IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v75y2018icp28-41.html
   My bibliography  Save this article

A dynamic network analysis of the world oil market: Analysis of OPEC and non-OPEC members

Author

Listed:
  • Al Rousan, Sahel
  • Sbia, Rashid
  • Tas, Bedri Kamil Onur

Abstract

We characterize the dynamic network structure of major oil producing countries. We examine the oil production coordination of 13 Organization of the Petroleum Exporting Countries (OPEC) and 17 non-OPEC members. We construct the dynamic network structure using the network connectedness measure of Diebold and Yilmaz (2009). We investigate the structural changes in connectedness of OPEC and non-OPEC members. Additionally, we study how the influence of OPEC members, non-OPEC countries and major oil producers evolve. We find that the network structure of major oil-producing countries changes significantly over time. Specifically, the impact of changes in oil-production of all OPEC members on global oil production declines, whereas the impact of non-OPEC on global oil production increases. OPEC's “increase” decisions have a significant and positive impact on OPEC and non-OPEC coordination. However, “cut” decisions do not affect coordination. We find that OPEC countries and developing countries have significantly higher levels of connectedness. Additionally, countries with high oil production levels have significantly more influence. The empirical results provide intuition about the recent developments in global oil production.

Suggested Citation

  • Al Rousan, Sahel & Sbia, Rashid & Tas, Bedri Kamil Onur, 2018. "A dynamic network analysis of the world oil market: Analysis of OPEC and non-OPEC members," Energy Economics, Elsevier, vol. 75(C), pages 28-41.
  • Handle: RePEc:eee:eneeco:v:75:y:2018:i:c:p:28-41
    DOI: 10.1016/j.eneco.2018.07.032
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988318302822
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2018.07.032?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    2. Hochman, Gal & Zilberman, David, 2015. "The political economy of OPEC," Energy Economics, Elsevier, vol. 48(C), pages 203-216.
    3. Alkhathlan, Khalid & Gately, Dermot & Javid, Muhammad, 2014. "Analysis of Saudi Arabia's behavior within OPEC and the world oil market," Energy Policy, Elsevier, vol. 64(C), pages 209-225.
    4. James L. Smith, 2005. "Inscrutable OPEC? Behavioral Tests of the Cartel Hypothesis," The Energy Journal, , vol. 26(1), pages 51-82, January.
    5. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    6. Dees, Stephane & Karadeloglou, Pavlos & Kaufmann, Robert K. & Sanchez, Marcelo, 2007. "Modelling the world oil market: Assessment of a quarterly econometric model," Energy Policy, Elsevier, vol. 35(1), pages 178-191, January.
    7. Brémond, Vincent & Hache, Emmanuel & Mignon, Valérie, 2012. "Does OPEC still exist as a cartel? An empirical investigation," Energy Economics, Elsevier, vol. 34(1), pages 125-131.
    8. Robert K. Kaufmann & Stephane Dees & Pavlos Karadeloglou & Marcelo Sanchez, 2004. "Does OPEC Matter? An Econometric Analysis of Oil Prices," The Energy Journal, , vol. 25(4), pages 67-90, October.
    9. Christiane Baumeister & Lutz Kilian, 2016. "Understanding the Decline in the Price of Oil since June 2014," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 131-158.
    10. Pedro A. Almoguera & Christopher C. Douglas & Ana María Herrera, 2011. "Testing for the cartel in OPEC: non-cooperative collusion or just non-cooperative?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 27(1), pages 144-168, Spring.
    11. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    12. Bassam Fattouh & Rahmatallah Poudineh & Anupama Sen, 2016. "The dynamics of the revenue maximization–market share trade-off: Saudi Arabia’s oil policy in the 2014–15 price fall," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(2), pages 223-240.
    13. Kaufmann, Robert K. & Bradford, Andrew & Belanger, Laura H. & Mclaughlin, John P. & Miki, Yosuke, 2008. "Determinants of OPEC production: Implications for OPEC behavior," Energy Economics, Elsevier, vol. 30(2), pages 333-351, March.
    14. Loutia, Amine & Mellios, Constantin & Andriosopoulos, Kostas, 2016. "Do OPEC announcements influence oil prices?," Energy Policy, Elsevier, vol. 90(C), pages 262-272.
    15. Ramcharran, Harri, 2002. "Oil production responses to price changes: an empirical application of the competitive model to OPEC and non-OPEC countries," Energy Economics, Elsevier, vol. 24(2), pages 97-106, March.
    16. 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.
    17. Barros, Carlos Pestana & Gil-Alana, Luis A. & Payne, James E., 2011. "An analysis of oil production by OPEC countries: Persistence, breaks, and outliers," Energy Policy, Elsevier, vol. 39(1), pages 442-453, January.
    18. Belu Mănescu, Cristiana & Nuño, Galo, 2015. "Quantitative effects of the shale oil revolution," Energy Policy, Elsevier, vol. 86(C), pages 855-866.
    19. Hansen, Bruce E., 1992. "Testing for parameter instability in linear models," Journal of Policy Modeling, Elsevier, vol. 14(4), pages 517-533, August.
    20. Ewing, Bradley T. & Thompson, Mark A., 2007. "Dynamic cyclical comovements of oil prices with industrial production, consumer prices, unemployment, and stock prices," Energy Policy, Elsevier, vol. 35(11), pages 5535-5540, November.
    21. Lin, Sharon Xiaowen & Tamvakis, Michael, 2010. "OPEC announcements and their effects on crude oil prices," Energy Policy, Elsevier, vol. 38(2), pages 1010-1016, February.
    22. Ansari, Dawud, 2017. "OPEC, Saudi Arabia, and the shale revolution: Insights from equilibrium modelling and oil politics," Energy Policy, Elsevier, vol. 111(C), pages 166-178.
    23. A.F Alhajji & David Huettner, 2000. "OPEC and World Crude Oil Markets from 1973 to 1994: Cartel, Oligopoly, or Competitive?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 31-60.
    24. Schmidbauer, Harald & Rösch, Angi, 2012. "OPEC news announcements: Effects on oil price expectation and volatility," Energy Economics, Elsevier, vol. 34(5), pages 1656-1663.
    25. Griffin, James M, 1985. "OPEC Behavior: A Test of Alternative Hypotheses," American Economic Review, American Economic Association, vol. 75(5), pages 954-963, December.
    26. Mr. Alberto Behar & Robert A Ritz, 2016. "An Analysis of OPEC’s Strategic Actions, US Shale Growth and the 2014 Oil Price Crash," IMF Working Papers 2016/131, International Monetary Fund.
    27. Loderer, Claudio, 1985. "A Test of the OPEC Cartel Hypothesis: 1974-1983," Journal of Finance, American Finance Association, vol. 40(3), pages 991-1006, July.
    28. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    29. Bassam Fattouh & Lavan Mahadeva, 2013. "OPEC: What Difference Has It Made?," Annual Review of Resource Economics, Annual Reviews, vol. 5(1), pages 427-443, June.
    30. Awartani, Basel & Aktham, Maghyereh & Cherif, Guermat, 2016. "The connectedness between crude oil and financial markets: Evidence from implied volatility indices," Journal of Commodity Markets, Elsevier, vol. 4(1), pages 56-69.
    31. Kolodzeij, Marek & Kaufmann, Robert.K., 2014. "Oil demand shocks reconsidered: A cointegrated vector autoregression," Energy Economics, Elsevier, vol. 41(C), pages 33-40.
    32. Daniel Huppmann and Franziska Holz, 2012. "Crude Oil Market Power—A Shift in Recent Years?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    33. Axel Pierru, James L. Smith, and Tamim Zamrik, 2018. "OPECs Impact on Oil Price Volatility: The Role of Spare Capacity," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    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. Nooman Rebei & Rashid Sbia, 2021. "Transitory and permanent shocks in the global market for crude oil," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(7), pages 1047-1064, November.
    2. Kisswani, Khalid M. & Lahiani, Amine & Mefteh-Wali, Salma, 2022. "An analysis of OPEC oil production reaction to non-OPEC oil supply," Resources Policy, Elsevier, vol. 77(C).
    3. Gaoke Liao & Zhenghui Li & Ziqing Du & Yue Liu, 2019. "The Heterogeneous Interconnections between Supply or Demand Side and Oil Risks," Energies, MDPI, vol. 12(11), pages 1-17, June.
    4. Gil-Alana, Luis A. & Dadgar, Yadollah & Nazari, Rouhollah, 2020. "An analysis of the OPEC and non-OPEC position in the World Oil Market: A fractionally integrated approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 541(C).
    5. Xiaoyu Niu & Wei Chen & Nyuying Wang, 2023. "Spatiotemporal Dynamics and Topological Evolution of the Global Crude Oil Trade Network," Energies, MDPI, vol. 16(4), pages 1-18, February.
    6. Peng, Peng & Poon, Jessie P.H. & Yang, Yu & Lu, Feng & Cheng, Shifen, 2019. "Global oil traffic network and diffusion of influence among ports using real time data," Energy, Elsevier, vol. 172(C), pages 333-342.
    7. Wu, Ling & Hock Ow, Siew, 2021. "The Impact of News Sentiment on the Stock Market Fluctuation: The Case of Selected Energy Sector," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 55(3), pages 1-21.
    8. Wei, Na & Xie, Wen-Jie & Zhou, Wei-Xing, 2022. "Robustness of the international oil trade network under targeted attacks to economies," Energy, Elsevier, vol. 251(C).
    9. Guo, Yue & Yang, Yu & Wang, Chang, 2021. "Global energy networks: Geographies of mergers and acquisitions of worldwide oil companies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    10. Qian, Biyu & Wang, Gang-Jin & Feng, Yusen & Xie, Chi, 2022. "Partial cross-quantilogram networks: Measuring quantile connectedness of financial institutions," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
    11. Wang, Yilei & Cheng, Sheng & Cao, Yan, 2022. "How does economic policy uncertainty respond to the global oil price fluctuations? Evidence from BRICS countries," Resources Policy, Elsevier, vol. 79(C).
    12. Yue Liu & Hao Dong & Pierre Failler, 2019. "The Oil Market Reactions to OPEC’s Announcements," Energies, MDPI, vol. 12(17), pages 1-15, August.
    13. Masoud Shirazi Abdolrasoul Ghasemi Teymour Mohammadi Jurica Šimurina Ali Faridzad Atefeh Taklif, 2020. "A Dynamic Network Comparison Analysis of Crude Oil Trade: Evidence from Eastern Europe and Eurasia," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 23(1), pages 95-119, May.
    14. C.R. BISHNOI & Apeksha SHARMA, 2022. "An econometric approach to analyse the perceived cartel behaviour of OPEC," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(3(632), A), pages 27-42, Autumn.
    15. N. Wei & W. -J. Xie & W. -X. Zhou, 2021. "Robustness of the international oil trade network under targeted attacks to economies," Papers 2101.10679, arXiv.org, revised Jan 2021.
    16. Su, Chi-Wei & Huang, Shi-Wen & Qin, Meng & Umar, Muhammad, 2021. "Does crude oil price stimulate economic policy uncertainty in BRICS?," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    17. Xi, Xian & Zhou, Jinsheng & Gao, Xiangyun & Liu, Donghui & Zheng, Huiling & Sun, Qingru, 2019. "Impact of changes in crude oil trade network patterns on national economy," Energy Economics, Elsevier, vol. 84(C).

    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. Golombek, Rolf & Irarrazabal, Alfonso A. & Ma, Lin, 2018. "OPEC's market power: An empirical dominant firm model for the oil market," Energy Economics, Elsevier, vol. 70(C), pages 98-115.
    2. Parnes, Dror, 2019. "Heterogeneous noncompliance with OPEC's oil production cuts," Energy Economics, Elsevier, vol. 78(C), pages 289-300.
    3. Ansari, Dawud, 2017. "OPEC, Saudi Arabia, and the shale revolution: Insights from equilibrium modelling and oil politics," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111, pages 166-178.
    4. Antonio Fernandois & Carlos A. Medel, 2020. "Geopolitical tensions, OPEC news, and the oil price: A granger causality analysis," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 35(2), pages 57-90, October.
    5. Kisswani, Khalid M. & Lahiani, Amine & Mefteh-Wali, Salma, 2022. "An analysis of OPEC oil production reaction to non-OPEC oil supply," Resources Policy, Elsevier, vol. 77(C).
    6. Kaushik Ranjan Bandyopadhyay, 2022. "Oil and Gas Markets and COVID-19: A Critical Rumination on Drivers, Triggers, and Volatility," Energies, MDPI, vol. 15(8), pages 1-21, April.
    7. Loutia, Amine & Mellios, Constantin & Andriosopoulos, Kostas, 2016. "Do OPEC announcements influence oil prices?," Energy Policy, Elsevier, vol. 90(C), pages 262-272.
    8. 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.
    9. Pål Boug & Ådne Cappelen, 2022. "Did OPEC change its behaviour after the November 2014 meeting?," Empirical Economics, Springer, vol. 62(5), pages 2285-2305, May.
    10. Cologni, Alessandro & Manera, Matteo, 2014. "On the economic determinants of oil production," Energy Economics, Elsevier, vol. 44(C), pages 68-79.
    11. Celso Brunetti, Bahattin Buyuksahin, Michel A. Robe, and Kirsten R. Soneson, 2013. "OPEC "Fair Price" Pronouncements and the Market Price of Crude Oil," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    12. Mr. Alberto Behar & Robert A Ritz, 2016. "An Analysis of OPEC’s Strategic Actions, US Shale Growth and the 2014 Oil Price Crash," IMF Working Papers 2016/131, International Monetary Fund.
    13. Behar, Alberto & Ritz, Robert A., 2017. "OPEC vs US shale: Analyzing the shift to a market-share strategy," Energy Economics, Elsevier, vol. 63(C), pages 185-198.
    14. Berk, Istemi & Çam , Eren, 2019. "The Shift in Global Crude Oil Market Structure: A model-based analysis of the period 2013–2017," EWI Working Papers 2019-5, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    15. Even Comfort Hvinden, 2019. "OPEC's crude game," Working Papers No 10/2019, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    16. Berk, Istemi & Çam, Eren, 2020. "The shift in global crude oil market structure: A model-based analysis of the period 2013–2017," Energy Policy, Elsevier, vol. 142(C).
    17. Thomas St rdal Gundersen & Even Soltvedt Hvinden, 2021. "OPEC's crude game: Strategic Competition and Regime-switching in Global Oil Markets," Working Papers No 01/2021, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    18. Dagoumas, Athanasios & Perifanis, Theodosios & Polemis, Michael, 2017. "An econometric model to assess the Saudi Arabia crude oil strategy," MPRA Paper 86283, University Library of Munich, Germany.
    19. Bharati, Rakesh & Crain, Susan J. & Kaminski, Vincent, 2012. "Clustering in crude oil prices and the target pricing zone hypothesis," Energy Economics, Elsevier, vol. 34(4), pages 1115-1123.
    20. Alberto Behar & Robert A. Ritz, 2016. "OPEC vs US shale oil: Analyzing the shift to a market-share strategy," Cambridge Working Papers in Economics 1623, Faculty of Economics, University of Cambridge.

    More about this item

    Keywords

    Global oil production; Coordination; Networks; OPEC;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy

    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:eee:eneeco:v:75:y:2018:i:c:p:28-41. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.