The story
From shin + plaster. Probably coined during the American War of Independence (1775–1783). Named for its resemblance to, and suitability for makeshift use as, a bandage for dressing the shin.
Etymology from Wiktionary, CC BY-SA 4.0.
shinplaster
Today it means: An essentially worthless note of paper money. Full definition →