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HOW DOES STOCK MARKET VOLATILITY REACT TO OIL PRICE SHOCKS?

Published online by Cambridge University Press:  16 January 2017

Andrea Bastianin*
Affiliation:
University of Milan and Fondazione Eni Enrico Mattei
Matteo Manera
Affiliation:
University of Milan-Bicocca and Fondazione Eni Enrico Mattei
*
Address correspondence to: Andrea Bastianin, Department of Economics, Management and Quantitative Methods (DEMM), University of Milan, Via Conservatorio 7, I-20122 Milan, Italy; e-mail: andrea.bastianin@unimi.it.

Abstract

We study the impact of oil price shocks on the U.S. stock market volatility. We jointly analyze three different structural oil market shocks (i.e., aggregate demand, oil supply, and oil-specific demand shocks) and stock market volatility using a structural vector autoregressive model. Identification is achieved by assuming that the price of crude oil reacts to stock market volatility only with delay. This implies that innovations to the price of crude oil are not strictly exogenous, but predetermined with respect to the stock market. We show that volatility responds significantly to oil price shocks caused by unexpected changes in aggregate and oil-specific demand, whereas the impact of supply-side shocks is negligible.

Type
Articles
Copyright
Copyright © Cambridge University Press 2017 

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Footnotes

We are grateful to two anonymous referees and Apostolos Serletis for insightful comments and suggestions. We also thank the participants of the International Workshop on “Oil and Commodity Price Dynamics” held at the Fondazione Eni Enrico Mattei (FEEM), Milan, 5–6 June 2014; the “8th International Conference on Computational and Financial Econometrics” held at the University of Pisa, 6–8 December 2014; the Conference on “Energy Markets” held at the IFP School-IFP Energies Nouvelles, Rueil-Malmaison, 17 December 2014; and the “3rd International Symposium on Energy and Financial Issues (ISEFI 2015)” held at the IPAG Business School, Paris, 20 March 2015. The first author gratefully acknowledges financial support from the Italian Ministry of Education, Universities and Research (MIUR) research program titled “Climate change in the Mediterranean area: scenarios, economic impacts, mitigation policies and technological innovation” (PRIN 2010-2011, prot. no. 2010S2LHSE-001).

References

REFERENCES

Abhyankar, A., Xu, B., and Wang, J. (2013) Oil price shocks and the stock market: Evidence from Japan. Energy Journal 34, 199222.CrossRefGoogle Scholar
Alquist, R. and Coibion, O. (2014) Commodity-Price Comovement and Global Economic Activity. NBER working papers 20003, National Bureau of Economic Research.Google Scholar
Andersen, T. G., Bollerslev, T., Diebold, F. X., and Ebens, H. (2001) The distribution of realized stock return volatility. Journal of Financial Economics 61, 4376.CrossRefGoogle Scholar
Bastianin, A., Conti, F., and Manera, M. (2016) The impacts of oil price shocks on stock market volatility: Evidence from the G7 countries. Energy Policy 98, 160169.CrossRefGoogle Scholar
Bastianin, A., Galeotti, M. and Manera, M. (2014) Forecasting the oil-gasoline price relationship: Do asymmetries help? Energy Economics 46, S44S56.Google Scholar
Baumeister, C. and Kilian, L. (2014) What central bankers need to know about forecasting oil prices. International Economic Review 55, 869889.Google Scholar
Baumeister, C., Peersman, G. and van Robays, I. (2010) The economic consequences of oil shocks: Differences across countries and time. In Fry, R., Jones, C., and Kent, C. (eds.), Inflation in an Era of Relative Price Shocks, pp. 91128. Sydney: Reserve Bank of Australia.Google Scholar
Bernanke, B. (2006) Energy and the economy: Remarks before the Economic Club of Chicago, June 15, 2006.Google Scholar
Bernanke, B. and Gertler, M. (1999) Monetary policy and asset price volatility. Economic Review Q IV, 1751.Google Scholar
Blanchard, O. J. and Galí, J. (2009) The macroeconomic effects of oil price shocks: Why are the 2000s so different from the 1970s? In Galí, J. and Gertler, M. J. (eds.), International Dimensions of Monetary Policy, pp. 373421. Chicago: University of Chicago Press.Google Scholar
Blinder, A. and Rudd, J. B. (2013) The supply-shock explanation of the Great Stagflation revisited. In Bordo, M. D. and Orphanides, A. (eds.), The Great Inflation: The Rebirth of Modern Central Banking, pp. 119175. Cambridge: National Bureau of Economic Research.CrossRefGoogle Scholar
Bloom, N. (2014) Fluctuations in uncertainty. Journal of Economic Perspectives 28, 153176.Google Scholar
Bodenstein, M., Guerrieri, L., and Kilian, L. (2012) Monetary policy responses to oil price fluctuations. IMF Economic Review 60, 470504.CrossRefGoogle Scholar
Brown, G. and Sarkozy, N. (2009) We must address oil-market volatility. Wall Street Journal, July 8, 2009, http://www.wsj.com/articles/SB124699813615707481.Google Scholar
Chen, N. F., Roll, R., and Ross, S. A. (1986) Economic forces and the stock market. Journal of Business 59, 383403.Google Scholar
Chisholm, J. (2014) When volatility knocks: What to watch for. Financial Times, July 28, 2014, http://www.ft.com/cms/s/0/4ef18b5c-162c-11e4-8210-00144feabdc0.html.Google Scholar
Chortareas, G. and Noikokyris, E. (2014) Oil shocks, stock market prices, and the U.S. dividend yield. International Review of Economics and Finance 29, 639649.Google Scholar
Degiannakis, S., Filis, G., and Kizys, R. (2014) The effects of oil price shocks on stock market volatility: Evidence from European data. Energy Journal 35, 3556.Google Scholar
Frisby, D. (2013) How rising oil prices could derail the global economy. Money Week, June 6, 2013, http://moneyweek.com/rising-oil-prices-could-derail-the-global-economy/.Google Scholar
Froggatt, A. and Lahn, G. (2010) Sustainable Energy Security: Strategic Risks and Opportunities for Business. Chatham House-Lloyd's 360○ Risk Insight white paper, June 1, 2010.Google Scholar
Gonçalves, S. and Kilian, L. (2004) Bootstrapping autoregressions with conditional heteroskedasticity of unknown form. Journal of Econometrics 123, 89120.Google Scholar
Gospodinov, N., Herrera, A. M., and Pesavento, E. (2013) Unit roots, cointegration, and pretesting in VAR models. In VAR Models in Macroeconomics–New Developments and Applications: Essays in Honor of Christopher A. Sims, Advances in Econometrics, Volume 32, pp. 81–115. United Kingdom: Emerald Group Publishing Limited.Google Scholar
Güntner, J. H. F. (2014) How do international stock markets respond to oil demand and supply shocks? Macroeconomic Dynamics 18, 16571682.CrossRefGoogle Scholar
Hamilton, J. D. (2013) Historical oil shocks. In Parker, R. E. and Whaples, R. (eds.), Routledge Handbook of Major Events in Economic History, pp. 239265. New York: Routledge Taylor and Francis Group.Google Scholar
Huang, R. D., Masulis, R. W. and Stoll, H. R. (1996) Energy shocks and financial markets. Journal of Futures Markets 16, 127.Google Scholar
Jakobsen, S. (2014) Steen's chronicle: War & markets. TradingFloor.com, July 21, 2014, https://www.tradingfloor.com/posts/steens-chronicle-war-markets-1125555.Google Scholar
Jones, C. M. and Kaul, G. (1996) Oil and the stock markets. Journal of Finance 51, 463491.Google Scholar
Jung, H. and Park, C. (2011) Stock market reaction to oil price shocks: A comparison between an oil-exporting economy and an oil-importing economy. Journal of Economic Theory and Econometrics 22, 129.Google Scholar
Kang, W. and Ratti, R. (2013a) Oil shocks, policy uncertainty and stock market returns. Journal of International Financial Markets, Institutions & Money 26, 305318.Google Scholar
Kang, W. and Ratti, R. (2013b) Structural oil shocks and policy uncertainty. Economic Modeling 35, 314319.Google Scholar
Kang, W., Ratti, R., and Yoon, K. H. (2014) The impact of oil price shocks on U.S. bond market returns. Energy Economics 44, 248258.Google Scholar
Kilian, L. (2008a) Exogenous oil supply shocks: How big are they and how much do they matter for the U.S. economy? Review of Economics and Statistics 90, 216240.Google Scholar
Kilian, L. (2008b) The economic effects of energy price shocks. Journal of Economic Literature 46, 871909.CrossRefGoogle Scholar
Kilian, L. (2008c) A comparison of the effects of exogenous oil supply shocks on output and inflation in the G7 countries. Journal of the European Economic Association 6, 78121.Google Scholar
Kilian, L. (2009) Not all oil price shocks are alike: Disentangling demand and supply shocks in the crude oil market. American Economic Review 99, 10531069.Google Scholar
Kilian, L. (2010) Explaining fluctuations in gasoline prices: a joint model of the global crude oil market and the U.S. retail gasoline market. Energy Journal 31, 87112.Google Scholar
Kilian, L. (2014) Oil price shocks: Causes and consequences. Annual Review of Resource Economics 6, 133154.CrossRefGoogle Scholar
Kilian, L., Alquist, R., and Vigfusson, R. J. (2013) Forecasting the price of oil. In Elliott, G. and Timmermann, A. (eds.), Handbook of Economic Forecasting, vol. 2, pp. 427507. Amsterdam: North-Holland.Google Scholar
Kilian, L., and Murphy, D. P. (2014) The role of inventories and speculative trading in the global market for crude oil. Journal of Applied Econometrics 29, 454478.Google Scholar
Kilian, L. and Park, C. (2009) The impact of oil price shocks on the U.S. stock market. International Economic Review 50, 12671287.Google Scholar
Kilian, L., Rebucci, A., and Spatafora, N. (2009) Oil shocks and external balances. Journal of International Economics 77, 181194.Google Scholar
Kilian, L. and Vega, C. (2011) Do energy prices respond to U.S. macroeconomic news? A test of the hypothesis of predetermined energy prices. Review of Economics and Statistics 93, 660671.Google Scholar
Kinahan, J. J. (2014) Oil, oil and more oil. Forbes, June 16, 2014, http://www.forbes.com/sites/jjkinahan/2014/06/16/oil-oil-and-more-oil/.Google Scholar
Lunde, A. and Timmermann, A. (2005) Completion time structures of stock price movements. Annals of Finance 1, 293326.Google Scholar
Ramey, V. A. and Vine, D. J. (2010) Oil, automobiles, and the U.S. economy: How much have things really changed? NBER Macroeconomics Annual 25, 333368.Google Scholar
Regan, P. (2014) Goldman to Greenspan catch equity acrophobia in flat July. Bloomberg, July 31, 2014, http://www.bloomberg.com/news/2014-07-31/goldman-to-greenspan-catch-equity-acrophobia-in-flat-july.html.Google Scholar
Sadorsky, P. (1999) Oil price shocks and stock market activity. Energy Economics 21, 449469.Google Scholar
Saelensminde, B. (2014) Hedge your portfolio against global conflict. Money Week, July 28, 2014, http://moneyweek.com/right-side-how-to-hedge-your-portfolio-against-global-conflict/.Google Scholar
Schwert, G. W. (1989) Why does stock market volatility change over time? Journal of Finance 44, 11151153.Google Scholar
Serletis, A. and Elder, J. (2011) Introduction to oil price shocks. Macroeconomic Dynamics 15, 327336.Google Scholar
The Economist (2012) Another oil shock? The right and wrong ways to deal with dearer oil. The Economist, March 10, 2012, http://www.economist.com/node/21549941.Google Scholar
Tverberg, G. (2010) Systemic risk arising from a financial system that requires growth in a world with limited oil supply. The Oil Drum, September 21, 2010, http://www.theoildrum.com/node/6958.Google Scholar
Wei, C. (2003) Energy, the stock market, and the putty-clay investment model. American Economic Review 93, 311323.Google Scholar