Empirical Economics

, Volume 51, Issue 3, pp 921–938 | Cite as

Does oil price respond to macroeconomic uncertainty? New evidence



Using a new measure of economic policy-related uncertainty (EPU), this study evaluates whether macroeconomic uncertainty affects oil price or vice versa. Specifically, we investigate mean and volatility spillovers between the EPU index and oil returns and the underlying drivers for the time-varying correlation. Our results illustrate the importance of policy uncertainty. Although the mean spillover of EPU on oil returns is negligible in the long run, the mean spillover in the short term and the volatility spillover of EPU are significant for oil spot and futures returns. Moreover, we provide evidence that both oil supply shocks and real economic shocks lead the correlation between the EPU and oil returns to fluctuate over time.


Oil prices Economic policy-related uncertainty Oil shocks Real economic shocks Multivariate DCC-GARCH 

JEL Classification

Q43 E60 



This research is financially supported by the National Natural Science Foundation of China Under Project No. 71401193, the Key Project of Philosophy and Social Sciences Research, Ministry of Education Under Project No. 14JZD016 and the Program for Innovation Research in Central University of Finance and Economics.


  1. Alquist R, Kilian L (2010) What do we learn from the price of crude oil futures? J Appl Econom 25(4):539–573CrossRefGoogle Scholar
  2. Aguiar-Conraria L, Soares MJ (2011) Oil and the macroeconomy: using wavelets to analyze old issues. Empir Econ 40(3):645–655CrossRefGoogle Scholar
  3. Baker S, Bloom N, Davis S (2013) Measuring economic policy uncertainty. Working paper, Chicago Booth Research Paper No. 13-02. http://ssrn.com/abstract=2198490 or doi: 10.2139/ssrn.2198490
  4. Barsky R, Kilian L (2004) Oil and the macroeconomy since the 1970s. J Econ Perspect 18(4):115–134. doi: 10.3386/w10855 CrossRefGoogle Scholar
  5. Baumeister C, Peersman G (2013) The role of time-varying price elasticities in accounting for volatility changes in the crude oil market. J Appl Econom 28(7):1087–1109CrossRefGoogle Scholar
  6. Baumeister C, Peersman G, Van Robays I (2010) The economic consequences of oil shocks: differences across countries and time. In: Fry R, Jones C, Kent C (eds) Inflation in an era of relative price shocks. Sydney, pp 91–137Google Scholar
  7. Bhar R, Hamori S (2004) The link between inflation and inflation uncertainty: evidence from G7 countries. Empir Econ 29:825–853CrossRefGoogle Scholar
  8. Bhar R, Mallik G (2013) Inflation uncertainty, growth uncertainty, oil prices, and output growth in the UK. Empir Econ 45(3):1333–1350CrossRefGoogle Scholar
  9. Bloom N (2009) The impact of uncertainty shocks. Econometrica 77(3):623–685CrossRefGoogle Scholar
  10. Bloom N, Bond S, Van Reenen J (2007) Uncertainty and investment dynamics. Rev Econ Stud 74:391–415CrossRefGoogle Scholar
  11. Bredin D, Elder J, Fountas S (2011) Oil volatility and the option value of waiting: an analysis of the G-7. J Futures Mark 31(7):679–702CrossRefGoogle Scholar
  12. Dvir E, Rogoff KS (2009) Three epochs of oil. Working paper, National Bureau of Economic Research No.14927. doi: 10.3386/w14927. http://www.nber.org/papers/w14927
  13. Elder J, Serletis A (2010) Oil price uncertainty. J Money Credit Bank 42(6):1137–1159CrossRefGoogle Scholar
  14. Ellen S, Zwinkels RCJ (2010) Oil price dynamics: a behavioral finance approach with heterogeneous agents. Energy Econ 32(6):1427–1434CrossRefGoogle Scholar
  15. Engle RF (2002) Dynamic conditional correlation: a new simple class of multivariate GARCH model. J Bus Econ Stat 20:339–350CrossRefGoogle Scholar
  16. Ferderer PJ (1996) Oil price volatility and the macroeconomy. J Macroecon 18(1):1–26CrossRefGoogle Scholar
  17. Fountas S, Karanasos M, Kim J (2006) Inflation uncertainty, output growth uncertainty and macroeconomic performance. Oxf Bull Econ Stat 68:319–343CrossRefGoogle Scholar
  18. Grier K, Perry M (2000) The effects of uncertainty on macroeconomic performance: bivariate GARCH evidence. J Appl Econ 15:45–58CrossRefGoogle Scholar
  19. Guiso L, Parigi G (1999) Investment and demand uncertainty. Q J Econ 114(1):185–227CrossRefGoogle Scholar
  20. Guo H, Kliesen KL (2005) Oil price volatility and US macroeconomic activity. Fed Reserve Bank ST 87(6):83–669Google Scholar
  21. Hamilton JD (2009) Causes and consequences of the oil shock of 2007–2008. Brookings Pap Eco Ac 40(1):215–283CrossRefGoogle Scholar
  22. Hamilton JD (2011) Nonlinearities and the macroeconomic effects of oil prices. Macroecon Dyn 15(3):364–378CrossRefGoogle Scholar
  23. Hooker MA (1996) What happened to the oil price macroeconomy relationship? J Monet Econ 38:195–213CrossRefGoogle Scholar
  24. Johannsen B K (2014) When are the effects of fiscal policy uncertainty large? Working paper, Federal Reserve System, FEDS Working Paper No. 2014-40. http://ssrn.com/abstract=2448402 or doi: 10.2139/ssrn.2448402
  25. Johnson TC, Lee J (2014) On the systematic volatility of unpriced earnings shocks. J Financ Econ 114(1):84–104CrossRefGoogle Scholar
  26. Jones PM, Olson E (2013) The time-varying correlation between uncertainty, output, and inflation: evidence from a DCC-GARCH model. Econ Lett 118(1):33–37CrossRefGoogle Scholar
  27. Kellogg R (2014) The effect of uncertainty on investment: evidence from Texas oil drilling. Am Econ Rev 104(6):1698–1734CrossRefGoogle Scholar
  28. Kilian L (2009) Not all oil price shocks are alike: disentangling demand and supply shocks in the crude oil market. Am Econ Rev 99:1053–1069CrossRefGoogle Scholar
  29. Kilian L, Murphy D (2012) Why agnostic sign restrictions are not enough: understanding the dynamics of oil market VAR models. J Eur Econ Assoc 10(5):1166–1188CrossRefGoogle Scholar
  30. Kilian L, Vigfusson RJ (2011) Are the responses of the US economy asymmetric in energy price increases and decreases? Quant Econ 2(3):419–453CrossRefGoogle Scholar
  31. Kim DH (2012) What is an oil shock? Panel data evidence. Empir Econ 43(1):121–143CrossRefGoogle Scholar
  32. Lee J, Strazicich MC (2003) Minimum Lagrange multiplier unit root test with two structural breaks. Rev Econ Stat 85(4):1082–1089CrossRefGoogle Scholar
  33. Litzenberger RH, Rabinowitz N (1995) Backwardation in oil futures markets: theory and empirical evidence. J Finance 50(5):1517–1545CrossRefGoogle Scholar
  34. Lombardi M, Van Robays I (2011) Do financial investors destabilize the oil price? Working paper, European Central Bank, No. 1346. http://ssrn.com/abstract=1847503
  35. Lütkepohl H, NetŠunajev A (2014) Disentangling demand and supply shocks in the crude oil market: how to check sign restrictions in structural VARs. J Appl Econom 29(3):479–496CrossRefGoogle Scholar
  36. Mohn K, Misund B (2009) Investment and uncertainty in the international oil and gas industry. Energy Econ 31(2):240–248CrossRefGoogle Scholar
  37. Peersman G, Van Robays I (2009) Oil and the euro area economy. Econ Policy 24(60):603–651CrossRefGoogle Scholar
  38. Peersman G, Van Robays I (2012) Cross-country differences in the effects of oil shocks. Energy Econ 34(5):1532–1547CrossRefGoogle Scholar
  39. Pindyck RS (2004) Volatility and commodity price dynamics. J Futures Mark 24(11):1029–1047CrossRefGoogle Scholar
  40. Regnier E (2007) Oil and energy price volatility. Energy Econ 29:405–427CrossRefGoogle Scholar
  41. Reitz S, Slopek U (2009) Non-linear oil price dynamics: a tale of heterogeneous speculators? Ger Econ Rev 10(3):270–283CrossRefGoogle Scholar
  42. Singleton K (2013) Investor flows and the 2008 boom/bust in oil prices. Manag Sci 60(2):300–318CrossRefGoogle Scholar
  43. Tang K, Xiong W (2012) Index investment and the financialization of commodities. Financ Anal J 68:54–74CrossRefGoogle Scholar
  44. Tse YK (2000) A test for constant correlations in a multivariate GARCH model. J Econom 98:107–127CrossRefGoogle Scholar
  45. Tverberg GE (2012) Oil supply limits and the continuing financial crisis. Energy 37(1):27–34CrossRefGoogle Scholar
  46. Yin LB, Han LY (2014) Macroeconomic uncertainty: does it matter for commodity prices? Appl Econ Lett 21(10):711–716CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2015

Authors and Affiliations

  1. 1.School of FinanceCentral University of Finance and EconomicsBeijingChina

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