Original: Paul Dickson , in his Dickson Baseball Dictionary , cites William Henry Nugent 's work that claims it comes from fancy , a 19th century term from England that referred mainly to followers of boxing .
Simplified: In sports , the word fan ( from fanatic ) is more often used .