IDEAS home Printed from https://ideas.repec.org/p/ris/adbiwp/0982.html
   My bibliography  Save this paper

Empirical Analysis of Global Oil Price Determinants at the Disaggregated Level Over the Last Two Decades

Author

Listed:
  • Yoshino, Naoyuki

    (Asian Development Bank Institute)

  • Alekhina, Victoriia

    (Asian Development Bank Institute)

Abstract

While until the mid-1990s the Organization of the Petroleum Exporting Countries played a key role in oil pricing, during recent decades, rapid economic growth in developing economies has boosted the demand for oil, making oil prices vulnerable to a wider range of factors. We examine the impacts of oil supply and demand factors on Brent crude oil prices by developing an oil aggregate demand–aggregate supply model and empirically estimating using a vector autoregressive approach and monthly time series data from 1999 to 2017. We disaggregate global oil demand into demand from the Organisation for Economic Co-operation and Development (OECD), the People’s Republic of China (PRC), and India to measure the scale of their contributions to global oil price movements. We consider the industrial production (IP) index as a determinant of the oil demand side. We find that among these three, the OECD and the PRC’s IP had a positive impact on oil prices during the estimated period. Moreover, among the factors included in the model, an appreciation of the US dollar exchange rate had a significant negative impact on oil prices over the last 2 decades. We also examine the equilibrium of the oil market during the estimated period and show that oil prices were adjusting instantly, confirming the existence of the equilibrium.

Suggested Citation

  • Yoshino, Naoyuki & Alekhina, Victoriia, 2019. "Empirical Analysis of Global Oil Price Determinants at the Disaggregated Level Over the Last Two Decades," ADBI Working Papers 982, Asian Development Bank Institute.
  • Handle: RePEc:ris:adbiwp:0982
    as

    Download full text from publisher

    File URL: https://www.adb.org/sites/default/files/publication/516151/adbi-wp982.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alekhina, Victoriia & Yoshino, Naoyuki, 2018. "Impact of World Oil Prices on an Energy Exporting Economy Including Monetary Policy," ADBI Working Papers 828, Asian Development Bank Institute.
    2. Farhad Taghizadeh-Hesary & Naoyuki Yoshino & Majid Mohammadi Hossein Abadi & Rosa Farboudmanesh, 2016. "Response of macro variables of emerging and developed oil importers to oil price movements," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 21(1), pages 91-102, January.
    3. Alquist, Ron & Kilian, Lutz & Vigfusson, Robert J., 2013. "Forecasting the Price of Oil," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 427-507, Elsevier.
    4. McCallum, Bennett T, 1976. "Rational Expectations and the Natural Rate Hypothesis: Some Consistent Estimates," Econometrica, Econometric Society, vol. 44(1), pages 43-52, January.
    5. Farhad Taghizadeh-Hesary & Naoyuki Yoshino, 2016. "Which Side of the Economy Is Affected More by Oil Prices: Supply or Demand?," ADB Institute Series on Development Economics, in: Naoyuki Yoshino & Farhad Taghizadeh-Hesary (ed.), Monetary Policy and the Oil Market, edition 1, chapter 0, pages 29-53, Springer.
    6. Goldfeld, Stephen M. & Quandt, Richard E., 1981. "Single-market disequilibrium models : Estimating and testing," Journal of Econometrics, Elsevier, vol. 16(1), pages 157-157, May.
    7. Herrera, Ana María & Lagalo, Latika Gupta & Wada, Tatsuma, 2011. "Oil Price Shocks And Industrial Production: Is The Relationship Linear?," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 472-497, November.
    8. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    9. Peersman, Gert & Van Robays, Ine, 2012. "Cross-country differences in the effects of oil shocks," Energy Economics, Elsevier, vol. 34(5), pages 1532-1547.
    10. Ratti, Ronald A. & Vespignani, Joaquin L., 2015. "OPEC and non-OPEC oil production and the global economy," Energy Economics, Elsevier, vol. 50(C), pages 364-378.
    11. Finn, Mary G, 2000. "Perfect Competition and the Effects of Energy Price Increases on Economic Activity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(3), pages 400-416, August.
    12. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    13. F. Gerard Adams & Jaime Marquez, 1984. "Petroleum Price Elasticity, Income Effects, and OPEC's Pricing Policy," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 115-128.
    14. Taghizadeh-Hesary, Farhad & Rasoulinezhad, Ehsan & Yoshino, Naoyuki, 2019. "Energy and Food Security: Linkages through Price Volatility," Energy Policy, Elsevier, vol. 128(C), pages 796-806.
    15. Hamilton, James D & Herrera, Ana Maria, 2004. "Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy: Comment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 265-286, April.
    16. Askari, Hossein & Krichene, Noureddine, 2010. "An oil demand and supply model incorporating monetary policy," Energy, Elsevier, vol. 35(5), pages 2013-2021.
    17. Naoyuki Yoshino & Victoriia Alekhina, 2016. "Impact of oil price fluctuations on an energy-exporting economy: Evidence from Russia," Journal of Administrative and Business Studies, Professor Dr. Usman Raja, vol. 2(4), pages 156-166.
    18. Anna Kormilitsina, 2011. "Oil Price Shocks and the Optimality of Monetary Policy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 199-223, January.
    19. Farhad Taghizadeh Hesary & Naoyuki Yoshino & Ghahraman Abdoli & Asadollah Farzinvash, 2013. "An Estimation of the Impact of Oil Shocks on Crude Oil Exporting Economies and Their Trade Partners," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 8(4), pages 571-591, December.
    20. Du, Limin & Yanan, He & Wei, Chu, 2010. "The relationship between oil price shocks and China's macro-economy: An empirical analysis," Energy Policy, Elsevier, vol. 38(8), pages 4142-4151, August.
    21. Lutz Kilian & Bruce Hicks, 2013. "Did Unexpectedly Strong Economic Growth Cause the Oil Price Shock of 2003–2008?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 32(5), pages 385-394, August.
    22. Favero, Carlo A & Pesaran, M Hashem & Sharma, Sunil, 1994. "A Duration Model of Irreversible Oil Investment: Theory and Empirical Evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 95-112, Suppl. De.
    23. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    24. Naoyuki Yoshino & Farhad Taghizadeh-Hesary, 2014. "Monetary policy and oil price fluctuations following the subprime mortgage crisis," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 7(3), pages 157-174.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Krzysztof Drachal, 2022. "Forecasting the Crude Oil Spot Price with Bayesian Symbolic Regression," Energies, MDPI, vol. 16(1), pages 1-29, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Victoriia Alekhina & Naoyuki Yoshino, 2019. "Exogeneity of world oil prices to the Russian Federation’s economy and monetary policy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 531-555, December.
    2. Alekhina, Victoriia & Yoshino, Naoyuki, 2018. "Impact of World Oil Prices on an Energy Exporting Economy Including Monetary Policy," ADBI Working Papers 828, Asian Development Bank Institute.
    3. Lang, Korbinian & Auer, Benjamin R., 2020. "The economic and financial properties of crude oil: A review," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    4. Farhad Farhad Taghizadeh-Hesary, 2015. "Macroeconomic effects of oil price fluctuations on emerging and developed economies in a model incorporating monetary variables," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2015(2), pages 51-75.
    5. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki & Rasoulinezhad, Ehsan & Chang, Youngho, 2019. "Trade linkages and transmission of oil price fluctuations," Energy Policy, Elsevier, vol. 133(C).
    6. Grzegorz Przekota, 2022. "Do High Fuel Prices Pose an Obstacle to Economic Growth? A Study for Poland," Energies, MDPI, vol. 15(18), pages 1-15, September.
    7. Taghizadeh-Hesary, Farhad & Rasoulinezhad, Ehsan & Yoshino, Naoyuki, 2019. "Energy and Food Security: Linkages through Price Volatility," Energy Policy, Elsevier, vol. 128(C), pages 796-806.
    8. Raghavan, Mala, 2020. "An analysis of the global oil market using SVARMA models," Energy Economics, Elsevier, vol. 86(C).
    9. Christiane Baumeister & Gert Peersman, 2013. "Time-Varying Effects of Oil Supply Shocks on the US Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(4), pages 1-28, October.
    10. Raghavan, Mala, 2015. "The macroeconomic effects of oil price shocks on ASEAN-5 economies," Working Papers 2015-10, University of Tasmania, Tasmanian School of Business and Economics.
    11. Farhad Taghizadeh-Hesary & Ehsan Rasoulinezhad & Yoshikazu Kobayashi, 2016. "Oil price fluctuations and oil consuming sectors: An empirical analysis of Japan," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2016(2), pages 33-51.
    12. Zulfigarov, Farid & Neuenkirch, Matthias, 2020. "The impact of oil price changes on selected macroeconomic indicators in Azerbaijan," Economic Systems, Elsevier, vol. 44(4).
    13. Rajesh H. Acharya & Anver C. Sadath, 2018. "Revisiting the relationship between oil price and macro economy: Evidence from India," ECONOMICS AND POLICY OF ENERGY AND THE ENVIRONMENT, FrancoAngeli Editore, vol. 2018(1), pages 173-190.
    14. Wensheng Kang & Ronald A. Ratti, 2015. "Oil shocks, policy uncertainty and stock returns in China," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(4), pages 657-676, October.
    15. Aastveit, Knut Are, 2014. "Oil price shocks in a data-rich environment," Energy Economics, Elsevier, vol. 45(C), pages 268-279.
    16. Herrera, Ana María & Karaki, Mohamad B. & Rangaraju, Sandeep Kumar, 2019. "Oil price shocks and U.S. economic activity," Energy Policy, Elsevier, vol. 129(C), pages 89-99.
    17. Joëts, Marc & Mignon, Valérie & Razafindrabe, Tovonony, 2017. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Energy Economics, Elsevier, vol. 68(C), pages 313-326.
    18. Knut Are Aastveit & Hilde C. Bjørnland & Leif Anders Thorsrud, 2015. "What Drives Oil Prices? Emerging Versus Developed Economies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(7), pages 1013-1028, November.
    19. Jaime Casassus & Freddy Higuera, 2011. "Stock Return Predictability and Oil Prices," Documentos de Trabajo 406, Instituto de Economia. Pontificia Universidad Católica de Chile..
    20. Ratti, Ronald A. & Vespignani, Joaquin L., 2013. "Liquidity and crude oil prices: China's influence over 1996–2011," Economic Modelling, Elsevier, vol. 33(C), pages 517-525.

    More about this item

    Keywords

    oil prices; industrial production; macro-economy;
    All these keywords.

    JEL classification:

    • Q31 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Demand and Supply; Prices
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ris:adbiwp:0982. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ADB Institute (email available below). General contact details of provider: https://edirc.repec.org/data/adbinjp.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.