Abstract I exploit the leveraged exchange-traded funds’ (ETFs’) primary market to measure aggregate, uninformed, gambling-like demand, that is, speculation sentiment. The ETFs’ is a novel setting provides observable arbitrage activity attributed correcting mispricing between shares and their underlying assets. proxies for magnitude direction of speculative demand shocks use them form Speculatio...