The word "吝啬鬼" is formed by combining the characters 吝 (meaning stingy) and 啬 (also meaning stingy), which together reinforce the concept of extreme miserliness, and appending 鬼 (meaning ghost or devil), which acts as a derogatory suffix to personify someone possessing that trait, resulting in a term for a miser.