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Non-Technical SummaryAs the recent financial crisis demonstrates, failures within the financial system can have devastating effects on the real economy. The crisis has elevated concerns about the trading behavior of financial market participants, particularly those operating outside the public eye. The burgeoning hedge fund industry, for instance, operates largely outside the jurisdiction of the U.S. Securities and Exchange Commission, with few public reporting requirements. Likewise, swap dealers operate in relatively opaque over-the-counter markets, fueling anxiety about their influence as well.In this paper, we analyze the trading of both hedge funds and swap dealers in futures markets from 2005 through 2009 to assess how these traders affect market volatility and prices. We use daily long and short positions of these traders with data from the U.S. Commodity Futures Trading Commission to analyze trading in crude oil, natural gas and corn markets-each of which experienced significant price volatility during the recent crisis. While this volatility was accompanied by increased hedge fund and swap dealer participation, we specifically test for lead-lag and contemporaneous relations between trader positions and both market volatility and prices during various subperiods when prices and volatility were inflated.We find that contemporaneous hedge fund positions were positively correlated with prices but negatively correlated with volatility. These results suggest that hedge funds provide liquidity to the market and facilitate price efficiency. Swap dealer positions, however, are largely unrelated to market returns and volatility. In contrast to the stabilizing influence of hedge funds, merchant positions (in crude oil and natural gas) are significantly positively related to market volatility. These results are consistent with Hirshleifer (1989Hirshleifer ( , 1990, where speculators are drawn to futures markets and the risk premiums are generated by hedging demand from other traders.We also examine whether the "financialization" of futures markets (as represented by the changing mix of participant positions) has affected the functioning of the futures markets. In every instance, we find that speculative position changes do not amplify volatility during the crisis and so do not impede the functioning of futures markets. Conversely, in each market we find that macroeconomic conditions are significantly related to future...