The effect of the financial sector on the evolution of oil prices: Analysis of the contribution of the futures market to the price discovery process in the WTI spot market
AbstractThe aim of this article is to empirically measure the contribution of the futures market to the price discovery process in the spot market for benchmark crude oils, specifically that for West Texas Intermediate (WTI). For this purpose, we test the hypothesis that the recent evolution of the financial markets has affected the future oil market so as to increase its contribution to the price discovery process of the spot market. We modeled the relation between WTI spot and future prices as a cointegration relation. By using the Kalman filter technique, it was possible to obtain a time-varying measure of the contribution of future markets to the price discovery mechanism. The results show that in the case of WTI, the contribution of the futures market has been increasing, especially between 2003 and 2008 and then again after the start of 2009, evidencing the growing importance of factors particular to the financial markets in determining oil prices in recent years. During 2009, the spot prices adjusted to agents' future expectations rather than to the current supply and demand conditions.
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Bibliographic InfoArticle provided by Elsevier in its journal Energy Economics.
Volume (Year): 34 (2012)
Issue (Month): 6 ()
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Web page: http://www.elsevier.com/locate/eneco
Oil prices; WTI; Futures markets; Price discovery;
Find related papers by JEL classification:
- G1 - Financial Economics - - General Financial Markets
- Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
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- Kaufmann, Robert K., 2011. "The role of market fundamentals and speculation in recent price changes for crude oil," Energy Policy, Elsevier, vol. 39(1), pages 105-115, January.
- Gary Gorton & Fumio Hayashi & K. Rouwenhorst, 2007.
"The Fundamentals of Commodity Futures Returns,"
Yale School of Management Working Papers
amz2605, Yale School of Management, revised 01 Oct 2008.
- Hasbrouck, Joel, 1995. " One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-99, September.
- Figuerola-Ferretti, Isabel & Gonzalo, Jesús, 2010.
"Modelling and measuring price discovery in commodity markets,"
Journal of Econometrics,
Elsevier, vol. 158(1), pages 95-107, September.
- Isabel Figuerola-Ferretti & Jesus Gonzalo, 2007. "Modelling and measuring price discovery in commodity markets," Business Economics Working Papers wb074510, Universidad Carlos III, Departamento de Economía de la Empresa.
- James G. MacKinnon & Alfred A. Haug & Leo Michelis, 1996.
"Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration,"
1996_07, York University, Department of Economics.
- MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-77, Sept.-Oct.
- Mackinnon, J.G. & Haug, A.A. & Michelis, L., 1996. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," G.R.E.Q.A.M. 96a09, Universite Aix-Marseille III.
- Lehmann, Bruce N., 2002. "Some desiderata for the measurement of price discovery across markets," Journal of Financial Markets, Elsevier, vol. 5(3), pages 259-276, July.
- Frank de Jong, 2001.
"Measures of Contributions to Price Discovery: A Comparison,"
Tinbergen Institute Discussion Papers
01-114/2, Tinbergen Institute.
- de Jong, Frank, 2002. "Measures of contributions to price discovery: a comparison," Journal of Financial Markets, Elsevier, vol. 5(3), pages 323-327, July.
- Guglielmo Maria Caporale & Davide Ciferri & Alessandro Girardi, 2014.
"Time-Varying Spot and Futures Oil Price Dynamics,"
Scottish Journal of Political Economy,
Scottish Economic Society, vol. 61(1), pages 78-97, 02.
- Guglielmo Caporale & Davide Ciferri & Alessandro Girardi, 2010. "Time-varying spot and futures oil price dynamics," Quaderni del Dipartimento di Economia, Finanza e Statistica 75/2010, Università di Perugia, Dipartimento Economia, Finanza e Statistica.
- Guglielmo Maria Caporale & Davide Ciferri & Allessandro Girardi, 2010. "Time-Varying Spot and Futures Oil Price Dynamics," Discussion Papers of DIW Berlin 988, DIW Berlin, German Institute for Economic Research.
- Guglielmo Maria Caporale & Davide Ciferri & Alessandro Girardi, 2010. "Time-Varying Spot and Futures Oil Price Dynamics," CESifo Working Paper Series 3015, CESifo Group Munich.
- Foster, Andrew J., 1996. "Price discovery in oil markets: a time varying analysis of the 1990-1991 Gulf conflict," Energy Economics, Elsevier, vol. 18(3), pages 231-246, July.
- Kaufmann, Robert K. & Ullman, Ben, 2009. "Oil prices, speculation, and fundamentals: Interpreting causal relations among spot and futures prices," Energy Economics, Elsevier, vol. 31(4), pages 550-558, July.
- Gonzalo, Jesus & Ng, Serena, 2001.
"A systematic framework for analyzing the dynamic effects of permanent and transitory shocks,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 25(10), pages 1527-1546, October.
- Gonzalo, J. & Ng, S., 1996. "A Systematic Framework for Analyzing the Dynamic Effects of Permanent and Transitory Shocks," Cahiers de recherche 9603, Universite de Montreal, Departement de sciences economiques.
- Gonzalo, J. & Ng, S., 1996. "A Systematic Framework for Analyzing the Dynamic Effects of Permanent and Transitory Shocks," Cahiers de recherche 9603, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Cifarelli, Giulio & Paladino, Giovanna, 2010.
"Oil price dynamics and speculation: A multivariate financial approach,"
Elsevier, vol. 32(2), pages 363-372, March.
- Giulio Cifarelli & Giovanna Paladino, 2008. "Oil price Dynamics and Speculation. A Multivariate Financial Approach," Working Papers - Economics wp2008_15.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Sanders, Dwight R. & Boris, Keith & Manfredo, Mark, 2004. "Hedgers, funds, and small speculators in the energy futures markets: an analysis of the CFTC's Commitments of Traders reports," Energy Economics, Elsevier, vol. 26(3), pages 425-445, May.
- Tokic, Damir, 2011. "Rational destabilizing speculation, positive feedback trading, and the oil bubble of 2008," Energy Policy, Elsevier, vol. 39(4), pages 2051-2061, April.
- Garbade, Kenneth D & Silber, William L, 1983. "Price Movements and Price Discovery in Futures and Cash Markets," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 289-97, May.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
- James G. MacKinnon, 1995.
"Numerical Distribution Functions for Unit Root and Cointegration Tests,"
918, Queen's University, Department of Economics.
- MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-18, Nov.-Dec..
- Gonzalo, Jesus & Granger, Clive W J, 1995.
"Estimation of Common Long-Memory Components in Cointegrated Systems,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 13(1), pages 27-35, January.
- Tom Doan, . "RATS programs to replicate Gonzalo and Granger JBES 1995 paper," Statistical Software Components RTZ00074, Boston College Department of Economics.
- Gonzalo, J. & Granger, C., 1992. "Estimation of Common Long-Memory Components in Cointegrated Systems," Papers 4, Boston University - Department of Economics.
- Kaufmann, Robert K. & Dees, Stephane & Gasteuil, Audrey & Mann, Michael, 2008. "Oil prices: The role of refinery utilization, futures markets and non-linearities," Energy Economics, Elsevier, vol. 30(5), pages 2609-2622, September.
- Alessandro Girardi & Claudio Impenna, 2013. "Price discovery in the Italian sovereign bonds market: the role of order flow," Temi di discussione (Economic working papers) 906, Bank of Italy, Economic Research and International Relations Area.
- Bohl, Martin T. & Stephan, Patrick M., 2013. "Does Futures Speculation Destabilize Spot Prices? New Evidence for Commodity Markets," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 45(04), November.
- Goldemberg, José & Schaeffer, Roberto & Szklo, Alexandre & Lucchesi, Rodrigo, 2014. "Oil and natural gas prospects in South America: Can the petroleum industry pave the way for renewables in Brazil?," Energy Policy, Elsevier, vol. 64(C), pages 58-70.
- Kolodziej, Marek & Kaufmann, Robert K., 2013. "The role of trader positions in spot and futures prices for WTI," Energy Economics, Elsevier, vol. 40(C), pages 176-182.
- Zhang, Yue-Jun & Wang, Zi-Yi, 2013. "Investigating the price discovery and risk transfer functions in the crude oil and gasoline futures markets: Some empirical evidence," Applied Energy, Elsevier, vol. 104(C), pages 220-228.
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