ATTABOY Meaning of ATTABOY in English ■ exclamation an informal expression of encouragement or admiration.Originearly 20th cent.: prob. representing a casual pronunciation of that's the boy . Concise Oxford English vocab. Сжатый оксфордский словарь английского языка. 2004