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Testing the Energy-Environmental Kuznets Curve Hypothesis in the Renewable and Nonrenewable Energy Consumption Models in Egypt

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  • Haider Mahmood

    (Department of Finance, College of Business Administration, Prince Sattam bin Abdulaziz University, Alkharj 11942, Saudi Arabia)

  • Tarek Tawfik Yousef Alkhateeb

    (Department of Agricultural Economics, Kafrelsheikh University, Kafrelsheikh 33511, Egypt)

  • Muhammad Tanveer

    (Prince Sultan University, Rafha Street, Riyadh 11586, Saudi Arabia)

  • Doaa H. I. Mahmoud

    (Economics and Agribusiness Department, Faculty of Agriculture, Alexandria University, Alexandria 21545, Egypt)

Abstract

The Environmental Kuznets Curve (EKC) association between income and pollution emissions proxies has been extensively tested in the environmental literature. However, testing of the energy-EKC is scanty. This present research examined the energy–EKC in the cubic relationship of economic growth and different renewable and nonrenewable energy proxies in Egypt from 1965–2019. In the long run, we corroborate the N-shaped relationships in the case of primary energy, oil, and coal consumption models, and confirm the long run energy–EKC association in these energy proxies. Moreover, we find turning points of the N-curve for these energy sources in 1998, 2000, and 1979–2005, in primary energy, oil, and coal consumption models, respectively. Hence, economic growth is responsible for increasing nonrenewable energy consumption and has environmental consequences in Egypt. In the short run, we find N-shaped relationships in the case of primary energy, oil, and coal consumption. Further, we find an inverted U-shaped relationship in the case of natural gas consumption. In addition, we corroborate an inverted N-shaped relationship in the case of hydroelectricity consumption, a renewable energy source. Hence, we confirm the short-run energy–EKC relationship in all investigated renewable and nonrenewable energy proxies.

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  • Haider Mahmood & Tarek Tawfik Yousef Alkhateeb & Muhammad Tanveer & Doaa H. I. Mahmoud, 2021. "Testing the Energy-Environmental Kuznets Curve Hypothesis in the Renewable and Nonrenewable Energy Consumption Models in Egypt," IJERPH, MDPI, vol. 18(14), pages 1-17, July.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:14:p:7334-:d:591031
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    as
    1. Abdel-Khalek, Gouda, 1988. "Income and price elasticities of energy consumption in Egypt : A time-series analysis," Energy Economics, Elsevier, vol. 10(1), pages 47-58, January.
    2. Shahbaz, Muhammad & Haouas, Ilham & SBIA, Rashid & Ozturk, Ilhan, 2018. "Financial Development-Environmental Degradation Nexus in the United Arab Emirates: The Importance of Growth, Globalization and Structural Breaks," MPRA Paper 87365, University Library of Munich, Germany, revised 11 Jun 2018.
    3. Fazle Rabbi & Delwar Akbar & SM Zobaidul Kabir, 2015. "Environment Kuznets Curve for Carbon Emissions: A Cointegration Analysis for Bangladesh," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 45-53.
    4. Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
    5. Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
    6. Haider Mahmood & Abdullatif Sulaiman Alrasheed & Maham Furqan, 2018. "Financial Market Development and Pollution Nexus in Saudi Arabia: Asymmetrical Analysis," Energies, MDPI, vol. 11(12), pages 1-15, December.
    7. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    8. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    9. Suri, Vivek & Chapman, Duane, 1998. "Economic growth, trade and energy: implications for the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 25(2), pages 195-208, May.
    10. Vo, Duc, 2019. "The Impact of Foreign Direct Investment on Environment Degradation: Evidence from Emerging Markets in Asia," MPRA Paper 103292, University Library of Munich, Germany.
    11. Rock, Michael T., 1996. "Pollution intensity of GDP and trade policy: Can the World Bank be wrong?," World Development, Elsevier, vol. 24(3), pages 471-479, March.
    12. Shemelis Kebede Hundie & Megersa Debela Daksa, 2019. "Does energy-environmental Kuznets curve hold for Ethiopia? The relationship between energy intensity and economic growth," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-21, December.
    13. Imad A. Moosa, 2019. "Growth and environmental degradation in MENA countries: methodological issues and empirical evidence," Middle East Development Journal, Taylor & Francis Journals, vol. 11(2), pages 251-269, July.
    14. Sami Fethi & Elif Senyucel, 2021. "The role of tourism development on CO2 emission reduction in an extended version of the environmental Kuznets curve: evidence from top 50 tourist destination countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1499-1524, February.
    15. Dalia M. Ibrahiem, 2015. "Renewable electricity consumption , Foreign direct investment and Economic growth in Egypt: An ARDL approach," Proceedings of Economics and Finance Conferences 2204592, International Institute of Social and Economic Sciences.
    16. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    17. Haider Mahmood & Maham Furqan & Tarek Tawfik Yousef Alkhateeb & Mahmoud Mohamad Fawaz, 2019. "Testing the Environmental Kuznets Curve in Egypt: Role of Foreign Investment and Trade," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 225-228.
    18. Akkemik, K. Ali & Göksal, Koray, 2012. "Energy consumption-GDP nexus: Heterogeneous panel causality analysis," Energy Economics, Elsevier, vol. 34(4), pages 865-873.
    19. Pablo-Romero, María del P. & De Jesús, Josué, 2016. "Economic growth and energy consumption: The Energy-Environmental Kuznets Curve for Latin America and the Caribbean," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1343-1350.
    20. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    21. Hettige, Hemamala & Lucas, Robert E B & Wheeler, David, 1992. "The Toxic Intensity of Industrial Production: Global Patterns, Trends, and Trade Policy," American Economic Review, American Economic Association, vol. 82(2), pages 478-481, May.
    22. Anh Hoang To & Dao Thi-Thieu Ha & Ha Minh Nguyen & Duc Hong Vo, 2019. "The Impact of Foreign Direct Investment on Environment Degradation: Evidence from Emerging Markets in Asia," IJERPH, MDPI, vol. 16(9), pages 1-24, May.
    23. Paul Adjei Kwakwa, 2017. "Electricity consumption in Egypt: a long-run analysis of its determinants," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 41(1), pages 3-22, March.
    24. Lucas, Robert E.B. & Wheeler, David & Hettige, Hemamala, 1992. "Economic development, environmental regulation, and the international migration of toxic industrial pollution : 1960-88," Policy Research Working Paper Series 1062, The World Bank.
    25. repec:dau:papers:123456789/11438 is not listed on IDEAS
    26. Kentaka Aruga, 2019. "Investigating the Energy-Environmental Kuznets Curve Hypothesis for the Asia-Pacific Region," Sustainability, MDPI, vol. 11(8), pages 1-12, April.
    27. Sahbi Farhani & Daniel Balsalobre-Lorente, 2020. "Comparing the Role of Coal to Other Energy Resources in the Environmental Kuznets Curve of Three Large Economies," Chinese Economy, Taylor & Francis Journals, vol. 53(1), pages 82-120, January.
    28. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    29. Imad A. Moosa, 2019. "Growth and environmental degradation in MENA countries: methodological issues and empirical evidence," Middle East Development Journal, Taylor & Francis Journals, vol. 11(2), pages 268-289, July.
    30. Khadiga Mohamed El-Aasar & Shaimaa A. Hanafy, 2018. "Investigating the Environmental Kuznets Curve Hypothesis in Egypt: The Role of Renewable Energy and Trade in Mitigating GHGs," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 177-184.
    31. Brian R. Copeland & M. Scott Taylor, 1995. "Trade and the Environment: A Partial Synthesis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 765-771.
    32. Bilgili, Faik & Koçak, Emrah & Bulut, Ümit & Kuloğlu, Ayhan, 2017. "The impact of urbanization on energy intensity: Panel data evidence considering cross-sectional dependence and heterogeneity," Energy, Elsevier, vol. 133(C), pages 242-256.
    33. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    34. 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.
    35. Ozturk, Ilhan & Acaravci, Ali, 2010. "CO2 emissions, energy consumption and economic growth in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3220-3225, December.
    36. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors," China Economic Review, Elsevier, vol. 28(C), pages 123-134.
    37. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    38. Mihaela Simionescu & Carmen Beatrice Păuna & Mihaela-Daniela Vornicescu Niculescu, 2021. "The Relationship between Economic Growth and Pollution in Some New European Union Member States: A Dynamic Panel ARDL Approach," Energies, MDPI, vol. 14(9), pages 1-17, April.
    39. Kander, Astrid & Warde, Paul & Teives Henriques, Sofia & Nielsen, Hana & Kulionis, Viktoras & Hagen, Sven, 2017. "International Trade and Energy Intensity During European Industrialization, 1870–1935," Ecological Economics, Elsevier, vol. 139(C), pages 33-44.
    40. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    41. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    42. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    43. Haider Mahmood & Nabil Maalel & Muhammad Shahid Hassan, 2021. "Probing the Energy-Environmental Kuznets Curve Hypothesis in Oil and Natural Gas Consumption Models Considering Urbanization and Financial Development in Middle East Countries," Energies, MDPI, vol. 14(11), pages 1-24, May.
    44. Dong‐Shang Chang & Li‐Ting Yeh & Yong‐fu Chen, 2014. "The Effects of Economic Development, International Trade, Industrial Structure and Energy Demands on Sustainable Development," Sustainable Development, John Wiley & Sons, Ltd., vol. 22(6), pages 377-390, November.
    45. Mesbah Fathy SHARAF, 2017. "Energy consumption and economic growth in Egypt: A disaggregated causality analysis with structural breaks," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 46, pages 59-76.
    46. Xiangyu Ge & Zhimin Zhou & Yanli Zhou & Xinyue Ye & Songlin Liu, 2018. "A Spatial Panel Data Analysis of Economic Growth, Urbanization, and NO x Emissions in China," IJERPH, MDPI, vol. 15(4), pages 1-20, April.
    47. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    48. Dalia M. Ibrahiem, 2016. "Environmental Kuznets curve: an empirical analysis for carbon dioxide emissions in Egypt," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 10(2), pages 136-150.
    49. Nasir, Muhammad & Ur Rehman, Faiz, 2011. "Environmental Kuznets Curve for carbon emissions in Pakistan: An empirical investigation," Energy Policy, Elsevier, vol. 39(3), pages 1857-1864, March.
    50. Shahbaz, Muhammad & Mallick, Hrushikesh & Kumar, Mantu & Loganathan, Nanthakumar, 2015. "Does Globalization Impede Environmental Quality in India?," MPRA Paper 67285, University Library of Munich, Germany, revised 15 Oct 2015.
    51. Mara Madaleno & Victor Moutinho, 2021. "Analysis of the New Kuznets Relationship: Considering Emissions of Carbon, Methanol, and Nitrous Oxide Greenhouse Gases—Evidence from EU Countries," IJERPH, MDPI, vol. 18(6), pages 1-23, March.
    52. Coondoo, Dipankor & Dinda, Soumyananda, 2002. "Causality between income and emission: a country group-specific econometric analysis," Ecological Economics, Elsevier, vol. 40(3), pages 351-367, March.
    53. Jalil, Abdul & Mahmud, Syed F., 2009. "Environment Kuznets curve for CO2 emissions: A cointegration analysis for China," Energy Policy, Elsevier, vol. 37(12), pages 5167-5172, December.
    54. Emrah Bese & Salih Kalayci, 2019. "Testing the Environmental Kuznets Curve Hypothesis: Evidence from Egypt, Kenya and Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 479-491.
    55. Shixiang Li & Jianru Shi & Qiaosheng Wu, 2020. "Environmental Kuznets Curve: Empirical Relationship between Energy Consumption and Economic Growth in Upper-Middle-Income Regions of China," IJERPH, MDPI, vol. 17(19), pages 1-27, September.
    56. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    57. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    58. Luzzati, T. & Orsini, M., 2009. "Investigating the energy-environmental Kuznets curve," Energy, Elsevier, vol. 34(3), pages 291-300.
    59. Ouedraogo, Nadia S., 2013. "Energy consumption and economic growth: Evidence from the economic community of West African States (ECOWAS)," Energy Economics, Elsevier, vol. 36(C), pages 637-647.
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