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Underlying causal factors of the European Union energy intensity: Econometric evidence

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  • Petrović, Predrag
  • Filipović, Sanja
  • Radovanović, Mirjana
Abstract
The aim of the research is to determine the main factors that define the level of energy intensity in the countries of the European Union. The research was conducted by estimation of six baseline and six auxiliary regressions, with and without time lags, in form of one-way fixed and random effects error component models, on different unbalanced panel data samples covering the period 1995–2015. The obtained baseline regressions results generate three sets of findings. The first set consists of extremely robust findings relating to the positive influence of gross fixed capital formation and industrial gross value added, and negative effects of real per capita gross domestic product and oil products retail price. These variables are statistically significant in all 36 baseline empirical models. The second set of results consists of quite robust findings relating to insignificant influence of foreign direct investment and negative influence of coal price. According to the results, it cannot be confirm the hypothesis of energy-saving technology transfer via foreign direct investments in European Union member states. The third set of results shows that the research has failed to generate any robust findings for economic openness (import ratio), urbanization and natural gas price, which means that the effect of these determinants on energy intensity in European Union member states is unspecified. Finally, auxiliary regressions estimation results show that changes in the sectorial composition within the European Union member states’ economies have not enhanced energy-saving technological transfer via foreign direct investments.

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  • Petrović, Predrag & Filipović, Sanja & Radovanović, Mirjana, 2018. "Underlying causal factors of the European Union energy intensity: Econometric evidence," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 216-227.
    • Handle: RePEc:eee:rensus:v:89:y:2018:i:c:p:216-227
    DOI: 10.1016/j.rser.2018.03.061
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    as
    1. Adom, Philip Kofi, 2015. "Determinants of energy intensity in South Africa: Testing for structural effects in parameters," Energy, Elsevier, vol. 89(C), pages 334-346.
    2. Esseghir, Asma & Haouaoui Khouni, Leila, 2014. "Economic growth, energy consumption and sustainable development: The case of the Union for the Mediterranean countries," Energy, Elsevier, vol. 71(C), pages 218-225.
    3. 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.
    4. Phylipsen, G. J. M. & Blok, K. & Worrell, E., 1997. "International comparisons of energy efficiency-Methodologies for the manufacturing industry," Energy Policy, Elsevier, vol. 25(7-9), pages 715-725.
    5. Sbia, Rashid & Shahbaz, Muhammad & Hamdi, Helmi, 2014. "A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE," Economic Modelling, Elsevier, vol. 36(C), pages 191-197.
    6. Jones, Donald W., 1991. "How urbanization affects energy-use in developing countries," Energy Policy, Elsevier, vol. 19(7), pages 621-630, September.
    7. Adom, Philip Kofi, 2015. "Asymmetric impacts of the determinants of energy intensity in Nigeria," Energy Economics, Elsevier, vol. 49(C), pages 570-580.
    8. Pacheco-Torgal, F., 2017. "High tech startup creation for energy efficient built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 618-629.
    9. Kepplinger, D. & Templ, M. & Upadhyaya, S., 2013. "Analysis of energy intensity in manufacturing industry using mixed-effects models," Energy, Elsevier, vol. 59(C), pages 754-763.
    10. Mishra, Vinod & Smyth, Russell & Sharma, Susan, 2009. "The energy-GDP nexus: Evidence from a panel of Pacific Island countries," Resource and Energy Economics, Elsevier, vol. 31(3), pages 210-220, August.
    11. Streimikiene, Dalia & Ciegis, Remigijus & Grundey, Dainora, 2007. "Energy indicators for sustainable development in Baltic States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(5), pages 877-893, June.
    12. Samouilidis, J. -E. & Mitropoulos, C. S., 1984. "Energy and economic growth in industrializing countries : The case of Greece," Energy Economics, Elsevier, vol. 6(3), pages 191-201, July.
    13. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    14. Bildirici, Melike E. & Bakirtas, Tahsin, 2014. "The relationship among oil, natural gas and coal consumption and economic growth in BRICTS (Brazil, Russian, India, China, Turkey and South Africa) countries," Energy, Elsevier, vol. 65(C), pages 134-144.
    15. Jiang, Jinhe, 2016. "China's urban residential carbon emission and energy efficiency policy," Energy, Elsevier, vol. 109(C), pages 866-875.
    16. Wasseem Mina, 2014. "United Arab Emirates FDI Outlook," The World Economy, Wiley Blackwell, vol. 37(12), pages 1716-1730, December.
    17. Lin, Boqiang & Moubarak, Mohamed, 2014. "Estimation of energy saving potential in China's paper industry," Energy, Elsevier, vol. 65(C), pages 182-189.
    18. Worrell, Ernst & Price, Lynn & Martin, Nathan & Farla, Jacco & Schaeffer, Roberto, 1997. "Energy intensity in the iron and steel industry: a comparison of physical and economic indicators," Energy Policy, Elsevier, vol. 25(7-9), pages 727-744.
    19. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    20. Tian, Wei & Song, Jitian & Li, Zhanyong, 2014. "Spatial regression analysis of domestic energy in urban areas," Energy, Elsevier, vol. 76(C), pages 629-640.
    21. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    22. Zhao, Yue & Ke, Jing & Ni, Chun Chun & McNeil, Michael & Khanna, Nina Zheng & Zhou, Nan & Fridley, David & Li, Qiqiang, 2014. "A comparative study of energy consumption and efficiency of Japanese and Chinese manufacturing industry," Energy Policy, Elsevier, vol. 70(C), pages 45-56.
    23. Zhang, Jianling & Wang, Guoshun, 2008. "Energy saving technologies and productive efficiency in the Chinese iron and steel sector," Energy, Elsevier, vol. 33(4), pages 525-537.
    24. Fisher-Vanden, Karen & Jefferson, Gary H. & Liu, Hongmei & Tao, Quan, 2004. "What is driving China's decline in energy intensity?," Resource and Energy Economics, Elsevier, vol. 26(1), pages 77-97, March.
    25. Sonja Peterson, 2008. "Greenhouse gas mitigation in developing countries through technology transfer?: a survey of empirical evidence," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 13(3), pages 283-305, March.
    26. Wen, Zongguo & Xu, Jinjing & Lee, Jason C.K. & Ren, Cuiping, 2017. "Symbiotic technology-based potential for energy saving: A case study in China's iron and steel industrial parks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1303-1311.
    27. Makridou, Georgia & Andriosopoulos, Kostas & Doumpos, Michael & Zopounidis, Constantin, 2016. "Measuring the efficiency of energy-intensive industries across European countries," Energy Policy, Elsevier, vol. 88(C), pages 573-583.
    28. Boyd, Gale A. & Pang, Joseph X., 2000. "Estimating the linkage between energy efficiency and productivity," Energy Policy, Elsevier, vol. 28(5), pages 289-296, May.
    29. Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
    30. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    31. Adom, Philip K. & Kwakwa, Paul Adjei, 2014. "Effects of changing trade structure and technical characteristics of the manufacturing sector on energy intensity in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 475-483.
    32. CORCOS, Gregory & DEL GATTO, Massimo & MION, Giordano & OTTAVIANO, Gianmarco I.P., 2007. "Productivity and firm selection: intra- vs international trade," LIDAM Discussion Papers CORE 2007060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    33. Adom, Philip Kofi & Amuakwa-Mensah, Franklin, 2016. "What drives the energy saving role of FDI and industrialization in East Africa?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 925-942.
    34. Lee, Chien-Chiang, 2006. "The causality relationship between energy consumption and GDP in G-11 countries revisited," Energy Policy, Elsevier, vol. 34(9), pages 1086-1093, June.
    35. Sadorsky, Perry, 2013. "Do urbanization and industrialization affect energy intensity in developing countries?," Energy Economics, Elsevier, vol. 37(C), pages 52-59.
    36. Alsaleh, Mohd & Abdul-Rahim, A.S. & Mohd-Shahwahid, H.O., 2017. "Determinants of technical efficiency in the bioenergy industry in the EU28 region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 1331-1349.
    37. Doytch, Nadia & Narayan, Seema, 2016. "Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption," Energy Economics, Elsevier, vol. 54(C), pages 291-301.
    38. Mielnik, Otavio & Goldemberg, Jose, 2002. "Foreign direct investment and decoupling between energy and gross domestic product in developing countries," Energy Policy, Elsevier, vol. 30(2), pages 87-89, January.
    39. Klevas, Valentinas & Streimikiene, Dalia & Grikstaite, Ramute, 2007. "Sustainable energy in Baltic States," Energy Policy, Elsevier, vol. 35(1), pages 76-90, January.
    40. Li, Ke & Lin, Boqiang, 2014. "The nonlinear impacts of industrial structure on China's energy intensity," Energy, Elsevier, vol. 69(C), pages 258-265.
    41. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
    42. Markandya, Anil & Pedroso-Galinato, Suzette & Streimikiene, Dalia, 2006. "Energy intensity in transition economies: Is there convergence towards the EU average?," Energy Economics, Elsevier, vol. 28(1), pages 121-145, January.
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