knickerbockers practiced and played.