From 1750 to 1870, wars within Europe as well as an ongoing trade deficit with China (which sold to Europe but had little use for European goods) drained silver from the economies of Western Europe and the United States. Coins were struck in smaller and smaller numbers, and there was a proliferation of bank and stock notes used as money. Indeed using this as collateral.
