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How crude oil prices shape the global division of labor


  • Picciolo, Francesco
  • Papandreou, Andreas
  • Hubacek, Klaus
  • Ruzzenenti, Franco


Our work sheds new light on the role of oil prices in shaping the world economy by investigating flows of goods and services through global value chains between 1960 and 2011, by means of Markov Chain and network analysis. We show that over that time period the international division of labor and trade patterns are tightly linked to the price of oil. We observe a remarkably high negative correlation (−0.85) between the oil price and the share of cyclical value, i.e. the share of value embodied in raw materials and intermediate products that are conserved across direct and indirect relationships. We demonstrate that this correlation does not depend on the balance of payments nor on the nominal value of trade or trade agreements; it is instead linked to the way Global Value Chains (GVCs) shape global trade. The cycling indexes show two majors structural breaks in terms of distance and length of GVCs, hinting at two phases of the recent globalization dynamics, sustained by two major transport modes. Our study suggests that transport played an important structural role in shaping GVCs, unveiling the deep, long-term impact of energy costs on the structure and connectivity of the global economy. In more theoretical term, our results indicate that the production structure could be approached as an energy system, forged by the efficiency in the transport sector. Understanding the role of oil in a globalized economy is of paramount importance for decoupling of economic growth from energy growth and transitioning toward a de-carbonized economy.

Suggested Citation

  • Picciolo, Francesco & Papandreou, Andreas & Hubacek, Klaus & Ruzzenenti, Franco, 2017. "How crude oil prices shape the global division of labor," Applied Energy, Elsevier, vol. 189(C), pages 753-761.
  • Handle: RePEc:eee:appene:v:189:y:2017:i:c:p:753-761 DOI: 10.1016/j.apenergy.2016.10.129

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    References listed on IDEAS

    1. Hamilton, James D., 2011. "Nonlinearities And The Macroeconomic Effects Of Oil Prices," Macroeconomic Dynamics, Cambridge University Press, vol. 15(S3), pages 364-378, November.
    2. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    3. Peiteng Shi & Jiang Zhang & Bo Yang & Jingfei Luo, 2014. "Hierarchicality of Trade Flow Networks Reveals Complexity of Products," Papers 1401.3103,
    4. Park, Jungwook & Ratti, Ronald A., 2008. "Oil price shocks and stock markets in the U.S. and 13 European countries," Energy Economics, Elsevier, vol. 30(5), pages 2587-2608, September.
    5. João Amador & Sónia Cabral, 2017. "Networks of Value-added Trade," The World Economy, Wiley Blackwell, vol. 40(7), pages 1291-1313, July.
    6. Amador, João, 2012. "Energy content in manufacturing exports: A cross-country analysis," Energy Economics, Elsevier, vol. 34(4), pages 1074-1081.
    7. Arik Levinson & M. Scott Taylor, 2008. "Unmasking The Pollution Haven Effect," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(1), pages 223-254, February.
    8. Hooker, Mark A., 1996. "What happened to the oil price-macroeconomy relationship?," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 195-213, October.
    9. Christopher Allsopp & Bassam Fattouh, 2011. "Oil and international energy," Oxford Review of Economic Policy, Oxford University Press, vol. 27(1), pages 1-32, Spring.
    10. Ruzzenenti, F. & Basosi, R., 2008. "The rebound effect: An evolutionary perspective," Ecological Economics, Elsevier, vol. 67(4), pages 526-537, November.
    11. Amador, João & Cabral, Sónia, 2014. "Global value chains: surveying drivers and measures," Working Paper Series 1739, European Central Bank.
    12. Carlos A. Carrasco & Felipe Serrano, 2014. "Global and European Imbalances:A critical review," Working papers wpaper42, Financialisation, Economy, Society & Sustainable Development (FESSUD) Project.
    13. Robert B. Barsky & Lutz Kilian, 2004. "Oil and the Macroeconomy Since the 1970s," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 115-134, Fall.
    14. Robert C. Feenstra & Gordon H. Hanson, "undated". "Productivity Measurement And The Impact Of Trade And Technology On Wages: Estimates For The U.S., 1972-1990," Department of Economics 97-17, California Davis - Department of Economics.
    15. David T Coe & Arvind Subramanian & Natalia T Tamirisa, 2007. "The Missing Globalization Puzzle: Evidence of the Declining Importance of Distance," IMF Staff Papers, Palgrave Macmillan, vol. 54(1), pages 34-58, May.
    16. Tiziano Squartini & Diego Garlaschelli, 2012. "Triadic motifs and dyadic self-organization in the World Trade Network," Papers 1201.1215,, revised Jan 2012.
    17. Kristian Skrede Gleditsch, 2002. "Expanded Trade and GDP Data," Journal of Conflict Resolution, Peace Science Society (International), vol. 46(5), pages 712-724, October.
    18. Alvarez-Ramirez, Jose & Alvarez, Jesus & Solis, Ricardo, 2010. "Crude oil market efficiency and modeling: Insights from the multiscaling autocorrelation pattern," Energy Economics, Elsevier, vol. 32(5), pages 993-1000, September.
    19. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    20. Donald W. Jones, Paul N. Leiby and Inja K. Paik, 2004. "Oil Price Shocks and the Macroeconomy: What Has Been Learned Since 1996," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-32.
    21. Franco Ruzzenenti & Diego Garlaschelli & Riccardo Basosi, 2010. "Complex Networks and Symmetry II: Reciprocity and Evolution of World Trade," Papers 1009.4489,
    22. Mork, Knut Anton, 1989. "Oil and Macroeconomy When Prices Go Up and Down: An Extension of Hamilton's Results," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 740-744, June.
    23. Sébastien Miroudot & Rainer Lanz & Alexandros Ragoussis, 2009. "Trade in Intermediate Goods and Services," OECD Trade Policy Papers 93, OECD Publishing.
    24. Hooker, Mark A., 1996. "This is what happened to the oil price-macroeconomy relationship: Reply," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 221-222, October.
    25. Liu, Yu & Meng, Bo & Hubacek, Klaus & Xue, Jinjun & Feng, Kuishuang & Gao, Yuning, 2016. "‘Made in China’: A reevaluation of embodied CO2 emissions in Chinese exports using firm heterogeneity information," Applied Energy, Elsevier, vol. 184(C), pages 1106-1113.
    26. David Hummels, 2007. "Transportation Costs and International Trade in the Second Era of Globalization," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 131-154, Summer.
    27. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    28. 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.
    29. Oladosu, Gbadebo, 2009. "Identifying the oil price-macroeconomy relationship: An empirical mode decomposition analysis of US data," Energy Policy, Elsevier, vol. 37(12), pages 5417-5426, December.
    30. Naccache, Théo, 2010. "Slow oil shocks and the "weakening of the oil price-macroeconomy relationship"," Energy Policy, Elsevier, vol. 38(5), pages 2340-2345, May.
    31. Ayres, Robert U & Ayres, Leslie W & Warr, Benjamin, 2003. "Exergy, power and work in the US economy, 1900–1998," Energy, Elsevier, vol. 28(3), pages 219-273.
    32. Papapetrou, Evangelia, 2001. "Oil price shocks, stock market, economic activity and employment in Greece," Energy Economics, Elsevier, vol. 23(5), pages 511-532, September.
    33. Garlaschelli, Diego & Loffredo, Maria I., 2005. "Structure and evolution of the world trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 355(1), pages 138-144.
    34. repec:clg:wpaper:2008-02 is not listed on IDEAS
    35. João Amador & Sónia Cabral, 2014. "Global Value Chains: Surveying Drivers, Measures and Impacts," Working Papers w201403, Banco de Portugal, Economics and Research Department.
    36. Li, Qiming & Cheng, Ke & Yang, Xiaoguang, 2017. "Response pattern of stock returns to international oil price shocks: From the perspective of China’s oil industrial chain," Applied Energy, Elsevier, vol. 185(P2), pages 1821-1831.
    37. D. Garlaschelli & M. I. Loffredo, 2005. "Structure and Evolution of the World Trade Network," Papers physics/0502066,, revised May 2005.
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