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Relationship between electricity and economic growth for long-term periods: New possibilities for energy prediction

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  • Koščak Kolin, Sonja
  • Karasalihović Sedlar, Daria
  • Kurevija, Tomislav

Abstract

The main scope of this research was to develop and apply new methodology for energy prediction during a long-term period, based on the logarithmic relationship between electricity per capita and GDP per capita. This relationship was proven to be valid until 1989. It contains changeable energy and financial indicators and a dynamic rate of growth K, in the form of hyperbolic curves. With a range of slopes from 0.1 to 6, it enables a new economic classification of countries. Further research of this method, called IKoMet, has made the application of this relationship for future periods possible through the deduction of new energy and financial indicators. It was first applied to Italy, by the determination of indicators for a prediction after 1990. The results show that energy growth in the first period was more than ten times faster in comparison to the following period, while financial growth was almost twice as large in the first period. This procedure was also successfully applied for Switzerland, thus it can be concluded that IKoMet could generally be used for long-term energy prediction.

Suggested Citation

  • Koščak Kolin, Sonja & Karasalihović Sedlar, Daria & Kurevija, Tomislav, 2021. "Relationship between electricity and economic growth for long-term periods: New possibilities for energy prediction," Energy, Elsevier, vol. 228(C).
    • Handle: RePEc:eee:energy:v:228:y:2021:i:c:s036054422100788x
    DOI: 10.1016/j.energy.2021.120539
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    as
    1. Moe, Espen, 2010. "Energy, industry and politics: Energy, vested interests, and long-term economic growth and development," Energy, Elsevier, vol. 35(4), pages 1730-1740.
    2. Gurgul, Henryk & Lach, Łukasz, 2012. "The electricity consumption versus economic growth of the Polish economy," Energy Economics, Elsevier, vol. 34(2), pages 500-510.
    3. Apergis, Nicholas & Tang, Chor Foon, 2013. "Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries," Energy Economics, Elsevier, vol. 38(C), pages 24-31.
    4. Govorukha, Kristina & Mayer, Philip & Rübbelke, Dirk & Vögele, Stefan, 2020. "Economic disruptions in long-term energy scenarios – Implications for designing energy policy," Energy, Elsevier, vol. 212(C).
    5. van den Bergh, Jeroen C.J.M., 2011. "Environment versus growth -- A criticism of "degrowth" and a plea for "a-growth"," Ecological Economics, Elsevier, vol. 70(5), pages 881-890, March.
    6. Eggoh, Jude C. & Bangake, Chrysost & Rault, Christophe, 2011. "Energy consumption and economic growth revisited in African countries," Energy Policy, Elsevier, vol. 39(11), pages 7408-7421.
    7. Chen, Sheng-Tung & Kuo, Hsiao-I & Chen, Chi-Chung, 2007. "The relationship between GDP and electricity consumption in 10 Asian countries," Energy Policy, Elsevier, vol. 35(4), pages 2611-2621, April.
    8. Dagher, Leila & Yacoubian, Talar, 2012. "The causal relationship between energy consumption and economic growth in Lebanon," Energy Policy, Elsevier, vol. 50(C), pages 795-801.
    9. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "The dynamics of electricity consumption and economic growth: A revisit study of their causality in Pakistan," Energy, Elsevier, vol. 39(1), pages 146-153.
    10. Pavle Jakovac & Nela Vlahinic Lenz & Sasa Zikovic, 2016. "Macroeconomic Impacts of Electricity Generation on Croatian Real GDP: Causality Analysis," Eurasian Studies in Business and Economics, in: Mehmet Huseyin Bilgin & Hakan Danis (ed.), Entrepreneurship, Business and Economics - Vol. 2, edition 1, pages 209-230, Springer.
    11. Tang, Chor Foon & Shahbaz, Muhammad & Arouri, Mohamed, 2013. "Re-investigating the electricity consumption and economic growth nexus in Portugal," Energy Policy, Elsevier, vol. 62(C), pages 1515-1524.
    12. Henriques, C. Oliveira & Antunes, C. Henggeler, 2012. "Interactions of economic growth, energy consumption and the environment in the context of the crisis – A study with uncertain data," Energy, Elsevier, vol. 48(1), pages 415-422.
    13. Golam Ahamad, Mazbahul & Nazrul Islam, A.K.M., 2011. "Electricity consumption and economic growth nexus in Bangladesh: Revisited evidences," Energy Policy, Elsevier, vol. 39(10), pages 6145-6150, October.
    14. Yoo, Seung-Hoon & Kim, Yeonbae, 2006. "Electricity generation and economic growth in Indonesia," Energy, Elsevier, vol. 31(14), pages 2890-2899.
    15. Josip Tica, 2004. "The Estimation of 1910-1989 Per Capita GDP in Croatia," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 7(1), pages 103-133, May.
    16. Sarwar, Suleman & Chen, Wei & Waheed, Rida, 2017. "Electricity consumption, oil price and economic growth: Global perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 9-18.
    17. Tang, Chor Foon, 2008. "A re-examination of the relationship between electricity consumption and economic growth in Malaysia," Energy Policy, Elsevier, vol. 36(8), pages 3067-3075, August.
    18. Bakirtas, Tahsin & Akpolat, Ahmet Gokce, 2018. "The relationship between energy consumption, urbanization, and economic growth in new emerging-market countries," Energy, Elsevier, vol. 147(C), pages 110-121.
    19. Đozić, Damir J. & Gvozdenac Urošević, Branka D., 2019. "Application of artificial neural networks for testing long-term energy policy targets," Energy, Elsevier, vol. 174(C), pages 488-496.
    20. Cheng, Y.S. & Wong, W.K. & Woo, C.K., 2013. "How much have electricity shortages hampered China's GDP growth?," Energy Policy, Elsevier, vol. 55(C), pages 369-373.
    21. Narayan, Seema, 2016. "Predictability within the energy consumption–economic growth nexus: Some evidence from income and regional groups," Economic Modelling, Elsevier, vol. 54(C), pages 515-521.
    22. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    23. Fortes, Patrícia & Pereira, Rui & Pereira, Alfredo & Seixas, Júlia, 2014. "Integrated technological-economic modeling platform for energy and climate policy analysis," Energy, Elsevier, vol. 73(C), pages 716-730.
    24. Warr, B.S. & Ayres, R.U., 2010. "Evidence of causality between the quantity and quality of energy consumption and economic growth," Energy, Elsevier, vol. 35(4), pages 1688-1693.
    25. Ozcan, Burcu, 2013. "The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: A panel data analysis," Energy Policy, Elsevier, vol. 62(C), pages 1138-1147.
    26. Acaravci, Ali & Ozturk, Ilhan, 2010. "On the relationship between energy consumption, CO2 emissions and economic growth in Europe," Energy, Elsevier, vol. 35(12), pages 5412-5420.
    27. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    28. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    29. Lee, Chien-Chiang & Chang, Chun-Ping, 2007. "The impact of energy consumption on economic growth: Evidence from linear and nonlinear models in Taiwan," Energy, Elsevier, vol. 32(12), pages 2282-2294.
    30. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    31. Ayres, Robert U. & Turton, Hal & Casten, Tom, 2007. "Energy efficiency, sustainability and economic growth," Energy, Elsevier, vol. 32(5), pages 634-648.
    32. Vukasinovic, Vladimir & Gordic, Dusan & Zivkovic, Marija & Koncalovic, Davor & Zivkovic, Dubravka, 2019. "Long-term planning methodology for improving wood biomass utilization," Energy, Elsevier, vol. 175(C), pages 818-829.
    33. Bartleet, Matthew & Gounder, Rukmani, 2010. "Energy consumption and economic growth in New Zealand: Results of trivariate and multivariate models," Energy Policy, Elsevier, vol. 38(7), pages 3508-3517, July.
    34. Muhammad Shahbaz & Mete Feridun, 2012. "Electricity consumption and economic growth empirical evidence from Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(5), pages 1583-1599, August.
    35. Ho, Chun-Yu & Siu, Kam Wing, 2007. "A dynamic equilibrium of electricity consumption and GDP in Hong Kong: An empirical investigation," Energy Policy, Elsevier, vol. 35(4), pages 2507-2513, April.
    36. Karanfil, Fatih & Li, Yuanjing, 2015. "Electricity consumption and economic growth: Exploring panel-specific differences," Energy Policy, Elsevier, vol. 82(C), pages 264-277.
    37. Al-Iriani, Mahmoud A., 2006. "Energy-GDP relationship revisited: An example from GCC countries using panel causality," Energy Policy, Elsevier, vol. 34(17), pages 3342-3350, November.
    38. Fallahi, Firouz, 2011. "Causal relationship between energy consumption (EC) and GDP: A Markov-switching (MS) causality," Energy, Elsevier, vol. 36(7), pages 4165-4170.
    39. Akinlo, A.E., 2008. "Energy consumption and economic growth: Evidence from 11 Sub-Sahara African countries," Energy Economics, Elsevier, vol. 30(5), pages 2391-2400, September.
    40. Krausmann, Fridolin & Gingrich, Simone & Eisenmenger, Nina & Erb, Karl-Heinz & Haberl, Helmut & Fischer-Kowalski, Marina, 2009. "Growth in global materials use, GDP and population during the 20th century," Ecological Economics, Elsevier, vol. 68(10), pages 2696-2705, August.
    41. Abosedra, Salah & Dah, Abdallah & Ghosh, Sajal, 2009. "Electricity consumption and economic growth, the case of Lebanon," Applied Energy, Elsevier, vol. 86(4), pages 429-432, April.
    42. Ferguson, Ross & Wilkinson, William & Hill, Robert, 2000. "Electricity use and economic development," Energy Policy, Elsevier, vol. 28(13), pages 923-934, November.
    43. 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.
    44. Tang, Chor Foon & Tan, Eu Chye, 2013. "Exploring the nexus of electricity consumption, economic growth, energy prices and technology innovation in Malaysia," Applied Energy, Elsevier, vol. 104(C), pages 297-305.
    45. Ozturk, Ilhan & Acaravci, Ali, 2011. "Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries," Applied Energy, Elsevier, vol. 88(8), pages 2885-2892, August.
    46. Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
    47. Shahbaz, Muhammad & Sarwar, Suleman & Chen, Wei & Malik, Muhammad Nasir, 2017. "Dynamics of electricity consumption, oil price and economic growth: Global perspective," Energy Policy, Elsevier, vol. 108(C), pages 256-270.
    48. Moe, Espen, 2012. "Vested interests, energy efficiency and renewables in Japan," Energy Policy, Elsevier, vol. 40(C), pages 260-273.
    49. Mezghani, Imed & Ben Haddad, Hedi, 2017. "Energy consumption and economic growth: An empirical study of the electricity consumption in Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 145-156.
    50. Madlener, R. & Alcott, B., 2009. "Energy rebound and economic growth: A review of the main issues and research needs," Energy, Elsevier, vol. 34(3), pages 370-376.
    51. Kim, Yoon Hyung, 1984. "Interactions among economic activity, energy use, and electricity use," Energy, Elsevier, vol. 9(9), pages 717-725.
    52. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    53. Sadri, A. & Ardehali, M.M. & Amirnekooei, K., 2014. "General procedure for long-term energy-environmental planning for transportation sector of developing countries with limited data based on LEAP (long-range energy alternative planning) and EnergyPLAN," Energy, Elsevier, vol. 77(C), pages 831-843.
    54. James E. Payne, 2010. "Survey of the international evidence on the causal relationship between energy consumption and growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(1), pages 53-95, January.
    55. Dong, Xiao-Ying & Hao, Yu, 2018. "Would income inequality affect electricity consumption? Evidence from China," Energy, Elsevier, vol. 142(C), pages 215-227.
    56. Wu, Cheng-Feng & Wang, Chien-Ming & Chang, Tsangyao & Yuan, Chien-Chung, 2019. "The nexus of electricity and economic growth in major economies: The United States-India-China triangle," Energy, Elsevier, vol. 188(C).
    57. Bozoklu, Seref & Yilanci, Veli, 2013. "Energy consumption and economic growth for selected OECD countries: Further evidence from the Granger causality test in the frequency domain," Energy Policy, Elsevier, vol. 63(C), pages 877-881.
    58. Yu, Eden S. H. & Hwang, Been-Kwei, 1984. "The relationship between energy and GNP : Further results," Energy Economics, Elsevier, vol. 6(3), pages 186-190, July.
    59. Kouakou, Auguste K., 2011. "Economic growth and electricity consumption in Cote d'Ivoire: Evidence from time series analysis," Energy Policy, Elsevier, vol. 39(6), pages 3638-3644, June.
    60. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    61. Kahouli, Bassem, 2018. "The causality link between energy electricity consumption, CO2 emissions, R&D stocks and economic growth in Mediterranean countries (MCs)," Energy, Elsevier, vol. 145(C), pages 388-399.
    62. Vera, Ivan & Langlois, Lucille, 2007. "Energy indicators for sustainable development," Energy, Elsevier, vol. 32(6), pages 875-882.
    63. Ghosh, Sajal, 2002. "Electricity consumption and economic growth in India," Energy Policy, Elsevier, vol. 30(2), pages 125-129, January.
    64. 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.
    65. Narayan, Paresh Kumar & Popp, Stephan, 2012. "The energy consumption-real GDP nexus revisited: Empirical evidence from 93 countries," Economic Modelling, Elsevier, vol. 29(2), pages 303-308.
    66. Gorus, Muhammed Sehid & Aydin, Mucahit, 2019. "The relationship between energy consumption, economic growth, and CO2 emission in MENA countries: Causality analysis in the frequency domain," Energy, Elsevier, vol. 168(C), pages 815-822.
    67. Ur Rahman, Zia & Iqbal Khattak, Shoukat & Ahmad, Manzoor & Khan, Anwar, 2020. "A disaggregated-level analysis of the relationship among energy production, energy consumption and economic growth: Evidence from China," Energy, Elsevier, vol. 194(C).
    68. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    69. Ghosh, Sajal, 2009. "Electricity supply, employment and real GDP in India: evidence from cointegration and Granger-causality tests," Energy Policy, Elsevier, vol. 37(8), pages 2926-2929, August.
    70. Baranzini, Andrea & Weber, Sylvain & Bareit, Markus & Mathys, Nicole A., 2013. "The causal relationship between energy use and economic growth in Switzerland," Energy Economics, Elsevier, vol. 36(C), pages 464-470.
    71. Wolde-Rufael, Yemane, 2014. "Electricity consumption and economic growth in transition countries: A revisit using bootstrap panel Granger causality analysis," Energy Economics, Elsevier, vol. 44(C), pages 325-330.
    72. Salahuddin, Mohammad & Gow, Jeff, 2014. "Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries," Energy, Elsevier, vol. 73(C), pages 44-58.
    73. Belloumi, Mounir, 2009. "Energy consumption and GDP in Tunisia: Cointegration and causality analysis," Energy Policy, Elsevier, vol. 37(7), pages 2745-2753, July.
    74. Saboori, Behnaz & Sapri, Maimunah & bin Baba, Maizan, 2014. "Economic growth, energy consumption and CO2 emissions in OECD (Organization for Economic Co-operation and Development)'s transport sector: A fully modified bi-directional relationship approach," Energy, Elsevier, vol. 66(C), pages 150-161.
    75. Oh, Wankeun & Lee, Kihoon, 2004. "Causal relationship between energy consumption and GDP revisited: the case of Korea 1970-1999," Energy Economics, Elsevier, vol. 26(1), pages 51-59, January.
    76. Borozan, Djula, 2013. "Exploring the relationship between energy consumption and GDP: Evidence from Croatia," Energy Policy, Elsevier, vol. 59(C), pages 373-381.
    77. Ndlovu, Vanessa & Inglesi-Lotz, Roula, 2020. "The causal relationship between energy and economic growth through research and development (R&D): The case of BRICS and lessons for South Africa," Energy, Elsevier, vol. 199(C).
    78. Tomislav Gelo, 2009. "Causality between economic growth and energy consumption in Croatia," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 27(2), pages 327-348.
    79. Saygin, D. & Worrell, E. & Patel, M.K. & Gielen, D.J., 2011. "Benchmarking the energy use of energy-intensive industries in industrialized and in developing countries," Energy, Elsevier, vol. 36(11), pages 6661-6673.
    80. Maluf de Lima, Lilian & Piedade Bacchi, Mirian Rumenos, 2019. "Assessing the impact of Brazilian economic growth on demand for electricity," Energy, Elsevier, vol. 172(C), pages 861-873.
    81. Jiang, Meihui & An, Haizhong & Gao, Xiangyun & Liu, Donghui & Jia, Nanfei & Xi, Xian, 2020. "Consumption-based multi-objective optimization model for minimizing energy consumption: A case study of China," Energy, Elsevier, vol. 208(C).
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