The word 半吊子 is formed by combining 半 (half), 吊 (historically referring to a string of 1,000 copper coins), and 子 (a nominalizing suffix). Literally meaning "half a string of coins", it metaphorically denotes a person who is half-skilled or incomplete in knowledge, deriving from the idea of possessing only partial currency.