The Role of Speculation in Oil Markets: What Have We Learned So Far?
Open accessAbstract
A popular view is that the surge in the real price of oil during 2003-08 cannot be explained by economic fundamentals, but was caused by the increased financialization of oil futures markets, which in turn allowed speculation to become a major determinant of the spot price of oil. This interpretation has been driving policy efforts to tighten the regulation of oil derivatives markets. This survey reviews the evidence supporting this view. We identify six strands in the literature and discuss to what extent each sheds light on the role of speculation. We find that the existing evidence is not supportive of an important role of speculation in driving the spot price of oil after 2003. Instead, there is strong evidence that the co-movement between spot and futures prices reflects common economic fundamentals rather than the financialization of oil futures markets.
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The distinction between normal speculation and excessive speculation is moot because there is no speculation in the physical market at all.
“the evidence in Figure 2 suggests that the distinction between normal speculation and speculation that is excessive is moot, for if there is no speculation in the physical market at all there cannot have been excessive speculation either under any definition.”
From THE ROLE OF INVENTORIES AND SPECULATIVE TRADING IN THE GLOBAL MARKET FOR CRUDE OIL (2014) · cites this paper as Fattouh et al. (2013)
This implication is fully consistent with other, more direct evidence on the potential impact of financial investors on oil futures prices.
“This implication is fully consistent with other, more direct evidence on the potential impact of financial investors on oil futures prices (seeFattouh et al., 2013).”
From THE ROLE OF INVENTORIES AND SPECULATIVE TRADING IN THE GLOBAL MARKET FOR CRUDE OIL (2014) · cites this paper as Fattouh et al., 2013
Cites
Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market
Kilian, L. (2009) · American Economic Review · doi:10.1257/aer.99.3.1053 · Cited by 4,728 · see citing works
Self-citationTHE ROLE OF INVENTORIES AND SPECULATIVE TRADING IN THE GLOBAL MARKET FOR CRUDE OIL
Kilian, L., & Murphy, D. P. (2014) · Journal of Applied Econometrics · doi:10.1002/jae.2322 · Cited by 1,481 · cited 13× · see citing works
“This possibility is not likely to be a concern for structural models such Kilian and Murphy (2013), which leave the formation of expectations unspecified, but it affects the construction of theoretical models of the formation of oil prices.”
BackgroundInfluentialSelf-citationIndex Investment and the Financialization of Commodities
Tang, K., & Xiong, W. A. (2012) · Financial Analysts Journal · doi:10.2469/faj.v68.n6.5 · Cited by 1,372 · see citing works
Understanding Crude Oil Prices
Hamilton, J. D. (2008) · The Energy Journal · doi:10.3386/w14492 · Cited by 1,271 · see citing works
Causes and Consequences of the Oil Shock of 2007–08
Hamilton, J. D. (2009) · Brookings Papers on Economic Activity · doi:10.1353/eca.0.0047 · Cited by 1,102 · see citing works
What do we learn from the price of crude oil futures?
Alquist, R., & Kilian, L. (2010) · Journal of Applied Econometrics · doi:10.1002/jae.1159 · Cited by 744 · see citing works
Self-citationSign Restrictions in Structural Vector Autoregressions: A Critical Review
Fry-McKibbin, R. A., & Pagan, A. (2011) · Journal of Economic Literature · doi:10.1257/jel.49.4.938 · Cited by 691 · see citing works
Evidence of a Shift in the Short-Run Price Elasticity of Gasoline Demand
Hughes, J. E., Knittel, C. R., & Sperling, D. (2008) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol29-no1-9 · Cited by 668 · see citing works
Financialization, crisis and commodity correlation dynamics
Silvennoinen, A., & Thorp, S. (2013) · Journal of International Financial Markets, Institutions and Money · doi:10.1016/j.intfin.2012.11.007 · Cited by 650 · see citing works
Speculators, commodities and cross-market linkages
Büyükşahin, B., & Robe, M. A. (2013) · Journal of International Money and Finance · doi:10.1016/j.jimonfin.2013.08.004 · Cited by 618 · see citing works
Investor Flows and the 2008 Boom/Bust in Oil Prices
Singleton, K. J. (2013) · Management Science · doi:10.1287/mnsc.2013.1756 · Cited by 617 · see citing works
Beauty Contests and Iterated Expectations in Asset Markets
Allen, F., Morris, S. E., & Shin, H. S. (2006) · Review of Financial Studies · doi:10.1093/rfs/hhj036 · Cited by 574 · see citing works
Commodity prices, interest rates and the dollar
Akram, Q. F. (2009) · Energy Economics · doi:10.1016/j.eneco.2009.05.016 · Cited by 553 · see citing works
WHY AGNOSTIC SIGN RESTRICTIONS ARE NOT ENOUGH: UNDERSTANDING THE DYNAMICS OF OIL MARKET VAR MODELS
Kilian, L., & Murphy, D. P. (2012) · Journal of the European Economic Association · doi:10.1111/j.1542-4774.2012.01080.x · Cited by 544 · see citing works
Self-citationHedging Pressure Effects in Futures Markets
de Roon, F. A., Nijman, T. E., & Veld, C. (2000) · The Journal of Finance · doi:10.1111/0022-1082.00253 · Cited by 519 · see citing works
What does futures market interest tell us about the macroeconomy and asset prices?
Hong, H. G., & Yogo, M. (2012) · Journal of Financial Economics · doi:10.1016/j.jfineco.2012.04.005 · Cited by 445 · see citing works
Baumeister, C., & Peersman, G. (2013) · Journal of Applied Econometrics · doi:10.1002/jae.2283 · Cited by 405 · see citing works
Alquist, R., Kilian, L., & Vigfusson, R. J. (2013) · Handbook of economic forecasting · doi:10.1016/b978-0-444-53683-9.00008-6 · Cited by 385 · see citing works
Self-citationLimits to arbitrage and hedging: Evidence from commodity markets
Acharya, V. V., Lochstoer, L. A., & Ramadorai, T. (2013) · Journal of Financial Economics · doi:10.1016/j.jfineco.2013.03.003 · Cited by 371 · see citing works
Did Unexpectedly Strong Economic Growth Cause the Oil Price Shock of 2003–2008?
Kilian, L., & Hicks, B. (2013) · Journal of Forecasting · doi:10.1002/for.2243 · Cited by 371 · see citing works
Self-citationReal-Time Forecasts of the Real Price of Oil
Baumeister, C. J. S., & Kilian, L. (2012) · Journal of Business and Economic Statistics · doi:10.1080/07350015.2011.648859 · Cited by 357 · see citing works
Self-citationDevil or Angel? The Role of Speculation in the Recent Commodity Price Boom (and Bust)
Irwin, S. H., Sanders, D. R., & Merrin, R. P. (2009) · Journal of Agricultural and Applied Economics · doi:10.1017/s1074070800002856 · Cited by 351 · see citing works
Do Speculators Drive Crude Oil Futures Prices?
Büyükşahin, B., & Harris, J. H. (2011) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol32-no2-7 · Cited by 329 · see citing works
Testing the Masters Hypothesis in commodity futures markets
Irwin, S. H., & Sanders, D. R. (2011) · Energy Economics · doi:10.1016/j.eneco.2011.10.008 · Cited by 324 · see citing works
Residual Risk, Trading Costs, and Commodity Futures Risk Premia:
Hirshleifer, D. A. (1988) · Review of Financial Studies · doi:10.1093/rfs/1.2.173 · Cited by 321 · see citing works
Commodities and Equities: Ever a “Market of One”?
Büyükşahin, B., Haigh, M. S., & Robe, M. A. (2009) · The Journal of Alternative Investments · doi:10.3905/jai.2010.12.3.076 · Cited by 269 · see citing works
Estimating the effect of a gasoline tax on carbon emissions
Davis, L. W., & Kilian, L. (2011) · Journal of Applied Econometrics · doi:10.1002/jae.1156 · Cited by 262 · see citing works
Self-citationInference on impulse response functions in structural VAR models
Inoue, A., & Kilian, L. (2013) · Journal of Econometrics · doi:10.1016/j.jeconom.2013.02.009 · Cited by 242 · see citing works
Self-citationReturns to Speculators and the Theory of Normal Backwardation
Chang, E. C. C. (1985) · The Journal of Finance · doi:10.1111/j.1540-6261.1985.tb04944.x · Cited by 242 · see citing works
The dynamics of crude oil price differentials
Fattouh, B. A. (2009) · Energy Economics · doi:10.1016/j.eneco.2009.06.007 · Cited by 193 · see citing works
Self-citationBroker-Dealer Risk Appetite and Commodity Returns
Etula, E. M. (2013) · Journal of Financial Econometrics · doi:10.1093/jjfinec/nbs024 · Cited by 181 · see citing works
The Impact of Index Funds in Commodity Futures Markets: A Systems Approach
Sanders, D. R., & Irwin, S. H. (2011) · The Journal of Alternative Investments · doi:10.3905/jai.2011.14.1.040 · Cited by 134 · see citing works
Does Information Help Recovering Structural Shocks from past Observations?
Giannone, D., & Reichlin, L. (2006) · Journal of the European Economic Association · doi:10.1162/jeea.2006.4.2-3.455 · Cited by 133 · see citing works
Fundamentals, Trader Activity and Derivative PricingPreprint
Büyükşahin, B., Haigh, M. S., Harris, J. H., Overdahl, J. A., & Robe, M. A. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.966692 · Cited by 123 · see citing works
The Role of Financial Speculation in Driving the Price of Crude Oil
Alquist, R., & Gervais, O. (2013) · The Energy Journal · doi:10.5547/01956574.34.3.3 · Cited by 111 · see citing works
Determinants of Hedging and Risk Premia in Commodity Futures Markets
Hirshleifer, D. A. (1989) · Journal of Financial and Quantitative Analysis · doi:10.2307/2330814 · Cited by 98 · see citing works
Limits to Arbitrage and Commodity Index Investment: Front-Running the Goldman Roll
Mou, Y. (2010) · doi:10.2139/ssrn.1716841 · Cited by 98 · see citing works
Populists versus theorists: Futures markets and the volatility of prices
Jacks, D. S. (2006) · Explorations in Economic History · doi:10.1016/j.eeh.2006.04.002 · Cited by 94 · see citing works
Pirrong, C. (2011) · Cambridge University Press eBooks · doi:10.1017/cbo9781139018142 · Cited by 92 · see citing works
Dvir, E., & Rogoff, K. (2009) · National Bureau of Economic Research · doi:10.3386/w14927 · Cited by 90 · see citing works
Effects of Index-Fund Investing on Commodity Futures PricesPreprint
Hamilton, J. D., & Wu, J. C. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2321280 · Cited by 87 · see citing works
Speculators, Prices and Market VolatilityPreprint
Brunetti, C., Büyükşahin, B., & Harris, J. H. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1736737 · Cited by 85 · see citing works
Does 'Paper Oil' Matter? Energy Markets’ Financialization and Equity-Commodity Co-MovementsPreprint
Büyükşahin, B., & Robe, M. A. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1855264 · Cited by 77 · see citing works
Oil Efficiency, Demand, and Prices: a Tale of Ups and DownsPreprint
Guerrieri, L., & Bodenstein, M. (n.d.) · RePEc: Research Papers in Economics · Cited by 63 · see citing works
Do Financial Investors Destabilize the Oil Price?Preprint
Lombardi, M. J., & Robays, I. V. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1847503 · Cited by 59 · see citing works
International Evidence on Sectoral Interfuel Substitution
Serletis, A., Timilsina, G. R., & Vasetsky, O. (2010) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol31-no4-1 · Cited by 57 · see citing works
Commodity Index Investing: Speculation or Diversification?
Stoll, H. R., & Whaley, R. E. (2011) · The Journal of Alternative Investments · doi:10.3905/jai.2011.14.1.050 · Cited by 50 · see citing works
Risk Premia in Crude Oil Futures Prices
Hamilton, J., & Wu, J. C. (2013) · National Bureau of Economic Research · doi:10.3386/w19056 · Cited by 45 · see citing works
Quotations on Commodity Futures as Price Forecasts
Working, H. (1942) · Econometrica · doi:10.2307/1907020 · Cited by 33 · see citing works
Oil market dynamics through the lens of the 2002 - 2009 price cycle
Fattouh, B. A. (2010) · Econstor (Econstor) · Cited by 32 · see citing works
Self-citationUncertainty, expectations, and fundamentals: whatever happened to long-term oil prices?
Fattouh, B. A., & Scaramozzino, P. (2011) · Oxford Review of Economic Policy · doi:10.1093/oxrep/grr006 · Cited by 23 · see citing works
Self-citationJuvenal, L., & Petrella, I. (2011) · doi:10.20955/wp.2011.027 · Cited by 21 · see citing works
Stochastic Fundamental Volatility, Speculation, and Commodity StoragePreprint
Pirrong, C. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1340658 · Cited by 14 · see citing works
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Boyd, N. E., Büyükşahin, B., Harris, J. H., & Haigh, M. S. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.1359251 · Cited by 12 · see citing works
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A Model of Financialization of CommoditiesPreprint
Basak, S., & Pavlova, A. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2201600 · Cited by 63 · see citing works
Chkir, I., Guesmi, K., Brayek, A. B., & Naoui, K. (2020) · Research in International Business and Finance · doi:10.1016/j.ribaf.2020.101274 · Cited by 62 · see citing works
Volatility spillovers in commodity futures markets: A network approach
Yang, J., Li, Z., & Miao, H. (2021) · Journal of Futures Markets · doi:10.1002/fut.22270 · Cited by 62 · see citing works
Total, Asymmetric and Frequency Connectedness between Oil and Forex Markets
Baruník, J., & Evžen Kočenda, A. (2019) · The Energy Journal · doi:10.5547/01956574.40.si2.jbar · Cited by 62 · see citing works
Defending global oil price security: Based on the perspective of uncertainty risk
Song, Y., Chen, B., Wang, X., & Wang, P. (2022) · Energy Strategy Reviews · doi:10.1016/j.esr.2022.100858 · Cited by 60 · see citing works
Gronwald, M. (2016) · Energy Economics · doi:10.1016/j.eneco.2016.09.012 · Cited by 60 · see citing works
The Role of Precautionary and Speculative Demand in the Global Market for Crude Oil
Cross, J. L., Nguyen, B. H., & Tran, T. D. (2020) · Journal of Applied Econometrics · doi:10.1002/jae.2905 · Cited by 58 · see citing works
Jumps in Oil Prices: The Role of Economic News
Elder, J., Miao, H., & Ramchander, S. (2013) · The Energy Journal · doi:10.5547/01956574.34.3.10 · Cited by 58 · see citing works
Irwin, S. H. (2013) · Agricultural Economics · doi:10.1111/agec.12048 · Cited by 56 · see citing works
Time-varying persistence in real oil prices and its determinant
Kruse, R., & Wegener, C. (2019) · Energy Economics · doi:10.1016/j.eneco.2019.02.020 · Cited by 55 · see citing works
Exploring the dynamic effects of financial factors on oil prices based on a TVP-VAR model
Wen, F., Zhang, M., Deng, M., Yupei, Z., & Ouyang, J. (2019) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2019.121881 · Cited by 55 · see citing works
FINANCIALIZATION OF COMMODITIES BEFORE AND AFTER THE GREAT FINANCIAL CRISIS
Natoli, F. (2021) · Journal of Economic Surveys · doi:10.1111/joes.12408 · Cited by 54 · see citing works
The Role of Index Trading in Price Formation in the Grains and Oilseeds Markets
Gilbert, C. L., & Pfuderer, S. (2014) · Journal of Agricultural Economics · doi:10.1111/1477-9552.12068 · Cited by 53 · see citing works
The effects of investor attention on commodity futures markets
Han, L., Li, Z., & Yin, L. (2017) · Journal of Futures Markets · doi:10.1002/fut.21853 · Cited by 53 · see citing works
The 2014 oil bust: Causes and consequences
Tokic, D. (2015) · Energy Policy · doi:10.1016/j.enpol.2015.06.005 · Cited by 53 · see citing works
Bouri, E. I. (2015) · Energy Policy · doi:10.1016/j.enpol.2015.06.001 · Cited by 52 · see citing works
Baumeister, C. J. S., & Kilian, L. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2499484 · Cited by 52 · see citing works
Self-citationMild explosivity in recent crude oil prices
Figuerola–Ferretti, I., McCrorie, J. R., & Paraskevopoulos, I. (2019) · Energy Economics · doi:10.1016/j.eneco.2019.05.002 · Cited by 50 · see citing works
Oil Price Uncertainty and Industrial Production
Pinno, K., & Serletis, A. (2013) · The Energy Journal · doi:10.5547/01956574.34.3.9 · Cited by 50 · see citing works
Shahzad, F., Bouri, E. I., Mokni, K., & Ajmi, A. N. (2021) · Resources Policy · doi:10.1016/j.resourpol.2021.102298 · Cited by 50 · see citing works
Financials threaten to undermine the functioning of emissions markets
Quemin, S., & Pahle, M. (2023) · Nature Climate Change · doi:10.1038/s41558-022-01560-w · Cited by 49 · see citing works
Limits to arbitrage in electricity markets: A case study of MISO
Birge, J. R., Hortaçsu, A., Mercadal, I., & Pavlin, M. (2018) · Energy Economics · doi:10.1016/j.eneco.2018.08.024 · Cited by 48 · see citing works
Energy markets׳ financialization, risk spillovers, and pricing models
Cretì, A., & Nguyen, D. K. (2015) · Energy Policy · doi:10.1016/j.enpol.2015.02.007 · Cited by 45 · see citing works
Risk Premia in Crude Oil Futures Prices
Hamilton, J., & Wu, J. C. (2013) · National Bureau of Economic Research · doi:10.3386/w19056 · Cited by 45 · see citing works
Time varying market efficiency in the Brent and WTI crude market
Okoroafor, U. C., & Leirvik, T. (2021) · Finance research letters · doi:10.1016/j.frl.2021.102191 · Cited by 44 · see citing works
Demand effects and speculation in oil markets: Theory and evidence
Dvir, E., & Rogoff, K. (2013) · Journal of International Money and Finance · doi:10.1016/j.jimonfin.2013.08.007 · Cited by 44 · see citing works
Financialization of metal markets: Does futures trading influence spot prices and volatility?
Mayer, H. G., Rathgeber, A., & Wanner, M. (2017) · Resources Policy · doi:10.1016/j.resourpol.2017.06.011 · Cited by 44 · see citing works
The Econometrics of Oil Market VAR Models
Kilian, L., & Zhou, X. (2023) · Emerald Group Publishing Limited eBooks · doi:10.1108/s0731-90532023000045b003 · Cited by 43 · see citing works
Self-citationCommodity Price Comovement and Financial Speculation: The Case of Cotton
Janzen, J. P., Smith, A. D., & Carter, C. A. (2017) · American Journal of Agricultural Economics · doi:10.1093/ajae/aax052 · Cited by 42 · see citing works
The Simple Economics of Commodity Price Speculation
Knittel, C. R., & Pindyck, R. S. (2013) · National Bureau of Economic Research · doi:10.3386/w18951 · Cited by 42 · see citing works
Gnimassoun, B., Joëts, M., & Razafindrabe, T. (2017) · International Economics · doi:10.1016/j.inteco.2017.07.001 · Cited by 41 · see citing works
Investor sentiment and oil prices
Du, D., Gunderson, R. J., & Zhao, X. (2015) · Journal of Asset Management · doi:10.1057/jam.2015.39 · Cited by 41 · see citing works
Peng, J., Li, Z., & Drakeford, B. M. (2020) · Energies · doi:10.3390/en13174465 · Cited by 41 · see citing works
Testing for asymmetric causality between U.S. equity returns and commodity futures returns
Nguyen, D. K., Sousa, R. M., & Uddin, G. S. (2014) · Finance research letters · doi:10.1016/j.frl.2014.12.002 · Cited by 41 · see citing works
Oil and the economy: A systematic review of the literature for ecological economists
Kallis, G., & Sager, J. (2016) · Ecological Economics · doi:10.1016/j.ecolecon.2016.08.011 · Cited by 40 · see citing works
Forecasting crude oil prices with DSGE models
Rubaszek, M. (2020) · International Journal of Forecasting · doi:10.1016/j.ijforecast.2020.07.004 · Cited by 40 · see citing works
What drives oil prices? — A Markov switching VAR approach
Gong, X., Guan, K., Chen, L., Liu, T., & Fu, C. (2021) · Resources Policy · doi:10.1016/j.resourpol.2021.102316 · Cited by 40 · see citing works
Using Market Expectations to Test for Speculative Bubbles in the Crude Oil Market
Pavlidis, E., Payá, I., & Peel, D. A. (2018) · Journal of money credit and banking · doi:10.1111/jmcb.12525 · Cited by 39 · see citing works
- Authors
- Fattouh, B., Kilian, L., & Mahadeva, L.
- Affiliations
- SOAS University of London (GB)
- University of Michigan (US)
- Oxford Institute for Energy Studies, 57 Woodstock Road, Oxford OX2 6FA, UK..
- Venue
- The Energy Journal
- Publisher
- SAGE Publications
- Published
- 2013-07
- Volume
- 34
- Issue
- 3
- Pages
- 7-33
- ISSN
- 0195-6574 (ISSN-L)
- 1944-9089
- OpenAlex
- W2118985681
- Cited by
- 491
- References
- 54
- Citations by year
- 2026: 10 · 2025: 18 · 2024: 27 · 2023: 17 · 2022: 27 · 2021: 41 · 2020: 36 · 2019: 32 · 2018: 48 · 2017: 39 · 2016: 39 · 2015: 44 · 2014: 38 · 2013: 40 · 2012: 33
- FWCI
- 126.06
- Type
- journal article
- Language
- en
- Open access
- green
- papers.ssrn.com
- Locations
- The Energy Journal (publishedVersion)
- SSRN Electronic Journal (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Econstor (Econstor) (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Market Dynamics and Volatility
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economics of Agriculture and Food Markets
- Social Sciences › Economics, Econometrics and Finance › Finance › Financial Markets and Investment Strategies
- Keywords
- oil speculation, oil futures market, financialization, oil prices, economic fundamentals
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