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Portfolio decisions of primary energy sources and economic complexity: The world's large energy user evidence

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  • Shirazi, Masoud
  • Fuinhas, José Alberto

Abstract

Sustainable energy systems are sensitive to economic complexity, i.e., the combination of knowledge, innovation, and productivity, since it affects the countries' portfolio decisions of primary energy sources, shaping geopolitics, and contributing to global energy security. This research assesses the impact of economic complexity on the performance of two energy systems measurements, e.g., diversification of primary energy demand (D.P.E.D) and non-carbon-based fuel portfolio (N.C.F.P), controlling for energy intensity, energy prices, resource supply diversity, and CO2 emissions in a panel of 25 large energy-using countries during 1998–2018. The findings support the long-run and causal relationships across energy systems using the panel cointegration methods and dynamic panel models. Specifically, economic complexity's statistically significant and positive effect on D.P.E.D and N.C.F.P is detected. Moreover, the contribution of N.C.F.P to total energy demand is more elastic than D.P.E.D when the shares of economic complexity and the control variables increase. Results also indicate that the cyclical movements of economic complexity are not related to energy systems fluctuations across large energy-consuming economies. Consequently, the role of economic complexity in sustainable energy systems is a necessary condition to overcome the barriers in achieving (i) resource abundance and equitability and (ii) a non-carbon-based fuel portfolio for large energy consumers.

Suggested Citation

  • Shirazi, Masoud & Fuinhas, José Alberto, 2023. "Portfolio decisions of primary energy sources and economic complexity: The world's large energy user evidence," Renewable Energy, Elsevier, vol. 202(C), pages 347-361.
    • Handle: RePEc:eee:renene:v:202:y:2023:i:c:p:347-361
    DOI: 10.1016/j.renene.2022.11.050
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    as
    1. Nepal, Rabindra & Paija, Nirash, 2019. "Energy security, electricity, population and economic growth: The case of a developing South Asian resource-rich economy," Energy Policy, Elsevier, vol. 132(C), pages 771-781.
    2. van Hove, Leo, 1993. "Diversification of primary energy consumption in six West European countries : Quantification and analysis by means of measures of concentration," Energy Economics, Elsevier, vol. 15(4), pages 239-244, October.
    3. Samargandi, Nahla, 2019. "Energy intensity and its determinants in OPEC countries," Energy, Elsevier, vol. 186(C).
    4. Filipović, Sanja & Verbič, Miroslav & Radovanović, Mirjana, 2015. "Determinants of energy intensity in the European Union: A panel data analysis," Energy, Elsevier, vol. 92(P3), pages 547-555.
    5. Rajavuori, Mikko & Huhta, Kaisa, 2020. "Investment screening: Implications for the energy sector and energy security," Energy Policy, Elsevier, vol. 144(C).
    6. Liu, Liu & Wang, Dan & Hou, Kai & Jia, Hong-jie & Li, Si-yuan, 2020. "Region model and application of regional integrated energy system security analysis," Applied Energy, Elsevier, vol. 260(C).
    7. 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.
    8. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    9. Gong, Xu & Wang, You & Lin, Boqiang, 2021. "Assessing dynamic China’s energy security: Based on functional data analysis," Energy, Elsevier, vol. 217(C).
    10. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    11. Huang, Junbing & Hao, Yu & Lei, Hongyan, 2018. "Indigenous versus foreign innovation and energy intensity in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 1721-1729.
    12. Chihwa Kao & Min-Hsien Chiang, 1997. "On the Estimation and Inference of a Cointegrated Regression in Panel Data," Econometrics 9703001, University Library of Munich, Germany.
    13. Li, Jinchao & Wang, Lina & Lin, Xiaoshan & Qu, Shen, 2020. "Analysis of China’s energy security evaluation system: Based on the energy security data from 30 provinces from 2010 to 2016," Energy, Elsevier, vol. 198(C).
    14. Peersman, Gert & Van Robays, Ine, 2012. "Cross-country differences in the effects of oil shocks," Energy Economics, Elsevier, vol. 34(5), pages 1532-1547.
    15. Roques, Fabien A. & Newbery, David M. & Nuttall, William J., 2008. "Fuel mix diversification incentives in liberalized electricity markets: A Mean-Variance Portfolio theory approach," Energy Economics, Elsevier, vol. 30(4), pages 1831-1849, July.
    16. Cherp, Aleh & Jewell, Jessica, 2014. "The concept of energy security: Beyond the four As," Energy Policy, Elsevier, vol. 75(C), pages 415-421.
    17. Adom, Philip Kofi, 2015. "Asymmetric impacts of the determinants of energy intensity in Nigeria," Energy Economics, Elsevier, vol. 49(C), pages 570-580.
    18. Shepard, Jun U. & Pratson, Lincoln F., 2020. "Hybrid input-output analysis of embodied energy security," Applied Energy, Elsevier, vol. 279(C).
    19. Ang, B.W. & Choong, W.L. & Ng, T.S., 2015. "A framework for evaluating Singapore’s energy security," Applied Energy, Elsevier, vol. 148(C), pages 314-325.
    20. Costello, Ken, 2007. "Diversity of Generation Technologies: Implications for Decision-Making and Public Policy," The Electricity Journal, Elsevier, vol. 20(5), pages 10-21, June.
    21. Ang, B.W., 2006. "Monitoring changes in economy-wide energy efficiency: From energy-GDP ratio to composite efficiency index," Energy Policy, Elsevier, vol. 34(5), pages 574-582, March.
    22. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    23. Dierk Herzer & Holger Strulik & Sebastian Vollmer, 2012. "The long-run determinants of fertility: one century of demographic change 1900–1999," Journal of Economic Growth, Springer, vol. 17(4), pages 357-385, December.
    24. Shirazi, Masoud, 2022. "Assessing energy trilemma-related policies: The world's large energy user evidence," Energy Policy, Elsevier, vol. 167(C).
    25. Bai, Xiwen & Lam, Jasmine Siu Lee, 2019. "A copula-GARCH approach for analyzing dynamic conditional dependency structure between liquefied petroleum gas freight rate, product price arbitrage and crude oil price," Energy Economics, Elsevier, vol. 78(C), pages 412-427.
    26. Manuela Tvaronavičienė & Alminas Mačiulis & Toma Lankauskienė & Jurgita Raudeliūnienė & Ignas Dzemyda, 2015. "Energy security and sustainable competitiveness of industry development," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 28(1), pages 502-515, January.
    27. Francisco Jareño & Román Ferrer & Stanislava Miroslavova, 2016. "US stock market sensitivity to interest and inflation rates: a quantile regression approach," Applied Economics, Taylor & Francis Journals, vol. 48(26), pages 2469-2481, June.
    28. Antonietti, Roberto & Fontini, Fulvio, 2019. "Does energy price affect energy efficiency? Cross-country panel evidence," Energy Policy, Elsevier, vol. 129(C), pages 896-906.
    29. Larch, Martin & Orseau, Eloïse & van der Wielen, Wouter, 2021. "Do EU fiscal rules support or hinder counter-cyclical fiscal policy?," Journal of International Money and Finance, Elsevier, vol. 112(C).
    30. Hanif, Imran & Faraz Raza, Syed Muhammad & Gago-de-Santos, Pilar & Abbas, Qaiser, 2019. "Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: Some empirical evidence," Energy, Elsevier, vol. 171(C), pages 493-501.
    31. Sun, Chenhao & Wang, Xin & Zheng, Yihui, 2020. "An ensemble system to predict the spatiotemporal distribution of energy security weaknesses in transmission networks," Applied Energy, Elsevier, vol. 258(C).
    32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    33. Lu, Hongfang & Xu, FengYing & Liu, Hongxiao & Wang, Jun & Campbell, Daniel E. & Ren, Hai, 2019. "Emergy-based analysis of the energy security of China," Energy, Elsevier, vol. 181(C), pages 123-135.
    34. Guan, Qing & An, Haizhong & Gao, Xiangyun & Huang, Shupei & Li, Huajiao, 2016. "Estimating potential trade links in the international crude oil trade: A link prediction approach," Energy, Elsevier, vol. 102(C), pages 406-415.
    35. Lin, Boqiang & Raza, Muhammad Yousaf, 2020. "Analysis of energy security indicators and CO2 emissions. A case from a developing economy," Energy, Elsevier, vol. 200(C).
    36. Laura Ferrando & Román Ferrer & Francisco Jareño, 2017. "Interest Rate Sensitivity of Spanish Industries: A Quantile Regression Approach," Manchester School, University of Manchester, vol. 85(2), pages 212-242, March.
    37. Chalvatzis, Konstantinos J. & Ioannidis, Alexis, 2017. "Energy supply security in the EU: Benchmarking diversity and dependence of primary energy," Applied Energy, Elsevier, vol. 207(C), pages 465-476.
    38. Zhong, Weiqiong & An, Haizhong & Gao, Xiangyun & Sun, Xiaoqi, 2014. "The evolution of communities in the international oil trade network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 413(C), pages 42-52.
    39. García-Gusano, Diego & Iribarren, Diego & Garraín, Daniel, 2017. "Prospective analysis of energy security: A practical life-cycle approach focused on renewable power generation and oriented towards policy-makers," Applied Energy, Elsevier, vol. 190(C), pages 891-901.
    40. Dainius Genys & RiÄ ardas KrikÅ¡tolaitis, 2020. "Clusterization of public perception of nuclear energy in relation to changing political priorities," Insights into Regional Development, VsI Entrepreneurship and Sustainability Center, vol. 2(4), pages 750-764, December.
    41. 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.
    42. Jiang, Tao & Zhang, Rufeng & Li, Xue & Chen, Houhe & Li, Guoqing, 2021. "Integrated energy system security region: Concepts, methods, and implementations," Applied Energy, Elsevier, vol. 283(C).
    43. Kosai, Shoki & Unesaki, Hironobu, 2020. "Short-term vs long-term reliance: Development of a novel approach for diversity of fuels for electricity in energy security," Applied Energy, Elsevier, vol. 262(C).
    44. Augutis, Juozas & Krikštolaitis, Ričardas & Martišauskas, Linas & Urbonienė, Sigita & Urbonas, Rolandas & Ušpurienė, Aistė Barbora, 2020. "Analysis of energy security level in the Baltic States based on indicator approach," Energy, Elsevier, vol. 199(C).
    45. Thangavelu, Sundar Raj & Khambadkone, Ashwin M. & Karimi, Iftekhar A., 2015. "Long-term optimal energy mix planning towards high energy security and low GHG emission," Applied Energy, Elsevier, vol. 154(C), pages 959-969.
    46. Lin, Boqiang & Du, Kerui, 2015. "Measuring energy rebound effect in the Chinese economy: An economic accounting approach," Energy Economics, Elsevier, vol. 50(C), pages 96-104.
    47. Gan, Wei & Ai, Xiaomeng & Fang, Jiakun & Yan, Mingyu & Yao, Wei & Zuo, Wenping & Wen, Jinyu, 2019. "Security constrained co-planning of transmission expansion and energy storage," Applied Energy, Elsevier, vol. 239(C), pages 383-394.
    48. Wang, Qiang & Zhou, Kan, 2017. "A framework for evaluating global national energy security," Applied Energy, Elsevier, vol. 188(C), pages 19-31.
    49. Gillessen, B. & Heinrichs, H. & Hake, J.-F. & Allelein, H.-J., 2019. "Natural gas as a bridge to sustainability: Infrastructure expansion regarding energy security and system transition," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    50. Roger Koenker & Zhijie Xiao, 2002. "Inference on the Quantile Regression Process," Econometrica, Econometric Society, vol. 70(4), pages 1583-1612, July.
    51. Bale, Catherine S.E. & Varga, Liz & Foxon, Timothy J., 2015. "Energy and complexity: New ways forward," Applied Energy, Elsevier, vol. 138(C), pages 150-159.
    52. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    53. Sutrisno, Aziiz & Nomaler, Ӧnder & Alkemade, Floor, 2021. "Has the global expansion of energy markets truly improved energy security?," Energy Policy, Elsevier, vol. 148(PA).
    54. Dainius Genys & Ričardas Krikštolaitis, 2020. "Clusterization of public perception of nuclear energy in relation to changing political priorities," Post-Print hal-03271859, HAL.
    55. Martchamadol, Jutamanee & Kumar, S., 2014. "The Aggregated Energy Security Performance Indicator (AESPI) at national and provincial level," Applied Energy, Elsevier, vol. 127(C), pages 219-238.
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    More about this item

    Keywords

    Energy security; Economic complexity; Energy consumption; Dynamic panel model;
    All these keywords.

    JEL classification:

    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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