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Price Discovery in a Financialized Oil Market

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  • Ericka Osses
  • Robert Kaufmann
  • Yihong Xiao

Abstract

We postulate that financialization expands price discovery for crude oil and test this hypothesis by examining causal relations between daily returns to prices for crude oil and stocks of nine oil companies. We find that daily returns to stocks of oil companies ‘Granger cause’ daily returns to the price of crude oil ( Stock → Price ), which indicates that stock returns have information about future and spot prices beyond variables that represent market fundamentals and financial conditions. This result suggests that financialization expands price discovery for crude oil beyond market fundamentals. We also find that returns to futures and spot prices for crude oil ‘Granger cause’ returns to oil companies ( Price → Stock ) . This extends previous results that returns to oil prices correlate with the profitability of oil companies, which drive returns to oil companies. Furthermore, we find that strength of financialization changes over time due to changes in the returns to holding oil as a commodity, which we proxy by convenience yields. Both the Stock → Price and the Price → Stock causal relations weaken when convenience yields are high, which suggests that higher returns to holding crude oil as a commodity weaken the relative importance of financialization. Finally, a Stock ↔ Price bidirectional causal relation may allow institutional investors to influence the transition from oil and may allow the Federal Reserve Board of Governors to dampen inflation with smaller interest rate hikes. JEL Classification: G13 Contingent evaluation, futures pricing, Q4 Energy, Q41 Demand and Supply, Prices.

Suggested Citation

  • Ericka Osses & Robert Kaufmann & Yihong Xiao, 2026. "Price Discovery in a Financialized Oil Market," The Energy Journal, , vol. 47(3), pages 123-138, May.
  • Handle: RePEc:sae:enejou:v:47:y:2026:i:3:p:123-138
    DOI: 10.1177/01956574251410584
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    References listed on IDEAS

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    1. Robert K. Kaufmann & David I. Stern, 1997. "Evidence for human influence on climate from hemispheric temperature relations," Nature, Nature, vol. 388(6637), pages 39-44, July.
    2. Sanders, Dwight R. & Irwin, Scott H., 2014. "Energy futures prices and commodity index investment: New evidence from firm-level position data," Energy Economics, Elsevier, vol. 46(S1), pages 57-68.
    3. Silvério, Renan & Szklo, Alexandre, 2012. "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," Energy Economics, Elsevier, vol. 34(6), pages 1799-1808.
    4. 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.
    5. Shao, Mingao & Hua, Yongjun, 2022. "Price discovery efficiency of China's crude oil futures: Evidence from the Shanghai crude oil futures market," Energy Economics, Elsevier, vol. 112(C).
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    Keywords

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    JEL classification:

    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices

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